From 4f4de5ad72f2a1773b8c4d07250d9a7c064b1b42 Mon Sep 17 00:00:00 2001 From: Luka Ribar Date: Wed, 30 Oct 2024 12:13:37 +0000 Subject: [PATCH 01/35] Add october pom templates --- .../2024-10/2024-10-30-title-tbd.md | 25 +++++++ .../2024-30-10-paper_summary_template.md | 73 +++++++++++++++++++ 2 files changed, 98 insertions(+) create mode 100644 _posts/papers-of-the-month/2024-10/2024-10-30-title-tbd.md create mode 100644 _posts/papers-of-the-month/2024-10/papers/2024-30-10-paper_summary_template.md diff --git a/_posts/papers-of-the-month/2024-10/2024-10-30-title-tbd.md b/_posts/papers-of-the-month/2024-10/2024-10-30-title-tbd.md new file mode 100644 index 0000000..efbc850 --- /dev/null +++ b/_posts/papers-of-the-month/2024-10/2024-10-30-title-tbd.md @@ -0,0 +1,25 @@ +--- +title: "October Papers: Title TBD" +header: + teaser: /assets/images/posts/2024-10/potm/twitter_card.png + image: /assets/images/posts/2024-10/potm/twitter_card.png + og_image: /assets/images/posts/2024-10/potm/twitter_card.png + +date: 2024-10-30T01:00:00-00:00 +potm_year: 2024 +potm_month: 10 + +layout: paper-summaries-layout +category: "papers-of-the-month" +toc: true +toc_sticky: true +toc_label: "Papers" +toc_icon: "book" +author.twitter: "GCResearchTeam" +--- + +TODO: blurb + +--- + +{% include paper-summaries.md %} diff --git a/_posts/papers-of-the-month/2024-10/papers/2024-30-10-paper_summary_template.md b/_posts/papers-of-the-month/2024-10/papers/2024-30-10-paper_summary_template.md new file mode 100644 index 0000000..010049f --- /dev/null +++ b/_posts/papers-of-the-month/2024-10/papers/2024-30-10-paper_summary_template.md @@ -0,0 +1,73 @@ +--- +title: "" +paper_authors: "3 first authors)>" +orgs: "" +paper_link: "https://arxiv.org/abs/<...>" +tags: + - efficient-inference + - quantisation # Use https://graphcore-research.github.io/tags/ as reference +potm_year: 2024 +potm_month: 10 +paper_order: 1 # Editor will decide +image_dir: "/assets/images/posts/2024-10/potm//" +review_author: + name: "" + link: "" +hidden: true +--- + +[200 words is a rough guide for the length of a summary. +Feel free to go a fair bit over or under if needs be. +The editor will fix any issues with images being rendered too wide/narrow etc. +See README for how to view locally if you wish to (not required. Contact CB if this +is broken for you.)] + +### The key idea + +A few sentences outlining why the paper is interesting... + +Add images where appropriate throughout. This section should always +have at least 1 key figure though. + +*Please use high-res images (zoom in for those screenshots!)* + +A specific and succinct sentence or two describing the figure (alt text). Valuable for seo and accessibility. +
Figure 1a. If the caption isn't included in the image, it should be added like so.
+ +### [optional] Background + +If necessary, a short intro to background matierial needed to understand the method + +### Their method + +Latex can be included in the standard way, either inline: $R=\sum _{t=0}^{\infty }\gamma ^{t}r_{t}$ + +Or as a block: + +
+$$ +Q_{t+1}^{A}(s_{t},a_{t})=Q_{t}^{A}(s_{t},a_{t})+\alpha _{t}(s_{t},a_{t})\left(r_{t}+\gamma Q_{t}^{B}\left(s_{t+1},\mathop {\operatorname {arg~max} } _{a}Q_{t}^{A}(s_{t+1},a)\right)-Q_{t}^{A}(s_{t},a_{t})\right). +$$ +
+ +Code can also be included in the standard way: + +``` +import popart + +builder = popart.Builder() + +# Build a simple graph +i1 = builder.addInputTensor(popart.TensorInfo("FLOAT", [1, 2, 32, 32])) +i2 = builder.addInputTensor(popart.TensorInfo("FLOAT", [1, 2, 32, 32])) + +o = builder.aiOnnx.add([i1, i2]) +``` + +### Results + +... + +### [optional] Takeaways + +... From 94c630c4c4595dc6c3982b1e1a2409955f8b3679 Mon Sep 17 00:00:00 2001 From: Luka Ribar Date: Wed, 30 Oct 2024 12:18:20 +0000 Subject: [PATCH 02/35] Rename template --- ...r_summary_template.md => 2024-10-30-paper_summary_template.md} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename _posts/papers-of-the-month/2024-10/papers/{2024-30-10-paper_summary_template.md => 2024-10-30-paper_summary_template.md} (100%) diff --git a/_posts/papers-of-the-month/2024-10/papers/2024-30-10-paper_summary_template.md b/_posts/papers-of-the-month/2024-10/papers/2024-10-30-paper_summary_template.md similarity index 100% rename from _posts/papers-of-the-month/2024-10/papers/2024-30-10-paper_summary_template.md rename to _posts/papers-of-the-month/2024-10/papers/2024-10-30-paper_summary_template.md From 7e7aff12cc49daf8cbc123e7addb3cd418746521 Mon Sep 17 00:00:00 2001 From: markp-gc <65598182+markp-gc@users.noreply.github.com> Date: Thu, 31 Oct 2024 17:16:38 +0000 Subject: [PATCH 03/35] Partial commit for POM SSSCM --- guides/paper_summary_template.md | 76 +++++++++++--------------------- 1 file changed, 26 insertions(+), 50 deletions(-) diff --git a/guides/paper_summary_template.md b/guides/paper_summary_template.md index eb85e4b..ac5e2ed 100644 --- a/guides/paper_summary_template.md +++ b/guides/paper_summary_template.md @@ -1,73 +1,49 @@ --- -title: "" -paper_authors: "3 first authors)>" -orgs: "" -paper_link: "https://arxiv.org/abs/<...>" +title: "Simplifying, Stabilizing & Scaling Continuous-Time Consistency Models" +paper_authors: "Cheng Lu and Yang Song" +orgs: "OpenAI" +paper_link: "[https://arxiv.org/abs/<...>](https://arxiv.org/abs/2410.11081)" tags: + - diffusion - efficient-inference - - quantisation # Use https://graphcore-research.github.io/tags/ as reference -potm_year: -potm_month: +potm_year: 2024 +potm_month: October paper_order: 1 # Editor will decide -image_dir: "/assets/images/posts//potm//" +image_dir: "/assets/images/posts/2024-10/potm/sscm/" review_author: - name: "" - link: "" + name: "Mark Pupilli" + link: "https://www.linkedin.com/in/mark-pupilli" hidden: true --- -[200 words is a rough guide for the length of a summary. -Feel free to go a fair bit over or under if needs be. -The editor will fix any issues with images being rendered too wide/narrow etc. -See README for how to view locally if you wish to (not required. Contact CB if this -is broken for you.)] - ### The key idea -A few sentences outlining why the paper is interesting... - -Add images where appropriate throughout. This section should always -have at least 1 key figure though. - -*Please use high-res images (zoom in for those screenshots!)* +This paper describes a range of techniques for stabilising the training of consistency models: generative models which can generate samples from noise in a small number of iterations. The stability improvements allow scaling to larger model size (1.5 billion parameters) which results in Frechet Inception Distance (FID) scores within 10% of the state of the art for image generation. A specific and succinct sentence or two describing the figure (alt text). Valuable for seo and accessibility.
Figure 1a. If the caption isn't included in the image, it should be added like so.
-### [optional] Background - -If necessary, a short intro to background matierial needed to understand the method - -### Their method +### Background +Diffusion models, for example [denoising diffusion probabilistic models](https://arxiv.org/abs/2006.11239) (DDPMs), require hundreds or thousands of iterations to reverse a noising process and produce a sample. [Consistency models](https://arxiv.org/abs/2303.01469) (CMs), in contrast, are generative models that produce samples from noise in single step or a few steps of repeated denoising and noising if higher quality is required. Consitency models are trained either by distillation, e.g. from a pre-trained DDPM, or from scratch in such a way that any starting point on the same trajectory produces the same final sample: i.e samples are self-consistent. -Latex can be included in the standard way, either inline: $R=\sum _{t=0}^{\infty }\gamma ^{t}r_{t}$ +The reduction in iterations required for sampling can reduce computational cost by orders of magnitude and the consistency property adds robustness preventing mode collapse which could manifest as poor variety in generated images (only representating averaged subsets of the training distribution). The trade-off for these advantages is somewhat reduced generation quality (FID scores) compared to other methods. -Or as a block: +Continuous-time CMs reformulate the training objective to score match in the CM's tangent space, avoiding discretisation errors and the need to evaluate the score explicitly from a pre-trained model. This introduces various instabilities in both numerics and training dynamics which this work aims to address. Projecting the score into tangent space also requires forward mode auto-differentiation to efficiently compute Jacobian vector products (JVP) with the tangent function $\partial {f_\theta(x_t,t)}/\partial{dt}$: derivative of a high-dimensional image with respect to a scalar (time). -
-$$ -Q_{t+1}^{A}(s_{t},a_{t})=Q_{t}^{A}(s_{t},a_{t})+\alpha _{t}(s_{t},a_{t})\left(r_{t}+\gamma Q_{t}^{B}\left(s_{t+1},\mathop {\operatorname {arg~max} } _{a}Q_{t}^{A}(s_{t+1},a)\right)-Q_{t}^{A}(s_{t},a_{t})\right). -$$ -
- -Code can also be included in the standard way: - -``` -import popart +### Their method -builder = popart.Builder() +They use a _TrigFlow_ formulation which uses $sin(t)$ and $cos(t)$ as interpolants to enforce boundary conditions. This formulation unifies previously proposed forms of diffusion but it is also simpler to stabilise. The resulting tangent function only has one unstable term (determined empirically). This is stabalised by a number of techniques: -# Build a simple graph -i1 = builder.addInputTensor(popart.TensorInfo("FLOAT", [1, 2, 32, 32])) -i2 = builder.addInputTensor(popart.TensorInfo("FLOAT", [1, 2, 32, 32])) +- Use a warm up schedule for the unstable term in the tangent. +- Remove the conditioning function on the time variable to avoid overflow in the tangent function. +- Use [positional embedding](https://arxiv.org/abs/1706.03762) instead of [Fourier embedding](https://arxiv.org/abs/2006.10739) to avoid unstable dynamics. +- Add extra normalisations within the adaptive group wise normalisation layers. +- The tangent function, as a whole, is normalised or clipped when it appears in the gradient. +- The variational weight is learned adaptively (this also conveniently removes another training hyper parameter). +- Rearrange the JVP calculation to avoid overflow in FP16 training. -o = builder.aiOnnx.add([i1, i2]) -``` +They additionally offer an efficient JVP implementation for flash attention for use with forward-mode auto-differentiation allowing them to increase the model size further than would otherwise be possible. ### Results -... - -### [optional] Takeaways - -... +TODO From b4cbce424581dc7b80aea3edd1ca2015a2b51d4e Mon Sep 17 00:00:00 2001 From: markp-gc <65598182+markp-gc@users.noreply.github.com> Date: Thu, 31 Oct 2024 17:23:18 +0000 Subject: [PATCH 04/35] Create tmp file to make a new dir --- assets/images/posts/2024-10/potm/sscm/tmp | 1 + 1 file changed, 1 insertion(+) create mode 100644 assets/images/posts/2024-10/potm/sscm/tmp diff --git a/assets/images/posts/2024-10/potm/sscm/tmp b/assets/images/posts/2024-10/potm/sscm/tmp new file mode 100644 index 0000000..a9a5aec --- /dev/null +++ b/assets/images/posts/2024-10/potm/sscm/tmp @@ -0,0 +1 @@ +tmp From c151fd22a81836070f6424e453d24bc120d6a560 Mon Sep 17 00:00:00 2001 From: markp-gc <65598182+markp-gc@users.noreply.github.com> Date: Thu, 31 Oct 2024 17:24:14 +0000 Subject: [PATCH 05/35] Intro 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z68QT}@IR>j>#qFoCkRjKEg6U@SuRwc|9#f}J6`^Kf&cf#{$t_(cg_CuCi&l6 Date: Thu, 31 Oct 2024 17:28:03 +0000 Subject: [PATCH 06/35] Rename paper_summary_template.md to ssscm.md --- guides/{paper_summary_template.md => ssscm.md} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename guides/{paper_summary_template.md => ssscm.md} (100%) diff --git a/guides/paper_summary_template.md b/guides/ssscm.md similarity index 100% rename from guides/paper_summary_template.md rename to guides/ssscm.md From ce7c5c990198ad93e7a295e7bdb008d2d6aad661 Mon Sep 17 00:00:00 2001 From: markp-gc <65598182+markp-gc@users.noreply.github.com> Date: Thu, 31 Oct 2024 17:31:58 +0000 Subject: [PATCH 07/35] Add figure 1 ssscm.md --- guides/ssscm.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/guides/ssscm.md b/guides/ssscm.md index ac5e2ed..28d348f 100644 --- a/guides/ssscm.md +++ b/guides/ssscm.md @@ -20,8 +20,8 @@ hidden: true This paper describes a range of techniques for stabilising the training of consistency models: generative models which can generate samples from noise in a small number of iterations. The stability improvements allow scaling to larger model size (1.5 billion parameters) which results in Frechet Inception Distance (FID) scores within 10% of the state of the art for image generation. -A specific and succinct sentence or two describing the figure (alt text). Valuable for seo and accessibility. -
Figure 1a. If the caption isn't included in the image, it should be added like so.
+Plot showing effective sampling compute versus FID score for a range of models. +
Figure 1: Sample quality vs. effective sampling compute (billion parameters × number of function evaluations during sampling). We compare the sample quality of different models on ImageNet 512×512, measured by FID (↓). Our 2-step sCM achieves sample quality comparable to the best previous generative models while using less than 10% of the effective sampling compute.
### Background Diffusion models, for example [denoising diffusion probabilistic models](https://arxiv.org/abs/2006.11239) (DDPMs), require hundreds or thousands of iterations to reverse a noising process and produce a sample. [Consistency models](https://arxiv.org/abs/2303.01469) (CMs), in contrast, are generative models that produce samples from noise in single step or a few steps of repeated denoising and noising if higher quality is required. Consitency models are trained either by distillation, e.g. from a pre-trained DDPM, or from scratch in such a way that any starting point on the same trajectory produces the same final sample: i.e samples are self-consistent. From 25142bd261363b2b67d6851dd4585cc8b331576c Mon Sep 17 00:00:00 2001 From: markp-gc <65598182+markp-gc@users.noreply.github.com> Date: Thu, 31 Oct 2024 17:32:56 +0000 Subject: [PATCH 08/35] Rename Screenshot 2024-10-31 at 17.15.41.png to figure_1.png --- .../figure_1.png} | Bin 1 file changed, 0 insertions(+), 0 deletions(-) rename assets/images/posts/2024-10/potm/{sscm/Screenshot 2024-10-31 at 17.15.41.png => ssscm/figure_1.png} (100%) diff --git a/assets/images/posts/2024-10/potm/sscm/Screenshot 2024-10-31 at 17.15.41.png b/assets/images/posts/2024-10/potm/ssscm/figure_1.png similarity index 100% rename from assets/images/posts/2024-10/potm/sscm/Screenshot 2024-10-31 at 17.15.41.png rename to assets/images/posts/2024-10/potm/ssscm/figure_1.png From 4cb2a6112759d3504e16b45c04e57b71a5597c38 Mon Sep 17 00:00:00 2001 From: markp-gc <65598182+markp-gc@users.noreply.github.com> Date: Thu, 31 Oct 2024 17:34:23 +0000 Subject: [PATCH 09/35] Delete assets/images/posts/2024-10/potm/sscm directory --- assets/images/posts/2024-10/potm/sscm/tmp | 1 - 1 file changed, 1 deletion(-) delete mode 100644 assets/images/posts/2024-10/potm/sscm/tmp diff --git a/assets/images/posts/2024-10/potm/sscm/tmp b/assets/images/posts/2024-10/potm/sscm/tmp deleted file mode 100644 index a9a5aec..0000000 --- a/assets/images/posts/2024-10/potm/sscm/tmp +++ /dev/null @@ -1 +0,0 @@ -tmp From 300a17e42a0ecadf414157e105898230ec7bbe47 Mon Sep 17 00:00:00 2001 From: markp-gc <65598182+markp-gc@users.noreply.github.com> Date: Thu, 31 Oct 2024 17:35:30 +0000 Subject: [PATCH 10/35] Change image path --- guides/ssscm.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/guides/ssscm.md b/guides/ssscm.md index 28d348f..1d665c0 100644 --- a/guides/ssscm.md +++ b/guides/ssscm.md @@ -9,7 +9,7 @@ tags: potm_year: 2024 potm_month: October paper_order: 1 # Editor will decide -image_dir: "/assets/images/posts/2024-10/potm/sscm/" +image_dir: "/assets/images/posts/2024-10/potm/ssscm/" review_author: name: "Mark Pupilli" link: "https://www.linkedin.com/in/mark-pupilli" From c90e1486d4d3a28e8db39a8a0081bd52bb304879 Mon Sep 17 00:00:00 2001 From: Alberto Cattaneo Date: Thu, 31 Oct 2024 17:52:03 +0000 Subject: [PATCH 11/35] first draft --- .../2024-10-30-paper_summary_template.md | 73 ------------------ .../papers/2024-10-30-thinking_llms.md | 50 ++++++++++++ .../2024-10/potm/thinking_llms/example.png | Bin 0 -> 224520 bytes .../posts/2024-10/potm/thinking_llms/fig1.png | Bin 0 -> 259390 bytes .../thinking_llms/fine_grained_results.png | Bin 0 -> 158272 bytes .../2024-10/potm/thinking_llms/results.png | Bin 0 -> 403269 bytes .../potm/thinking_llms/thought_prompt.png | Bin 0 -> 94196 bytes 7 files changed, 50 insertions(+), 73 deletions(-) delete mode 100644 _posts/papers-of-the-month/2024-10/papers/2024-10-30-paper_summary_template.md create mode 100644 _posts/papers-of-the-month/2024-10/papers/2024-10-30-thinking_llms.md create mode 100644 assets/images/posts/2024-10/potm/thinking_llms/example.png create mode 100644 assets/images/posts/2024-10/potm/thinking_llms/fig1.png create mode 100644 assets/images/posts/2024-10/potm/thinking_llms/fine_grained_results.png create mode 100644 assets/images/posts/2024-10/potm/thinking_llms/results.png create mode 100644 assets/images/posts/2024-10/potm/thinking_llms/thought_prompt.png diff --git a/_posts/papers-of-the-month/2024-10/papers/2024-10-30-paper_summary_template.md b/_posts/papers-of-the-month/2024-10/papers/2024-10-30-paper_summary_template.md deleted file mode 100644 index 010049f..0000000 --- a/_posts/papers-of-the-month/2024-10/papers/2024-10-30-paper_summary_template.md +++ /dev/null @@ -1,73 +0,0 @@ ---- -title: "" -paper_authors: "3 first authors)>" -orgs: "" -paper_link: "https://arxiv.org/abs/<...>" -tags: - - efficient-inference - - quantisation # Use https://graphcore-research.github.io/tags/ as reference -potm_year: 2024 -potm_month: 10 -paper_order: 1 # Editor will decide -image_dir: "/assets/images/posts/2024-10/potm//" -review_author: - name: "" - link: "" -hidden: true ---- - -[200 words is a rough guide for the length of a summary. -Feel free to go a fair bit over or under if needs be. -The editor will fix any issues with images being rendered too wide/narrow etc. -See README for how to view locally if you wish to (not required. Contact CB if this -is broken for you.)] - -### The key idea - -A few sentences outlining why the paper is interesting... - -Add images where appropriate throughout. This section should always -have at least 1 key figure though. - -*Please use high-res images (zoom in for those screenshots!)* - -A specific and succinct sentence or two describing the figure (alt text). Valuable for seo and accessibility. -
Figure 1a. If the caption isn't included in the image, it should be added like so.
- -### [optional] Background - -If necessary, a short intro to background matierial needed to understand the method - -### Their method - -Latex can be included in the standard way, either inline: $R=\sum _{t=0}^{\infty }\gamma ^{t}r_{t}$ - -Or as a block: - -
-$$ -Q_{t+1}^{A}(s_{t},a_{t})=Q_{t}^{A}(s_{t},a_{t})+\alpha _{t}(s_{t},a_{t})\left(r_{t}+\gamma Q_{t}^{B}\left(s_{t+1},\mathop {\operatorname {arg~max} } _{a}Q_{t}^{A}(s_{t+1},a)\right)-Q_{t}^{A}(s_{t},a_{t})\right). -$$ -
- -Code can also be included in the standard way: - -``` -import popart - -builder = popart.Builder() - -# Build a simple graph -i1 = builder.addInputTensor(popart.TensorInfo("FLOAT", [1, 2, 32, 32])) -i2 = builder.addInputTensor(popart.TensorInfo("FLOAT", [1, 2, 32, 32])) - -o = builder.aiOnnx.add([i1, i2]) -``` - -### Results - -... - -### [optional] Takeaways - -... diff --git a/_posts/papers-of-the-month/2024-10/papers/2024-10-30-thinking_llms.md b/_posts/papers-of-the-month/2024-10/papers/2024-10-30-thinking_llms.md new file mode 100644 index 0000000..b9ace2d --- /dev/null +++ b/_posts/papers-of-the-month/2024-10/papers/2024-10-30-thinking_llms.md @@ -0,0 +1,50 @@ +--- +title: "Thinking LLMs: General Instruction Following with Thought Generation" +paper_authors: "Tianhao Wu, et al." +orgs: "Meta FAIR, UC Berkeley, NYU" +paper_link: "https://arxiv.org/abs/2410.10630" +tags: + - LLMs + - self-correction + - reasoning +potm_year: 2024 +potm_month: 10 +paper_order: 1 # Editor will decide +image_dir: "/assets/images/posts/2024-10/potm/thinking_llms/" +review_author: + name: "Alberto Cattaneo" + link: "http://www.linkedin.com/in/albertocattaneo91" +hidden: true +--- + +### The key idea + +There has been a growing trend in allowing LLMs to use more inference-time compute to generate answers to hard questions. The [Chain-of-Thought](https://arxiv.org/abs/2201.11903) approach, which pushes the model to self-correct and iteratively revise its answer, has shown significant promise, but mainly for tasks involving maths and logic - while, in principle, taking the time to think should be helpful for any task. The authors propose a method to equip existing LLMs with the ability to think and plan before outputting a response, by a custom post-training procedure that does not require any additional human data (RLAIF). + +Thought Preference Optimization training procedure. + +### Their method + +The model's output is divided into two parts: the thought process (which, differently from CoT, will not be shown to the user) and the actual response. In order to achieve this separation, the user query is prepended with a generic \emph{thought prompt}, of the form: + +Example of thought prompt. + +Simply doing this will actually degrade the performance of the model, as instruction-tuned LLMs have been heavily optimized to provide direct responses. The model needs therefore to be fine-tuned to produce useful thoughts, but no instructions on how to think are provided: the LLM is incentivized to generate its own thoughts, using as steering metric only the quality of the response part of the output. This approach has the advantage of not requiring any additional training data on human thoughts, relying entirely on Reinforcement Learning from AI Feedback (RLAIF). + +Thought Process Optimization training is divided over several iterations. During an iteration, for each training instruction (concatenated to the thought prompt) multiple outputs are sampled. A judge model scores the outputs by only looking at the response part and ignoring the thought process. The best- and worst-scoring samples are then taken to construct a preference pair, which will be used as training data for the next iteration using a [Direct Preference Optimization loss](https://arxiv.org/abs/2305.18290). By doing so, the model learns which thoughts lead to a better response. + +### Results + +The authors use Llama-3-8B-Instruct as seed model. On both the AlpacaEval and Arena-Hard benchmarks, the LLM with Thought Process Optimization significantly outperforms the seed model, approaching (or even surpassing) the performance of much larger models. Interestingly enough, the training procedure shows great benefits even when the model is asked to produce direct responses without any thinking ("Direct response baseline" in the table). + +Results table. + +Improvements over the seed model are shown to consistently increase with the number of TPO training iterations. When looking at individual tasks, it is surprising to notice that - while mathematical and analytic tasks benefit from thinking - the categories with the larger improvements are actually non-reasoning ones, like language translation and writing, or marketing. + +Improvements for different tasks. + +Example of output for non-reasoning task. + +### Takeaways + +This work highlights how the reasoning abilities of an LLM at test time can be improved through RLAIF by letting the model learn on its own how to generate useful thoughts, unlike previous techniques (like self-correction and self-refinement) that relied on supervised fine-tuning. diff --git a/assets/images/posts/2024-10/potm/thinking_llms/example.png b/assets/images/posts/2024-10/potm/thinking_llms/example.png new file mode 100644 index 0000000000000000000000000000000000000000..ae0a2560b034dc3ed346a60388cf88fafbc72ba1 GIT binary patch literal 224520 zcmZs?by!9+2B*de`d-m)Zp|+O#i)YU;rJp?mxZ+?v 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zZAsfEfs%wI|4drJ*x0z49E1P-yZKOUjO9Qw1nf>~2g-G-*H&(?SJ(-8@$m3YvtJ|< zpwAD@=ExcU`Suc(-Rael;FTJrMp%|se`?_V6y-5%0u5%S)i zRtLfl;63XEOeSf6Aw~Z*0Sk`aFS2HXmD)f>LCmNH3}3_9v64Thyh)uD84<=|+X-k^2DOMiu-oN8cu%VLm{LXykn)s>wF?BKxp zUpDi2)g8T1vpn`oEl;bes%k0oN$rMpaa~S$yxp#w=DJx zSN3aPGPYzz!5aReL4f7fOyKQVAfu=#)$;Q4V}burlV}fY>>TI9nA2cO#a^lCHii!%h6$xNsF@^-LtrXYh`~O{^!g?9v zw~eVxdV5KJvk`bBhkp3S^Zl#O4*&96k@A-YcKQT)&wrekITSJ!ooKNGicb2t|HEq9 g#yCbkx^qj&X)ykoL-hNbJD8>*^G>?zt#R=G0jrqS(*OVf literal 0 HcmV?d00001 From a833b70f766272eec7a3b850846543f991476e28 Mon Sep 17 00:00:00 2001 From: markp-gc <65598182+markp-gc@users.noreply.github.com> Date: Fri, 1 Nov 2024 09:48:03 +0000 Subject: [PATCH 12/35] Update ssscm.md --- guides/ssscm.md | 22 +++++++++++++++++++--- 1 file changed, 19 insertions(+), 3 deletions(-) diff --git a/guides/ssscm.md b/guides/ssscm.md index 1d665c0..349b6ff 100644 --- a/guides/ssscm.md +++ b/guides/ssscm.md @@ -18,7 +18,7 @@ hidden: true ### The key idea -This paper describes a range of techniques for stabilising the training of consistency models: generative models which can generate samples from noise in a small number of iterations. The stability improvements allow scaling to larger model size (1.5 billion parameters) which results in Frechet Inception Distance (FID) scores within 10% of the state of the art for image generation. +This paper describes a range of techniques for stabilising the training of consistency models: generative models which can generate images from noise in a small number of iterations. Their improvements allow scaling to larger model size (1.5 billion parameters) which results in Frechet Inception Distance (FID) scores within 10% of the [current state of the art](https://arxiv.org/abs/2406.11838) for image generation but with orders of magnitude lower computational cost and better parameter efficiency than some larger networks. Plot showing effective sampling compute versus FID score for a range of models.

    Figure 1: Sample quality vs. effective sampling compute (billion parameters × number of function evaluations during sampling). We compare the sample quality of different models on ImageNet 512×512, measured by FID (↓). Our 2-step sCM achieves sample quality comparable to the best previous generative models while using less than 10% of the effective sampling compute.
    @@ -28,7 +28,9 @@ Diffusion models, for example [denoising diffusion probabilistic models](https:/ The reduction in iterations required for sampling can reduce computational cost by orders of magnitude and the consistency property adds robustness preventing mode collapse which could manifest as poor variety in generated images (only representating averaged subsets of the training distribution). The trade-off for these advantages is somewhat reduced generation quality (FID scores) compared to other methods. -Continuous-time CMs reformulate the training objective to score match in the CM's tangent space, avoiding discretisation errors and the need to evaluate the score explicitly from a pre-trained model. This introduces various instabilities in both numerics and training dynamics which this work aims to address. Projecting the score into tangent space also requires forward mode auto-differentiation to efficiently compute Jacobian vector products (JVP) with the tangent function $\partial {f_\theta(x_t,t)}/\partial{dt}$: derivative of a high-dimensional image with respect to a scalar (time). +Continuous-time CMs reformulate the training objective to score match in the CM's tangent space, avoiding discretisation errors and the need to evaluate the score explicitly from a pre-trained model. This introduces various instabilities in both numerics and training dynamics which this work aims to address. + +Projecting the score into tangent space also requires forward mode auto-differentiation to efficiently compute Jacobian vector products (JVP) with the tangent function $\partial {f_\theta(x_t,t)}/\partial{dt}$: derivative of a high-dimensional image with respect to a scalar (time). ### Their method @@ -46,4 +48,18 @@ They additionally offer an efficient JVP implementation for flash attention for ### Results -TODO +They compare two variants of their model consistency training (sCT) and distillation (sCD) with a range of other models. sCD (distillation from a pre-trained network) is shown to be the preferred method as it gives better task performance than sCT, is compatible with classifier free guidance, and is also more computationally efficient for larger image sizes. They also show evidence that sCD has the desireable propertty of scaling at the same rate as the teacher model. + +The table below shows sample quality for a small subset of their comparisons (see the full paper for their comprehensive results): + +|Model|# Function Evaluations(↓)|FID(↓)|#Params| +|---|---|---|---| +|sCT-XXL (theirs)|2|3.76|1.5B| +|sCD-XXL (theirs)|1|2.28|1.5B| +|sCD-XXL (theirs)|2|1.88|1.5B| +|sCD-XXL (theirs)|2|1.88|1.5B| +|EDM2-L|126|1.88|778M| +|EDM2-XXL|126|1.81|1.5B| +|MAR|128|**1.73**|481M| + +Further improvements may close the above gap and improve parameter efficiency with the potential to allow high-quality images to be generated in real-time. From 2171a04f0ff49933724a00f7b042ce491c282a36 Mon Sep 17 00:00:00 2001 From: markp-gc <65598182+markp-gc@users.noreply.github.com> Date: Fri, 1 Nov 2024 09:51:06 +0000 Subject: [PATCH 13/35] Update ssscm.md --- guides/ssscm.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/guides/ssscm.md b/guides/ssscm.md index 349b6ff..930c5d9 100644 --- a/guides/ssscm.md +++ b/guides/ssscm.md @@ -18,7 +18,7 @@ hidden: true ### The key idea -This paper describes a range of techniques for stabilising the training of consistency models: generative models which can generate images from noise in a small number of iterations. Their improvements allow scaling to larger model size (1.5 billion parameters) which results in Frechet Inception Distance (FID) scores within 10% of the [current state of the art](https://arxiv.org/abs/2406.11838) for image generation but with orders of magnitude lower computational cost and better parameter efficiency than some larger networks. +This paper describes a range of techniques for stabilising the training of consistency models: generative models which produce images from noise in a small number of iterations. Their improvements allow scaling to larger model size (1.5 billion parameters) which results in Frechet Inception Distance (FID) scores within 10% of the [current state of the art](https://arxiv.org/abs/2406.11838) for image generation but with orders of magnitude lower computational cost and better parameter efficiency than some larger networks. Plot showing effective sampling compute versus FID score for a range of models.
    Figure 1: Sample quality vs. effective sampling compute (billion parameters × number of function evaluations during sampling). We compare the sample quality of different models on ImageNet 512×512, measured by FID (↓). Our 2-step sCM achieves sample quality comparable to the best previous generative models while using less than 10% of the effective sampling compute.
    From b993c04ef250435630c76bed43d2db4de28bdc83 Mon Sep 17 00:00:00 2001 From: markp-gc <65598182+markp-gc@users.noreply.github.com> Date: Fri, 1 Nov 2024 09:53:39 +0000 Subject: [PATCH 14/35] Update ssscm.md --- guides/ssscm.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/guides/ssscm.md b/guides/ssscm.md index 930c5d9..c711093 100644 --- a/guides/ssscm.md +++ b/guides/ssscm.md @@ -30,7 +30,7 @@ The reduction in iterations required for sampling can reduce computational cost Continuous-time CMs reformulate the training objective to score match in the CM's tangent space, avoiding discretisation errors and the need to evaluate the score explicitly from a pre-trained model. This introduces various instabilities in both numerics and training dynamics which this work aims to address. -Projecting the score into tangent space also requires forward mode auto-differentiation to efficiently compute Jacobian vector products (JVP) with the tangent function $\partial {f_\theta(x_t,t)}/\partial{dt}$: derivative of a high-dimensional image with respect to a scalar (time). +Projecting the score into tangent space also requires forward mode auto-differentiation to efficiently compute Jacobian vector products (JVPs) with the tangent function $\partial {f_\theta(x_t,t)}/\partial{dt}$: the derivative of a high-dimensional image with respect to a scalar (time). ### Their method From eff3c5e932d8f73ccf1c90a34ebc8189d3f3dc3f Mon Sep 17 00:00:00 2001 From: markp-gc <65598182+markp-gc@users.noreply.github.com> Date: Fri, 1 Nov 2024 09:54:22 +0000 Subject: [PATCH 15/35] Update ssscm.md --- guides/ssscm.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/guides/ssscm.md b/guides/ssscm.md index c711093..1dd7a04 100644 --- a/guides/ssscm.md +++ b/guides/ssscm.md @@ -44,7 +44,7 @@ They use a _TrigFlow_ formulation which uses $sin(t)$ and $cos(t)$ as interpolan - The variational weight is learned adaptively (this also conveniently removes another training hyper parameter). - Rearrange the JVP calculation to avoid overflow in FP16 training. -They additionally offer an efficient JVP implementation for flash attention for use with forward-mode auto-differentiation allowing them to increase the model size further than would otherwise be possible. +They additionally offer an efficient JVP implementation for flash attention for use with forward-mode auto-differentiation allowing them to increase the model size further than would otherwise be practical. ### Results From db41f1d0bf16eb248dfad45b83fc47b39abf06f5 Mon Sep 17 00:00:00 2001 From: Alberto Cattaneo Date: Fri, 1 Nov 2024 10:16:51 +0000 Subject: [PATCH 16/35] final version --- .../2024-10/papers/2024-10-30-thinking_llms.md | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/_posts/papers-of-the-month/2024-10/papers/2024-10-30-thinking_llms.md b/_posts/papers-of-the-month/2024-10/papers/2024-10-30-thinking_llms.md index b9ace2d..7319c44 100644 --- a/_posts/papers-of-the-month/2024-10/papers/2024-10-30-thinking_llms.md +++ b/_posts/papers-of-the-month/2024-10/papers/2024-10-30-thinking_llms.md @@ -19,27 +19,27 @@ hidden: true ### The key idea -There has been a growing trend in allowing LLMs to use more inference-time compute to generate answers to hard questions. The [Chain-of-Thought](https://arxiv.org/abs/2201.11903) approach, which pushes the model to self-correct and iteratively revise its answer, has shown significant promise, but mainly for tasks involving maths and logic - while, in principle, taking the time to think should be helpful for any task. The authors propose a method to equip existing LLMs with the ability to think and plan before outputting a response, by a custom post-training procedure that does not require any additional human data (RLAIF). +There has been a growing trend in allowing LLMs to use more inference-time compute to generate answers to harder questions. The [Chain-of-Thought](https://arxiv.org/abs/2201.11903) approach, which pushes the model to self-correct and iteratively revise its answer, has shown significant promise, but mainly for tasks involving maths and logic - while, in principle, taking the time to think should be helpful for any task. The authors propose a method to equip existing LLMs with the ability to think and plan before outputting a response, by a custom post-training procedure, dubbed Thought Process Optimization, which does not require any additional human data (RLAIF). Thought Preference Optimization training procedure. ### Their method -The model's output is divided into two parts: the thought process (which, differently from CoT, will not be shown to the user) and the actual response. In order to achieve this separation, the user query is prepended with a generic \emph{thought prompt}, of the form: +The LLM's output is divided into two parts: the thought process (which, differently from CoT, will not be shown to the user) and the actual response. In order to achieve this separation, the user query is prepended with a generic *thought prompt*, of the form: Example of thought prompt. -Simply doing this will actually degrade the performance of the model, as instruction-tuned LLMs have been heavily optimized to provide direct responses. The model needs therefore to be fine-tuned to produce useful thoughts, but no instructions on how to think are provided: the LLM is incentivized to generate its own thoughts, using as steering metric only the quality of the response part of the output. This approach has the advantage of not requiring any additional training data on human thoughts, relying entirely on Reinforcement Learning from AI Feedback (RLAIF). +Simply doing this will actually degrade the performance of the model, as instruction-tuned LLMs have been heavily optimized to provide direct responses. The model needs therefore to be fine-tuned to produce useful thoughts. Crucially, no instructions on how to think are provided: the LLM is incentivized to generate its own thoughts, using as steering metric only the quality of the response part of the output. This approach has the advantage of not requiring any additional training data on human thoughts, relying entirely on Reinforcement Learning from AI Feedback (RLAIF). -Thought Process Optimization training is divided over several iterations. During an iteration, for each training instruction (concatenated to the thought prompt) multiple outputs are sampled. A judge model scores the outputs by only looking at the response part and ignoring the thought process. The best- and worst-scoring samples are then taken to construct a preference pair, which will be used as training data for the next iteration using a [Direct Preference Optimization loss](https://arxiv.org/abs/2305.18290). By doing so, the model learns which thoughts lead to a better response. +Thought Process Optimization training is performed over several iterations. During an iteration, for each training instruction (concatenated to the thought prompt) multiple outputs are sampled in parallel. A judge model scores the outputs by only looking at the response part, ignoring the thought process. The best- and worst-scoring samples are then taken to construct a preference pair, which will be used as training data for the next iteration using a [Direct Preference Optimization](https://arxiv.org/abs/2305.18290) loss. By doing so, the model is able to learn which thoughts lead to a better response. ### Results -The authors use Llama-3-8B-Instruct as seed model. On both the AlpacaEval and Arena-Hard benchmarks, the LLM with Thought Process Optimization significantly outperforms the seed model, approaching (or even surpassing) the performance of much larger models. Interestingly enough, the training procedure shows great benefits even when the model is asked to produce direct responses without any thinking ("Direct response baseline" in the table). +The authors use Llama-3-8B-Instruct as seed model. On both the AlpacaEval and Arena-Hard benchmarks, the LLM with Thought Process Optimization significantly outperforms the seed model, approaching (or even surpassing) the performance of much larger models. Interestingly enough, the fine-tuning procedure shows great benefits even when the model is asked to produce direct responses without any thinking ("Direct response baseline" in the table). Results table. -Improvements over the seed model are shown to consistently increase with the number of TPO training iterations. When looking at individual tasks, it is surprising to notice that - while mathematical and analytic tasks benefit from thinking - the categories with the larger improvements are actually non-reasoning ones, like language translation and writing, or marketing. +Improvements over the seed model are shown to consistently increase with the number of TPO fine-tuning iterations. When looking at individual categories of instructions, it is surprising to notice that - while mathematical and analytic tasks benefit from thinking - the categories with the larger improvements are actually non-reasoning ones, like language translation and writing, or marketing. Improvements for different tasks. @@ -47,4 +47,4 @@ Improvements over the seed model are shown to consistently increase with the num ### Takeaways -This work highlights how the reasoning abilities of an LLM at test time can be improved through RLAIF by letting the model learn on its own how to generate useful thoughts, unlike previous techniques (like self-correction and self-refinement) that relied on supervised fine-tuning. +This work highlights how the reasoning abilities of an LLM at test time can be improved through RLAIF by letting the model learn on its own how to generate useful thoughts, unlike previous techniques (like self-correction and self-refinement) that relied on supervised fine-tuning. The promising results, especially in areas that have been typically believed not to require much reasoning skills, will surely spark future research on the benefits of spending more compute at inference time. From 1c3a75eadf0de46078d2f80dbc9b4217b25d4f9b Mon Sep 17 00:00:00 2001 From: Alberto Cattaneo Date: Fri, 1 Nov 2024 10:25:08 +0000 Subject: [PATCH 17/35] small change --- .../2024-10/papers/2024-10-30-thinking_llms.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/_posts/papers-of-the-month/2024-10/papers/2024-10-30-thinking_llms.md b/_posts/papers-of-the-month/2024-10/papers/2024-10-30-thinking_llms.md index 7319c44..7133cd2 100644 --- a/_posts/papers-of-the-month/2024-10/papers/2024-10-30-thinking_llms.md +++ b/_posts/papers-of-the-month/2024-10/papers/2024-10-30-thinking_llms.md @@ -31,7 +31,7 @@ The LLM's output is divided into two parts: the thought process (which, differen Simply doing this will actually degrade the performance of the model, as instruction-tuned LLMs have been heavily optimized to provide direct responses. The model needs therefore to be fine-tuned to produce useful thoughts. Crucially, no instructions on how to think are provided: the LLM is incentivized to generate its own thoughts, using as steering metric only the quality of the response part of the output. This approach has the advantage of not requiring any additional training data on human thoughts, relying entirely on Reinforcement Learning from AI Feedback (RLAIF). -Thought Process Optimization training is performed over several iterations. During an iteration, for each training instruction (concatenated to the thought prompt) multiple outputs are sampled in parallel. A judge model scores the outputs by only looking at the response part, ignoring the thought process. The best- and worst-scoring samples are then taken to construct a preference pair, which will be used as training data for the next iteration using a [Direct Preference Optimization](https://arxiv.org/abs/2305.18290) loss. By doing so, the model is able to learn which thoughts lead to a better response. +Thought Process Optimization training is performed over several iterations. During an iteration, for each training instruction (concatenated to the thought prompt) multiple outputs are sampled in parallel. A judge model scores the outputs by only looking at the response part, ignoring the thought process. The best- and worst-scoring samples (now including the thought process) are then taken to construct a preference pair, which will be used as training data for the next iteration using a [Direct Preference Optimization](https://arxiv.org/abs/2305.18290) loss. By doing so, the model is able to learn which thoughts lead to a better response. ### Results From 2bd8521ce41f114dd1d70367138427f758d2f3e2 Mon Sep 17 00:00:00 2001 From: Luka Ribar Date: Fri, 1 Nov 2024 11:24:06 +0000 Subject: [PATCH 18/35] Add paper file --- ...ummary_template.md => 2024-10-30-fluid.md} | 25 ++++++++----------- 1 file changed, 11 insertions(+), 14 deletions(-) rename _posts/papers-of-the-month/2024-10/papers/{2024-10-30-paper_summary_template.md => 2024-10-30-fluid.md} (59%) diff --git a/_posts/papers-of-the-month/2024-10/papers/2024-10-30-paper_summary_template.md b/_posts/papers-of-the-month/2024-10/papers/2024-10-30-fluid.md similarity index 59% rename from _posts/papers-of-the-month/2024-10/papers/2024-10-30-paper_summary_template.md rename to _posts/papers-of-the-month/2024-10/papers/2024-10-30-fluid.md index 010049f..9123a0c 100644 --- a/_posts/papers-of-the-month/2024-10/papers/2024-10-30-paper_summary_template.md +++ b/_posts/papers-of-the-month/2024-10/papers/2024-10-30-fluid.md @@ -1,26 +1,23 @@ --- -title: "" -paper_authors: "3 first authors)>" -orgs: "" -paper_link: "https://arxiv.org/abs/<...>" +title: "Fluid: Scaling Autoregressive Text-to-image Generative Models with Continuous Tokens" +paper_authors: "Lijie Fan, et al." +orgs: "Google DeepMind" +paper_link: "https://arxiv.org/abs/2410.13863" tags: - - efficient-inference - - quantisation # Use https://graphcore-research.github.io/tags/ as reference + - image-generation + - computer-vision + - transformers # Use https://graphcore-research.github.io/tags/ as reference potm_year: 2024 potm_month: 10 paper_order: 1 # Editor will decide -image_dir: "/assets/images/posts/2024-10/potm//" +image_dir: "/assets/images/posts/2024-10/potm/fluid/" review_author: - name: "" - link: "" + name: "Luka Ribar" + link: "https://www.linkedin.com/in/luka-ribar/" hidden: true --- -[200 words is a rough guide for the length of a summary. -Feel free to go a fair bit over or under if needs be. -The editor will fix any issues with images being rendered too wide/narrow etc. -See README for how to view locally if you wish to (not required. Contact CB if this -is broken for you.)] +With the success of models such as Stable Diffusion, DALL-E 3, and Imagen, diffusion models have become the de facto standard for generative text-to-image models. At the same time, unlike their dominance in natural language processing, autoregressive models have been lagging behind. In order to narrow the gap between the two, the authors of this paper study the usage of continuous tokens, as well as the generation order of the image tokens. By training models up to 10.5B size, they show that a random-order autoregressive model using continuous tokens showcases improved performance. ### The key idea From 603a43fd0c37217c702a54f38d1f37e5bdbf9caa Mon Sep 17 00:00:00 2001 From: Luka Ribar Date: Fri, 1 Nov 2024 11:35:07 +0000 Subject: [PATCH 19/35] Move paper summary --- .../papers-of-the-month/2024-10/papers/2024-10-30-ssscm.md | 0 .../paper_summary_template.md | 0 2 files changed, 0 insertions(+), 0 deletions(-) rename guides/ssscm.md => _posts/papers-of-the-month/2024-10/papers/2024-10-30-ssscm.md (100%) rename _posts/papers-of-the-month/2024-10/papers/2024-10-30-paper_summary_template.md => guides/paper_summary_template.md (100%) diff --git a/guides/ssscm.md b/_posts/papers-of-the-month/2024-10/papers/2024-10-30-ssscm.md similarity index 100% rename from guides/ssscm.md rename to _posts/papers-of-the-month/2024-10/papers/2024-10-30-ssscm.md diff --git a/_posts/papers-of-the-month/2024-10/papers/2024-10-30-paper_summary_template.md b/guides/paper_summary_template.md similarity index 100% rename from _posts/papers-of-the-month/2024-10/papers/2024-10-30-paper_summary_template.md rename to guides/paper_summary_template.md From ac0ebadff94253bd296935ef1b03ff4f0c4347ca Mon Sep 17 00:00:00 2001 From: Luka Ribar Date: Fri, 1 Nov 2024 11:36:21 +0000 Subject: [PATCH 20/35] Undo changes to template --- guides/paper_summary_template.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/guides/paper_summary_template.md b/guides/paper_summary_template.md index 010049f..eb85e4b 100644 --- a/guides/paper_summary_template.md +++ b/guides/paper_summary_template.md @@ -6,10 +6,10 @@ paper_link: "https://arxiv.org/abs/<...>" tags: - efficient-inference - quantisation # Use https://graphcore-research.github.io/tags/ as reference -potm_year: 2024 -potm_month: 10 +potm_year: +potm_month: paper_order: 1 # Editor will decide -image_dir: "/assets/images/posts/2024-10/potm//" +image_dir: "/assets/images/posts//potm//" review_author: name: "" link: "" From b925a28ec828fa600739355819f7d021883866cc Mon Sep 17 00:00:00 2001 From: Luka Ribar Date: Fri, 1 Nov 2024 14:30:39 +0000 Subject: [PATCH 21/35] Tweaks --- .../2024-10/papers/2024-10-30-ssscm.md | 24 +++++++++---------- 1 file changed, 12 insertions(+), 12 deletions(-) diff --git a/_posts/papers-of-the-month/2024-10/papers/2024-10-30-ssscm.md b/_posts/papers-of-the-month/2024-10/papers/2024-10-30-ssscm.md index 1dd7a04..199b726 100644 --- a/_posts/papers-of-the-month/2024-10/papers/2024-10-30-ssscm.md +++ b/_posts/papers-of-the-month/2024-10/papers/2024-10-30-ssscm.md @@ -2,13 +2,14 @@ title: "Simplifying, Stabilizing & Scaling Continuous-Time Consistency Models" paper_authors: "Cheng Lu and Yang Song" orgs: "OpenAI" -paper_link: "[https://arxiv.org/abs/<...>](https://arxiv.org/abs/2410.11081)" +paper_link: "https://arxiv.org/abs/2410.11081" tags: - diffusion + - computer-vision - efficient-inference potm_year: 2024 -potm_month: October -paper_order: 1 # Editor will decide +potm_month: 10 +paper_order: 1 image_dir: "/assets/images/posts/2024-10/potm/ssscm/" review_author: name: "Mark Pupilli" @@ -20,13 +21,13 @@ hidden: true This paper describes a range of techniques for stabilising the training of consistency models: generative models which produce images from noise in a small number of iterations. Their improvements allow scaling to larger model size (1.5 billion parameters) which results in Frechet Inception Distance (FID) scores within 10% of the [current state of the art](https://arxiv.org/abs/2406.11838) for image generation but with orders of magnitude lower computational cost and better parameter efficiency than some larger networks. -Plot showing effective sampling compute versus FID score for a range of models. -
    Figure 1: Sample quality vs. effective sampling compute (billion parameters × number of function evaluations during sampling). We compare the sample quality of different models on ImageNet 512×512, measured by FID (↓). Our 2-step sCM achieves sample quality comparable to the best previous generative models while using less than 10% of the effective sampling compute.
    +Plot showing effective sampling compute versus FID score for a range of models. +
    Figure 1: Sample quality vs. effective sampling compute (billion parameters × number of function evaluations during sampling). The sample quality of different models is compared on ImageNet 512×512, measured by FID (↓). The 2-step sCM achieves sample quality comparable to the best previous generative models while using less than 10% of the effective sampling compute.
    ### Background -Diffusion models, for example [denoising diffusion probabilistic models](https://arxiv.org/abs/2006.11239) (DDPMs), require hundreds or thousands of iterations to reverse a noising process and produce a sample. [Consistency models](https://arxiv.org/abs/2303.01469) (CMs), in contrast, are generative models that produce samples from noise in single step or a few steps of repeated denoising and noising if higher quality is required. Consitency models are trained either by distillation, e.g. from a pre-trained DDPM, or from scratch in such a way that any starting point on the same trajectory produces the same final sample: i.e samples are self-consistent. +Diffusion models, for example [denoising diffusion probabilistic models](https://arxiv.org/abs/2006.11239) (DDPMs), require hundreds or thousands of iterations to reverse a noising process and produce a sample. [Consistency models](https://arxiv.org/abs/2303.01469) (CMs), in contrast, are generative models that produce samples from noise in a single step (or a few steps of repeated denoising and noising if higher quality is required). Consistency models are trained either by distillation, e.g. from a pre-trained DDPM, or from scratch in such a way that any starting point on the same trajectory produces the same final sample (i.e samples are self-consistent). -The reduction in iterations required for sampling can reduce computational cost by orders of magnitude and the consistency property adds robustness preventing mode collapse which could manifest as poor variety in generated images (only representating averaged subsets of the training distribution). The trade-off for these advantages is somewhat reduced generation quality (FID scores) compared to other methods. +The reduction in iterations required for sampling can reduce computational cost by orders of magnitude, while the consistency property adds robustness by preventing mode collapse which could manifest as poor variety in generated images (only representing averaged subsets of the training distribution). The trade-off for these advantages is somewhat reduced generation quality (FID scores) compared to other methods. Continuous-time CMs reformulate the training objective to score match in the CM's tangent space, avoiding discretisation errors and the need to evaluate the score explicitly from a pre-trained model. This introduces various instabilities in both numerics and training dynamics which this work aims to address. @@ -34,21 +35,21 @@ Projecting the score into tangent space also requires forward mode auto-differen ### Their method -They use a _TrigFlow_ formulation which uses $sin(t)$ and $cos(t)$ as interpolants to enforce boundary conditions. This formulation unifies previously proposed forms of diffusion but it is also simpler to stabilise. The resulting tangent function only has one unstable term (determined empirically). This is stabalised by a number of techniques: +The authors use a _TrigFlow_ formulation which uses $sin(t)$ and $cos(t)$ as interpolants to enforce boundary conditions. This formulation unifies previously proposed forms of diffusion but it is also simpler to stabilise. The resulting tangent function only has one unstable term (determined empirically). This is stabalised by a number of techniques: - Use a warm up schedule for the unstable term in the tangent. - Remove the conditioning function on the time variable to avoid overflow in the tangent function. - Use [positional embedding](https://arxiv.org/abs/1706.03762) instead of [Fourier embedding](https://arxiv.org/abs/2006.10739) to avoid unstable dynamics. - Add extra normalisations within the adaptive group wise normalisation layers. - The tangent function, as a whole, is normalised or clipped when it appears in the gradient. -- The variational weight is learned adaptively (this also conveniently removes another training hyper parameter). +- The variational weight is learned adaptively (this also conveniently removes another training hyperparameter). - Rearrange the JVP calculation to avoid overflow in FP16 training. -They additionally offer an efficient JVP implementation for flash attention for use with forward-mode auto-differentiation allowing them to increase the model size further than would otherwise be practical. +They additionally offer an efficient JVP implementation for flash attention used with forward-mode auto-differentiation allowing them to increase the model size further than would otherwise be practical. ### Results -They compare two variants of their model consistency training (sCT) and distillation (sCD) with a range of other models. sCD (distillation from a pre-trained network) is shown to be the preferred method as it gives better task performance than sCT, is compatible with classifier free guidance, and is also more computationally efficient for larger image sizes. They also show evidence that sCD has the desireable propertty of scaling at the same rate as the teacher model. +They compare two variants of their model, consistency training (sCT) and distillation (sCD), with a range of other models. sCD (distillation from a pre-trained network) is shown to be the preferred method as it gives better task performance than sCT, is compatible with classifier free guidance, and is also more computationally efficient for larger image sizes. They also show evidence that sCD has the desireable property of scaling at the same rate as the teacher model. The table below shows sample quality for a small subset of their comparisons (see the full paper for their comprehensive results): @@ -57,7 +58,6 @@ The table below shows sample quality for a small subset of their comparisons (se |sCT-XXL (theirs)|2|3.76|1.5B| |sCD-XXL (theirs)|1|2.28|1.5B| |sCD-XXL (theirs)|2|1.88|1.5B| -|sCD-XXL (theirs)|2|1.88|1.5B| |EDM2-L|126|1.88|778M| |EDM2-XXL|126|1.81|1.5B| |MAR|128|**1.73**|481M| From 20a9d8c836cc2dae7a8c3b254c262b2500284bef Mon Sep 17 00:00:00 2001 From: Luka Ribar Date: Fri, 1 Nov 2024 15:02:31 +0000 Subject: [PATCH 22/35] Tweaks --- .../2024-10/papers/2024-10-30-thinking_llms.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/_posts/papers-of-the-month/2024-10/papers/2024-10-30-thinking_llms.md b/_posts/papers-of-the-month/2024-10/papers/2024-10-30-thinking_llms.md index 7133cd2..d155151 100644 --- a/_posts/papers-of-the-month/2024-10/papers/2024-10-30-thinking_llms.md +++ b/_posts/papers-of-the-month/2024-10/papers/2024-10-30-thinking_llms.md @@ -9,7 +9,7 @@ tags: - reasoning potm_year: 2024 potm_month: 10 -paper_order: 1 # Editor will decide +paper_order: 3 image_dir: "/assets/images/posts/2024-10/potm/thinking_llms/" review_author: name: "Alberto Cattaneo" @@ -19,7 +19,7 @@ hidden: true ### The key idea -There has been a growing trend in allowing LLMs to use more inference-time compute to generate answers to harder questions. The [Chain-of-Thought](https://arxiv.org/abs/2201.11903) approach, which pushes the model to self-correct and iteratively revise its answer, has shown significant promise, but mainly for tasks involving maths and logic - while, in principle, taking the time to think should be helpful for any task. The authors propose a method to equip existing LLMs with the ability to think and plan before outputting a response, by a custom post-training procedure, dubbed Thought Process Optimization, which does not require any additional human data (RLAIF). +There has been a growing trend in allowing LLMs to use more inference-time compute to generate answers to harder questions. The [Chain-of-Thought](https://arxiv.org/abs/2201.11903) approach, which pushes the model to self-correct and iteratively revise its answer, has shown significant promise, particularly for tasks involving maths and logic. However, in principle, taking the time to think should be helpful for a broad range of tasks. The authors propose a method to equip existing LLMs with the ability to think and plan before outputting a response through a custom post-training procedure called Thought Process Optimization. The technique does not require any additional human data, instead leveraging Reinforcement Learning from AI Feedback (RLAIF). Thought Preference Optimization training procedure. @@ -29,13 +29,13 @@ The LLM's output is divided into two parts: the thought process (which, differen Example of thought prompt. -Simply doing this will actually degrade the performance of the model, as instruction-tuned LLMs have been heavily optimized to provide direct responses. The model needs therefore to be fine-tuned to produce useful thoughts. Crucially, no instructions on how to think are provided: the LLM is incentivized to generate its own thoughts, using as steering metric only the quality of the response part of the output. This approach has the advantage of not requiring any additional training data on human thoughts, relying entirely on Reinforcement Learning from AI Feedback (RLAIF). +Simply doing this will actually degrade the performance of the model, as instruction-tuned LLMs have been heavily optimized to provide direct responses. The model needs therefore to be fine-tuned to produce useful thoughts. Crucially, no instructions on how to think are provided: the LLM is incentivised to generate its own thoughts, using only the quality of the response as the steering metric. This approach has the advantage of not requiring any additional training data on human thoughts, relying entirely on Reinforcement Learning from AI Feedback (RLAIF). -Thought Process Optimization training is performed over several iterations. During an iteration, for each training instruction (concatenated to the thought prompt) multiple outputs are sampled in parallel. A judge model scores the outputs by only looking at the response part, ignoring the thought process. The best- and worst-scoring samples (now including the thought process) are then taken to construct a preference pair, which will be used as training data for the next iteration using a [Direct Preference Optimization](https://arxiv.org/abs/2305.18290) loss. By doing so, the model is able to learn which thoughts lead to a better response. +Thought Process Optimization training is performed over several iterations. During an iteration, for each training instruction (concatenated to the thought prompt), multiple outputs are sampled in parallel. A judge model scores the outputs by only looking at the response part, ignoring the thought process. The best- and worst-scoring samples (now including the thought process) are then taken to construct a preference pair, which will be used as training data for the next iteration using a [Direct Preference Optimization](https://arxiv.org/abs/2305.18290) loss. By doing so, the model is able to learn which thoughts lead to a better response. ### Results -The authors use Llama-3-8B-Instruct as seed model. On both the AlpacaEval and Arena-Hard benchmarks, the LLM with Thought Process Optimization significantly outperforms the seed model, approaching (or even surpassing) the performance of much larger models. Interestingly enough, the fine-tuning procedure shows great benefits even when the model is asked to produce direct responses without any thinking ("Direct response baseline" in the table). +The authors use Llama-3-8B-Instruct as the seed model. On both the AlpacaEval and Arena-Hard benchmarks, the LLM with Thought Process Optimization significantly outperforms the seed model, approaching (or even surpassing) the performance of much larger models. Interestingly enough, the fine-tuning procedure shows great benefits even when the model is asked to produce direct responses without any thinking ("Direct response baseline" in the table). Results table. From 683f30ac012a77ef415aec9acdfb6c14a88d1b7f Mon Sep 17 00:00:00 2001 From: Luka Ribar Date: Sun, 3 Nov 2024 22:53:04 +0000 Subject: [PATCH 23/35] Update paper summary --- .../2024-10/papers/2024-10-30-fluid.md | 55 ++++++------------ .../images/posts/2024-10/potm/fluid/fig1.png | Bin 0 -> 231138 bytes .../images/posts/2024-10/potm/fluid/fig2.png | Bin 0 -> 121855 bytes .../images/posts/2024-10/potm/fluid/fig3.png | Bin 0 -> 131231 bytes 4 files changed, 18 insertions(+), 37 deletions(-) create mode 100644 assets/images/posts/2024-10/potm/fluid/fig1.png create mode 100644 assets/images/posts/2024-10/potm/fluid/fig2.png create mode 100644 assets/images/posts/2024-10/potm/fluid/fig3.png diff --git a/_posts/papers-of-the-month/2024-10/papers/2024-10-30-fluid.md b/_posts/papers-of-the-month/2024-10/papers/2024-10-30-fluid.md index 9123a0c..faf1a17 100644 --- a/_posts/papers-of-the-month/2024-10/papers/2024-10-30-fluid.md +++ b/_posts/papers-of-the-month/2024-10/papers/2024-10-30-fluid.md @@ -6,10 +6,10 @@ paper_link: "https://arxiv.org/abs/2410.13863" tags: - image-generation - computer-vision - - transformers # Use https://graphcore-research.github.io/tags/ as reference + - transformers potm_year: 2024 potm_month: 10 -paper_order: 1 # Editor will decide +paper_order: 2 image_dir: "/assets/images/posts/2024-10/potm/fluid/" review_author: name: "Luka Ribar" @@ -17,54 +17,35 @@ review_author: hidden: true --- -With the success of models such as Stable Diffusion, DALL-E 3, and Imagen, diffusion models have become the de facto standard for generative text-to-image models. At the same time, unlike their dominance in natural language processing, autoregressive models have been lagging behind. In order to narrow the gap between the two, the authors of this paper study the usage of continuous tokens, as well as the generation order of the image tokens. By training models up to 10.5B size, they show that a random-order autoregressive model using continuous tokens showcases improved performance. - ### The key idea -A few sentences outlining why the paper is interesting... - -Add images where appropriate throughout. This section should always -have at least 1 key figure though. +Although scaling autoregressive models has proven remarkably successful in natural language processing, their performance has been lagging behind the dominant denoising diffusion paradigm in text-to-image generation (e.g. [Stable Diffusion](https://arxiv.org/abs/2403.03206), [Imagen](https://arxiv.org/abs/2408.07009)). Building upon their [previous work](https://arxiv.org/abs/2406.11838), the authors showcase that the autoregressive transformer architecture can achieve state-of-the-art performance in image generation through two main considerations: using *continuous* tokens, generated in a *random* order. -*Please use high-res images (zoom in for those screenshots!)* +Text-to-image architecture of the Fluid model. +
    Overview of the Fluid architecture. A pretrained image tokeniser converts the image into tokens, while the text is embedded using a pretrained T5 encoder with an additional trained text aligner. The transformer performs cross-attention on the text embeddings to predict the masked image tokens.
    -A specific and succinct sentence or two describing the figure (alt text). Valuable for seo and accessibility. -
    Figure 1a. If the caption isn't included in the image, it should be added like so.
    +### Background -### [optional] Background - -If necessary, a short intro to background matierial needed to understand the method +Text-to-image diffusion models have demonstrated groundbreaking capabilities in generating photorealistic images from user prompts. However, these models are generally exceedingly computationally expensive as they require multiple denoising steps to generate a single image, thus motivating the search for more efficient alternatives. At the same time, previous attempts at using autoregressive transformers (such as [Parti](https://arxiv.org/abs/2206.10789)) have not been able to match the performance of the diffusion models. These models are often used with discrete tokenisers, where the image patches are quantised to a finite vocabulary, so that the cross-entropy loss can be used in the same vein as in language models. ### Their method -Latex can be included in the standard way, either inline: $R=\sum _{t=0}^{\infty }\gamma ^{t}r_{t}$ - -Or as a block: +Following up on their previous work, the authors study two main aspects of the architecture. Firstly, in order to tackle the degradation introduced by discretising the image patches, the authors consider converting the image into *continuous* tokens. To accommodate this, instead of the final output of the transformer generating a categorical distribution across the finite vocabulary, the output representation of the final layer is fed into a small six-layer MLP *diffusion* head. This diffusion process then generates the predicted image token, utilising the standard [diffusion loss](https://arxiv.org/abs/2006.11239) during training. -
    -$$ -Q_{t+1}^{A}(s_{t},a_{t})=Q_{t}^{A}(s_{t},a_{t})+\alpha _{t}(s_{t},a_{t})\left(r_{t}+\gamma Q_{t}^{B}\left(s_{t+1},\mathop {\operatorname {arg~max} } _{a}Q_{t}^{A}(s_{t+1},a)\right)-Q_{t}^{A}(s_{t},a_{t})\right). -$$ -
    +Secondly, the authors consider the effect of generating the image tokens in a raster order vs. a random order. For the former, the tokens are generated sequentially one-by-one from left to right as in a GPT-style transformer. For the latter, tokens are generated in a random order using BERT-style generation, which can facilitate generating multiple tokens at a time, albeit preventing KV caching. -Code can also be included in the standard way: +Comparison of models trained using continuous or discrete tokens, generated in raster or random order. +
    Comparison of models trained using continuous or discrete tokens, generated in raster or random order. Random-order with continuous tokens showcased the best performance, and was thus further scaled to 10.5 billion parameters.
    -``` -import popart - -builder = popart.Builder() - -# Build a simple graph -i1 = builder.addInputTensor(popart.TensorInfo("FLOAT", [1, 2, 32, 32])) -i2 = builder.addInputTensor(popart.TensorInfo("FLOAT", [1, 2, 32, 32])) - -o = builder.aiOnnx.add([i1, i2]) -``` +Their results show that the best performance is achieved using continuous tokens generated in a random order, and they scale this architecture to 10.5 billion parameters. ### Results -... +Results table for different text-to-image architectures. +
    Fluid achieves state-of-the-art results on MS-COCO and GenEval benchmarks.
    + +By scaling up the Fluid architecture, the authors were able to achieve state-of-the-art performance, evaluated using zero-shot FID on the MS-COCO dataset as well as GenEval score. -### [optional] Takeaways +### Takeaways -... +The authors show compelling evidence that using a BERT-style transformer architecture with a lightweight token-generating diffusion head can lead to strong text-to-image results compared to previous state-of-the-art, highlighting a promising alternative to the popular diffusion models. diff --git a/assets/images/posts/2024-10/potm/fluid/fig1.png b/assets/images/posts/2024-10/potm/fluid/fig1.png new file mode 100644 index 0000000000000000000000000000000000000000..44a19901d453a4365defbcdac96c95a575aea92d GIT binary patch literal 231138 zcmeFZg;!ilurG{D2p%l>-~@Lk1b0nvcXxM(V8Ly0PjGklVIW9wcX!uEj@*0h_q}`X z`vcCbHEVkB-c{XQU0waFs@@Z>ASaIe=KUK82nb|J2@xd-2skYW2&i5JxYs+@rx^qg z5O2!Ng@qL)g@s8J9BfU@t&AZcB*GJu;T4qkum?IkZ9Q@*NHTt=Ut)ihLZJ7X_)#20 z{*js)F5oMnx>i?RHXvX)pxlqT5&PqGfLdiG0(NCKQZ)kgfk9WumbM;3%fogX=ZVoM zP*-l$wf$nLX=OwZLSav(hpL2qwA^J$OYTeR%An|^S~$uuUxK`@Y0 zChIFl+MIrr8-x)#@&*0SV(L zo&02mG{nYEx_SZAVTzfDV=|A@S(_bKG6`3k4)Ml(-bplMZb+Y3QGg)-KH7yK= zADyl=b`NKh;pq6dxx?O4QE_;Pm+H%1@r_I~JrQG#k(bxi#m7I4eSwu#j00bH^@vpy zljaAGsr%41Mp5YCKJ1=PwU>!Yqm?!G{io4#t_C&J zrx}_eevxU<^J`OSRRYM!4H;Da)TGq26X63jz16hT^n{>1IlTOEw*5S%9i)O#(_|$M zp|!49oDQZJF^uPhV9S^Tu6aNdOG0Q#tV&YMO*Rc3z*PFdY(f$iLt1B}%J{+Zq>|ae zX72VvlHiK?sa4{heta_sfl*0N3WxtufEs3@%SPeNaF>t*akAX6NteGJOe=z1NOBjq9Z@S5 zga3!MJUeJF^mfFRz=u_wQ!XepmfV0{05$@qK3SIpL0pi;w>k+(rAQTkvjpoz$fD5w zH^ogdxX>JZTwJ8c5BcUyO(=?4^lWFv1z z3k>&Kms;moCpBO_!?yp%C8R`-7r!Whp06?ir-WD%?G!vE?IBDVe>FI|sZjl`HB;-8 zfLy!SF_mvVwc-f1l@y<-)SOgFZmj~5!m>h%3fXrm_UJUxC8@F;om_z&pKp0X>cjS% zw+;uJ!<+9nZ9r`aRKxhgHJdn~ok1K>Rze4b;P;OzOiFqm?69V36KH^nyNbA~`84y? za34&lZ4~)(-L&o15G#!GH}iT`hn0DXog~fuLVjMFTfL8|k97%i3FeR(7?0W`@Stt` z<`cOrM6CQpsa`c&Nhe3E&`YjK9#)ZAX{|W_hm|sS&P3U{dGs{FG(i^-?6|+Zn0cY| zS@@Uo=WLB^jS3I>tN8cAU~zg`>rjonc|+&O=2Va3dxtCNebp&(_TBg8@A;yjqA=g1 zvg^yTf|mF-+H9YGW%%d!Rn0ZN)Ho-Qb$3dA@I{7-~I&I5_-f;rTf|9<;K0lsQ{G+?P0)N5P z!J#6DhsgB2>){Wv4mpX6jLMDTz+-=pjQ``kW29rGWt69EF(nZtNQPGSIBi`fwa~oq zL6#S+#|mHbu7;&XbGx!Buj!{(hx?4yq1H}QZd0P8Cml65U4&JHMud+v7Kj9-1rh@# ze}VgA|An`7zO-F~SFK2sxZ1}k&j?d5-g46FVt#rg$yC$Cb0*qi$FgCxeCRl_t*Nc^ z+3(34KCQlzE@&HP(|U zOsD*X_JI1JAh|BN_n>yhvmVJ4xup;P?D~S?^!QZqJp7X8%6s~^F-ymGS*l5AQW7MeHy*Ie( z+lv^ZkJatgc3^=_N6WAyUt{G=(HtU_-y}blCfKNQ_jF^t&3x2;ME6h6mS9TQOj1c; z10E)|vbvM^kri+ms|;c%z0obWFG?zEmq(KOA@z_%l%bO)G$=91MW%#N5YE8(OQ+eu zJb6|N$at)|U2Sz!%`BO{X-ApRL|sD@5&bpKr6l~4*W9<>(?$I{bW0H=U#_4Qv+`>jv?YD+$of7=a&&K5Ht|ZMlUeTFSqp=iaW;|D9Vj@j^6R&yD+<89eT8Q4jmu# zUH5HyN_ggb-b)2YrCq;2Tx!2@G?&_IW2vaV_fC7@IPvVr>Ug<^9D{b=(%1^#%JO;l z?AFm;k()D7TzyM&tasgI8k&nz_tg7XvR!$<*4?A~UF5U(Fa2N1mOu-OXfvX@FGw>| zmg3R<#7BJF-lZj@x#hV!1?{I?Tnzlrk2^tGE%Gp#X8c2Z>aN45Q|*(rld#ANJ;NbY z{R#c;g|mg_tdOP}>DuY?F9vtgztop%jCT^ota;^mvRt1Rf`LdI^y^9E5kole8p*W+ z&F>udj<pP${CPVlbO&%TW+fGdwq z=g?PTM|Y62P}|WuQgFd9!e=qwjIuhJ_mdZ6*HtN1U8-@aD>}CBdDn&eWlsy!XW!1K zPFR*@TN!V&uXFCnE({lncIAaJL4q5C$zIG)6OZhtmM0C7wky3_h^|s^NQ!$Tiv`@Y zgZG2fRCt}BK5B54l@z^AdnRTQT@^g5J^hLDG#Rp9tUhINHDMaBnd zWlD8{_rzQ9i%NElx_LX=TBdO(-mq;oi=%Agh2=(&EalJw^%?I4)>t2oa0Goz`4zu@ zF;6ncSHa2`LmzKZsz~ll8xhE!+ISc z%B z_#mTakR`35@ZVJb2T?Wxbt4!0|HumCTW1Q)JFR{gGyDI(y+0UcudWmPZyhtlP_V

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z1B8uiFhaB{q(c)`Z1}e?!t`6DZspN@QuhHC_ita|J8pKEu7EzUZP^M3r1?=w2k8&Li52%EkJb-G! z3t|>!iXZe5oAafHwL`l=+{p=0eW~-&y=VVEJSaM<;wa>MY*PzhMG|H+|2rtuN;>B- z`R}03-``)P-1<~}QtF_`|LV>XgG37siKGOduKLx4V zH3!vX?7xTBP|)`0c>8R1AEm#K_wVnomB4b{yuD{H_YbQ9ZcVLT0rk&~%>Ojf8)oTn zqd&+90Z<$G_gjJ@CMdM=|A}p} a_(!6S&81!4VD=XHr2tiZ`bEYx^#2178*dN* literal 0 HcmV?d00001 From f6fb3238333074bce006dfd174abe9faa3e00733 Mon Sep 17 00:00:00 2001 From: Luka Ribar Date: Sun, 3 Nov 2024 23:10:13 +0000 Subject: [PATCH 24/35] Image scaling --- _posts/papers-of-the-month/2024-10/papers/2024-10-30-fluid.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/_posts/papers-of-the-month/2024-10/papers/2024-10-30-fluid.md b/_posts/papers-of-the-month/2024-10/papers/2024-10-30-fluid.md index faf1a17..9e9b086 100644 --- a/_posts/papers-of-the-month/2024-10/papers/2024-10-30-fluid.md +++ b/_posts/papers-of-the-month/2024-10/papers/2024-10-30-fluid.md @@ -21,7 +21,7 @@ hidden: true Although scaling autoregressive models has proven remarkably successful in natural language processing, their performance has been lagging behind the dominant denoising diffusion paradigm in text-to-image generation (e.g. [Stable Diffusion](https://arxiv.org/abs/2403.03206), [Imagen](https://arxiv.org/abs/2408.07009)). Building upon their [previous work](https://arxiv.org/abs/2406.11838), the authors showcase that the autoregressive transformer architecture can achieve state-of-the-art performance in image generation through two main considerations: using *continuous* tokens, generated in a *random* order. -Text-to-image architecture of the Fluid model. +Text-to-image architecture of the Fluid model.

    Overview of the Fluid architecture. A pretrained image tokeniser converts the image into tokens, while the text is embedded using a pretrained T5 encoder with an additional trained text aligner. The transformer performs cross-attention on the text embeddings to predict the masked image tokens.
    ### Background From 4d8f58ad299d621488ef26c10996079e143ba2e8 Mon Sep 17 00:00:00 2001 From: Luka Ribar Date: Sun, 3 Nov 2024 23:44:52 +0000 Subject: [PATCH 25/35] Add introduction --- .../2024-10/2024-10-30-title-tbd.md | 12 ++++++++++-- .../images/posts/2024-10/potm/twitter_card.png | Bin 0 -> 297136 bytes 2 files changed, 10 insertions(+), 2 deletions(-) create mode 100644 assets/images/posts/2024-10/potm/twitter_card.png diff --git a/_posts/papers-of-the-month/2024-10/2024-10-30-title-tbd.md b/_posts/papers-of-the-month/2024-10/2024-10-30-title-tbd.md index efbc850..ed45d1d 100644 --- a/_posts/papers-of-the-month/2024-10/2024-10-30-title-tbd.md +++ b/_posts/papers-of-the-month/2024-10/2024-10-30-title-tbd.md @@ -1,5 +1,5 @@ --- -title: "October Papers: Title TBD" +title: "October Papers: Improving image generation & Thinking LLMs" header: teaser: /assets/images/posts/2024-10/potm/twitter_card.png image: /assets/images/posts/2024-10/potm/twitter_card.png @@ -18,7 +18,15 @@ toc_icon: "book" author.twitter: "GCResearchTeam" --- -TODO: blurb +This month brought us some exciting developments in image- generating models, as well as some interesting insights into how to make large language models *think*! + +We start with promising results from OpenAI on using *consistency models* for image generation, challenging the well-established denoising diffusion paradigm. While not quite reaching the same performance, these models require orders of magnitude less compute to generate an image, and may provide a very promising future direction. + +At the same time, researchers from Google DeepMind were able to achieve state-of-the-art performance in text-to-image generation, by scaling an autoregressive-type transformer to 10.5 billion parameters, stressing the importance of continuous token representations for images. + +Finally, since the introduction of OpenAI's [o1 model](https://openai.com/index/introducing-openai-o1-preview/), there has been a growing interest within the research community in understanding how to make large language models reason. In *Thinking LLMs*, the authors propose a fine-tuning method to improve the responses from LLMs by eliciting a thought process before generating the answer. + +*We hope you enjoy these month's papers as much as we did! If you have thoughts or questions, please reach out to us at [@GCResearchTeam](https://x.com/GCResearchTeam).* --- diff --git a/assets/images/posts/2024-10/potm/twitter_card.png b/assets/images/posts/2024-10/potm/twitter_card.png new file mode 100644 index 0000000000000000000000000000000000000000..06bfcf734c61aa8d8ce8f465c348e609b7853798 GIT binary patch literal 297136 zcmeFZWmr~SyEY04f=H@#NTYN}NGk#&-3=mfBS?3bASDP0NF&|dU4nFXN_TgDW8%Bk zdXK&LdcHsV=j(9*lX=e=>E);~f8SyiC}H$fxpo6zeAWMtGwG=6U%kWqie z6>`G<^qETN8Toy$01`Dt3&u>FL|KX8-t z=es96G)F#mJ+IP_`)+QHV_aU5V!~0OE-1Q@G9xc|!_6!46;VBfOAg{njA4${9rq|l zq(Rw#O(3l@Pe&lFG+$?xSc%Ws$_SU4X;~F!181Z{*7s~aO&DGMX{$6vy)2>!&%F=VDhZH4@r^?E?EtIDg3}>rSJf2#lNI#=(f-5%Dk&15~Hoq zONvqW(Id)O_S~uM+-Vj9W$#Lr?}XS7if~(>es-x6Y<)&8O!%l^PYm7B@slch(!-+1 zi9}fUi^yAFC2#pzP$$OFpe+cYsi5#k{pj=eR>fTK@v3c9P3xl(Hw$9JRZpbRE%|=s znE!@U1$Xo33;Kk#VfT3Q`De$h>bjzu6s=GE7*Rhzz{VOPv+M2(Kv%d3dfxqB4DI4= zDr@l-BUv!EpVu|ch3cyqs%N6>Ix*o~+&Z5We7`;Z*?M`%zVQ0Vag(}(rsItT(>RW& 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z68QT}@IR>j>#qFoCkRjKEg6U@SuRwc|9#f}J6`^Kf&cf#{$t_(cg_CuCi&l6 Date: Sun, 3 Nov 2024 23:46:03 +0000 Subject: [PATCH 26/35] Rename the summary file --- ...-title-tbd.md => 2024-10-30-image-generation-thinking-llms.md} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename _posts/papers-of-the-month/2024-10/{2024-10-30-title-tbd.md => 2024-10-30-image-generation-thinking-llms.md} (100%) diff --git a/_posts/papers-of-the-month/2024-10/2024-10-30-title-tbd.md b/_posts/papers-of-the-month/2024-10/2024-10-30-image-generation-thinking-llms.md similarity index 100% rename from _posts/papers-of-the-month/2024-10/2024-10-30-title-tbd.md rename to _posts/papers-of-the-month/2024-10/2024-10-30-image-generation-thinking-llms.md From e606ec9fe4813ebd6536006ed0d910530930c348 Mon Sep 17 00:00:00 2001 From: Luka Ribar Date: Sun, 3 Nov 2024 23:46:48 +0000 Subject: [PATCH 27/35] Change title --- .../2024-10/2024-10-30-image-generation-thinking-llms.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/_posts/papers-of-the-month/2024-10/2024-10-30-image-generation-thinking-llms.md b/_posts/papers-of-the-month/2024-10/2024-10-30-image-generation-thinking-llms.md index ed45d1d..bbbbd22 100644 --- a/_posts/papers-of-the-month/2024-10/2024-10-30-image-generation-thinking-llms.md +++ b/_posts/papers-of-the-month/2024-10/2024-10-30-image-generation-thinking-llms.md @@ -1,5 +1,5 @@ --- -title: "October Papers: Improving image generation & Thinking LLMs" +title: "October Papers: Improving image generation & making LLMs think" header: teaser: /assets/images/posts/2024-10/potm/twitter_card.png image: /assets/images/posts/2024-10/potm/twitter_card.png From e6fad3ede327e2f45598c3feb91889b753cfb084 Mon Sep 17 00:00:00 2001 From: Luka Ribar Date: Sun, 3 Nov 2024 23:48:47 +0000 Subject: [PATCH 28/35] Minor --- .../2024-10/2024-10-30-image-generation-thinking-llms.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/_posts/papers-of-the-month/2024-10/2024-10-30-image-generation-thinking-llms.md b/_posts/papers-of-the-month/2024-10/2024-10-30-image-generation-thinking-llms.md index bbbbd22..bd660a4 100644 --- a/_posts/papers-of-the-month/2024-10/2024-10-30-image-generation-thinking-llms.md +++ b/_posts/papers-of-the-month/2024-10/2024-10-30-image-generation-thinking-llms.md @@ -18,7 +18,7 @@ toc_icon: "book" author.twitter: "GCResearchTeam" --- -This month brought us some exciting developments in image- generating models, as well as some interesting insights into how to make large language models *think*! +This month brought us some exciting developments in improving image-generating models, as well as some interesting insights into how to make large language models *think*! We start with promising results from OpenAI on using *consistency models* for image generation, challenging the well-established denoising diffusion paradigm. While not quite reaching the same performance, these models require orders of magnitude less compute to generate an image, and may provide a very promising future direction. From bff60afb9e4ff18d4267c4959ef909718e087ea4 Mon Sep 17 00:00:00 2001 From: Luka Ribar Date: Sun, 3 Nov 2024 23:52:57 +0000 Subject: [PATCH 29/35] Minor --- .../2024-10/papers/2024-10-30-thinking_llms.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/_posts/papers-of-the-month/2024-10/papers/2024-10-30-thinking_llms.md b/_posts/papers-of-the-month/2024-10/papers/2024-10-30-thinking_llms.md index d155151..3eafc6b 100644 --- a/_posts/papers-of-the-month/2024-10/papers/2024-10-30-thinking_llms.md +++ b/_posts/papers-of-the-month/2024-10/papers/2024-10-30-thinking_llms.md @@ -21,7 +21,7 @@ hidden: true There has been a growing trend in allowing LLMs to use more inference-time compute to generate answers to harder questions. The [Chain-of-Thought](https://arxiv.org/abs/2201.11903) approach, which pushes the model to self-correct and iteratively revise its answer, has shown significant promise, particularly for tasks involving maths and logic. However, in principle, taking the time to think should be helpful for a broad range of tasks. The authors propose a method to equip existing LLMs with the ability to think and plan before outputting a response through a custom post-training procedure called Thought Process Optimization. The technique does not require any additional human data, instead leveraging Reinforcement Learning from AI Feedback (RLAIF). -Thought Preference Optimization training procedure. +Thought Preference Optimization training procedure. ### Their method From b93216bbe18cdd2e195ef23147ecd271a9d00163 Mon Sep 17 00:00:00 2001 From: Luka Ribar Date: Mon, 4 Nov 2024 09:27:40 +0000 Subject: [PATCH 30/35] Minor --- _posts/papers-of-the-month/2024-10/papers/2024-10-30-fluid.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/_posts/papers-of-the-month/2024-10/papers/2024-10-30-fluid.md b/_posts/papers-of-the-month/2024-10/papers/2024-10-30-fluid.md index 9e9b086..27d5d20 100644 --- a/_posts/papers-of-the-month/2024-10/papers/2024-10-30-fluid.md +++ b/_posts/papers-of-the-month/2024-10/papers/2024-10-30-fluid.md @@ -35,7 +35,7 @@ Following up on their previous work, the authors study two main aspects of the a Secondly, the authors consider the effect of generating the image tokens in a raster order vs. a random order. For the former, the tokens are generated sequentially one-by-one from left to right as in a GPT-style transformer. For the latter, tokens are generated in a random order using BERT-style generation, which can facilitate generating multiple tokens at a time, albeit preventing KV caching. Comparison of models trained using continuous or discrete tokens, generated in raster or random order. -
    Comparison of models trained using continuous or discrete tokens, generated in raster or random order. Random-order with continuous tokens showcased the best performance, and was thus further scaled to 10.5 billion parameters.
    +
    Comparison of models trained using continuous or discrete tokens, generated in raster or random order. Random order with continuous tokens showcased the best performance, and was thus further scaled to 10.5 billion parameters.
    Their results show that the best performance is achieved using continuous tokens generated in a random order, and they scale this architecture to 10.5 billion parameters. From ce950f450cedecee87fc585d70db769be6f8333f Mon Sep 17 00:00:00 2001 From: Luka Ribar Date: Mon, 4 Nov 2024 09:39:51 +0000 Subject: [PATCH 31/35] Minor edit --- .../2024-10/papers/2024-10-30-thinking_llms.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/_posts/papers-of-the-month/2024-10/papers/2024-10-30-thinking_llms.md b/_posts/papers-of-the-month/2024-10/papers/2024-10-30-thinking_llms.md index 3eafc6b..8b5e173 100644 --- a/_posts/papers-of-the-month/2024-10/papers/2024-10-30-thinking_llms.md +++ b/_posts/papers-of-the-month/2024-10/papers/2024-10-30-thinking_llms.md @@ -19,7 +19,7 @@ hidden: true ### The key idea -There has been a growing trend in allowing LLMs to use more inference-time compute to generate answers to harder questions. The [Chain-of-Thought](https://arxiv.org/abs/2201.11903) approach, which pushes the model to self-correct and iteratively revise its answer, has shown significant promise, particularly for tasks involving maths and logic. However, in principle, taking the time to think should be helpful for a broad range of tasks. The authors propose a method to equip existing LLMs with the ability to think and plan before outputting a response through a custom post-training procedure called Thought Process Optimization. The technique does not require any additional human data, instead leveraging Reinforcement Learning from AI Feedback (RLAIF). +There has been a growing trend in allowing LLMs to use more inference-time compute to generate answers to harder questions. The [Chain-of-Thought](https://arxiv.org/abs/2201.11903) approach, which pushes the model to self-correct and iteratively revise its answer, has shown significant promise, particularly for tasks involving maths and logic. However, in principle, taking the time to think should be helpful for a broad range of tasks. The authors propose a method to equip existing LLMs with the ability to think and plan before outputting a response through a custom post-training procedure called Thought Process Optimization (TPO). The technique does not require any additional human data, instead leveraging Reinforcement Learning from AI Feedback (RLAIF). Thought Preference Optimization training procedure. @@ -29,7 +29,7 @@ The LLM's output is divided into two parts: the thought process (which, differen Example of thought prompt. -Simply doing this will actually degrade the performance of the model, as instruction-tuned LLMs have been heavily optimized to provide direct responses. The model needs therefore to be fine-tuned to produce useful thoughts. Crucially, no instructions on how to think are provided: the LLM is incentivised to generate its own thoughts, using only the quality of the response as the steering metric. This approach has the advantage of not requiring any additional training data on human thoughts, relying entirely on Reinforcement Learning from AI Feedback (RLAIF). +Simply doing this will actually degrade the performance of the model, as instruction-tuned LLMs have been heavily optimized to provide direct responses. The model needs therefore to be fine-tuned to produce useful thoughts. Crucially, no instructions on how to think are provided: the LLM is incentivised to generate its own thoughts, using only the quality of the response as the steering metric. This approach has the advantage of not requiring any additional training data on human thoughts, relying entirely on RLAIF. Thought Process Optimization training is performed over several iterations. During an iteration, for each training instruction (concatenated to the thought prompt), multiple outputs are sampled in parallel. A judge model scores the outputs by only looking at the response part, ignoring the thought process. The best- and worst-scoring samples (now including the thought process) are then taken to construct a preference pair, which will be used as training data for the next iteration using a [Direct Preference Optimization](https://arxiv.org/abs/2305.18290) loss. By doing so, the model is able to learn which thoughts lead to a better response. From 7e6f5f241751955c2b1359a89ace164c7403799e Mon Sep 17 00:00:00 2001 From: Luka Ribar Date: Mon, 4 Nov 2024 09:47:07 +0000 Subject: [PATCH 32/35] Minor --- .../2024-10/2024-10-30-image-generation-thinking-llms.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/_posts/papers-of-the-month/2024-10/2024-10-30-image-generation-thinking-llms.md b/_posts/papers-of-the-month/2024-10/2024-10-30-image-generation-thinking-llms.md index bd660a4..92b9c0d 100644 --- a/_posts/papers-of-the-month/2024-10/2024-10-30-image-generation-thinking-llms.md +++ b/_posts/papers-of-the-month/2024-10/2024-10-30-image-generation-thinking-llms.md @@ -24,7 +24,7 @@ We start with promising results from OpenAI on using *consistency models* for im At the same time, researchers from Google DeepMind were able to achieve state-of-the-art performance in text-to-image generation, by scaling an autoregressive-type transformer to 10.5 billion parameters, stressing the importance of continuous token representations for images. -Finally, since the introduction of OpenAI's [o1 model](https://openai.com/index/introducing-openai-o1-preview/), there has been a growing interest within the research community in understanding how to make large language models reason. In *Thinking LLMs*, the authors propose a fine-tuning method to improve the responses from LLMs by eliciting a thought process before generating the answer. +Finally, since the introduction of OpenAI's [o1 model](https://openai.com/index/introducing-openai-o1-preview/), there has been a growing interest within the research community in understanding how to make large language models reason. In *Thinking LLMs*, the authors propose a training method to improve the responses from LLMs by eliciting a thought process before generating the answer. *We hope you enjoy these month's papers as much as we did! If you have thoughts or questions, please reach out to us at [@GCResearchTeam](https://x.com/GCResearchTeam).* From 4fb3b61b317b8be5edf55c25c8a513378231207b Mon Sep 17 00:00:00 2001 From: Luka Ribar Date: Mon, 4 Nov 2024 09:53:03 +0000 Subject: [PATCH 33/35] Add tag --- _posts/papers-of-the-month/2024-10/papers/2024-10-30-ssscm.md | 1 + 1 file changed, 1 insertion(+) diff --git a/_posts/papers-of-the-month/2024-10/papers/2024-10-30-ssscm.md b/_posts/papers-of-the-month/2024-10/papers/2024-10-30-ssscm.md index 199b726..3a606eb 100644 --- a/_posts/papers-of-the-month/2024-10/papers/2024-10-30-ssscm.md +++ b/_posts/papers-of-the-month/2024-10/papers/2024-10-30-ssscm.md @@ -4,6 +4,7 @@ paper_authors: "Cheng Lu and Yang Song" orgs: "OpenAI" paper_link: "https://arxiv.org/abs/2410.11081" tags: + - image-generation - diffusion - computer-vision - efficient-inference From fc302b9c6be03ef3e0f6e745e7a0a1308807edbd Mon Sep 17 00:00:00 2001 From: Luka Ribar Date: Mon, 4 Nov 2024 10:12:45 +0000 Subject: [PATCH 34/35] Change twitter card --- .../posts/2024-10/potm/twitter_card.png | Bin 297136 -> 231138 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/assets/images/posts/2024-10/potm/twitter_card.png b/assets/images/posts/2024-10/potm/twitter_card.png index 06bfcf734c61aa8d8ce8f465c348e609b7853798..44a19901d453a4365defbcdac96c95a575aea92d 100644 GIT binary patch literal 231138 zcmeFZg;!ilurG{D2p%l>-~@Lk1b0nvcXxM(V8Ly0PjGklVIW9wcX!uEj@*0h_q}`X z`vcCbHEVkB-c{XQU0waFs@@Z>ASaIe=KUK82nb|J2@xd-2skYW2&i5JxYs+@rx^qg z5O2!Ng@qL)g@s8J9BfU@t&AZcB*GJu;T4qkum?IkZ9Q@*NHTt=Ut)ihLZJ7X_)#20 z{*js)F5oMnx>i?RHXvX)pxlqT5&PqGfLdiG0(NCKQZ)kgfk9WumbM;3%fogX=ZVoM zP*-l$wf$nLX=OwZLSav(hpL2qwA^J$OYTeR%An|^S~$uuUxK`@Y0 zChIFl+MIrr8-x)#@&*0SV(L zo&02mG{nYEx_SZAVTzfDV=|A@S(_bKG6`3k4)Ml(-bplMZb+Y3QGg)-KH7yK= zADyl=b`NKh;pq6dxx?O4QE_;Pm+H%1@r_I~JrQG#k(bxi#m7I4eSwu#j00bH^@vpy zljaAGsr%41Mp5YCKJ1=PwU>!Yqm?!G{io4#t_C&J zrx}_eevxU<^J`OSRRYM!4H;Da)TGq26X63jz16hT^n{>1IlTOEw*5S%9i)O#(_|$M zp|!49oDQZJF^uPhV9S^Tu6aNdOG0Q#tV&YMO*Rc3z*PFdY(f$iLt1B}%J{+Zq>|ae zX72VvlHiK?sa4{heta_sfl*0N3WxtufEs3@%SPeNaF>t*akAX6NteGJOe=z1NOBjq9Z@S5 zga3!MJUeJF^mfFRz=u_wQ!XepmfV0{05$@qK3SIpL0pi;w>k+(rAQTkvjpoz$fD5w zH^ogdxX>JZTwJ8c5BcUyO(=?4^lWFv1z z3k>&Kms;moCpBO_!?yp%C8R`-7r!Whp06?ir-WD%?G!vE?IBDVe>FI|sZjl`HB;-8 zfLy!SF_mvVwc-f1l@y<-)SOgFZmj~5!m>h%3fXrm_UJUxC8@F;om_z&pKp0X>cjS% zw+;uJ!<+9nZ9r`aRKxhgHJdn~ok1K>Rze4b;P;OzOiFqm?69V36KH^nyNbA~`84y? za34&lZ4~)(-L&o15G#!GH}iT`hn0DXog~fuLVjMFTfL8|k97%i3FeR(7?0W`@Stt` z<`cOrM6CQpsa`c&Nhe3E&`YjK9#)ZAX{|W_hm|sS&P3U{dGs{FG(i^-?6|+Zn0cY| zS@@Uo=WLB^jS3I>tN8cAU~zg`>rjonc|+&O=2Va3dxtCNebp&(_TBg8@A;yjqA=g1 zvg^yTf|mF-+H9YGW%%d!Rn0ZN)Ho-Qb$3dA@I{7-~I&I5_-f;rTf|9<;K0lsQ{G+?P0)N5P z!J#6DhsgB2>){Wv4mpX6jLMDTz+-=pjQ``kW29rGWt69EF(nZtNQPGSIBi`fwa~oq zL6#S+#|mHbu7;&XbGx!Buj!{(hx?4yq1H}QZd0P8Cml65U4&JHMud+v7Kj9-1rh@# ze}VgA|An`7zO-F~SFK2sxZ1}k&j?d5-g46FVt#rg$yC$Cb0*qi$FgCxeCRl_t*Nc^ z+3(34KCQlzE@&HP(|U zOsD*X_JI1JAh|BN_n>yhvmVJ4xup;P?D~S?^!QZqJp7X8%6s~^F-ymGS*l5AQW7MeHy*Ie( z+lv^ZkJatgc3^=_N6WAyUt{G=(HtU_-y}blCfKNQ_jF^t&3x2;ME6h6mS9TQOj1c; z10E)|vbvM^kri+ms|;c%z0obWFG?zEmq(KOA@z_%l%bO)G$=91MW%#N5YE8(OQ+eu zJb6|N$at)|U2Sz!%`BO{X-ApRL|sD@5&bpKr6l~4*W9<>(?$I{bW0H=U#_4Qv+`>jv?YD+$of7=a&&K5Ht|ZMlUeTFSqp=iaW;|D9Vj@j^6R&yD+<89eT8Q4jmu# zUH5HyN_ggb-b)2YrCq;2Tx!2@G?&_IW2vaV_fC7@IPvVr>Ug<^9D{b=(%1^#%JO;l z?AFm;k()D7TzyM&tasgI8k&nz_tg7XvR!$<*4?A~UF5U(Fa2N1mOu-OXfvX@FGw>| zmg3R<#7BJF-lZj@x#hV!1?{I?Tnzlrk2^tGE%Gp#X8c2Z>aN45Q|*(rld#ANJ;NbY z{R#c;g|mg_tdOP}>DuY?F9vtgztop%jCT^ota;^mvRt1Rf`LdI^y^9E5kole8p*W+ z&F>udj<pP${CPVlbO&%TW+fGdwq z=g?PTM|Y62P}|WuQgFd9!e=qwjIuhJ_mdZ6*HtN1U8-@aD>}CBdDn&eWlsy!XW!1K zPFR*@TN!V&uXFCnE({lncIAaJL4q5C$zIG)6OZhtmM0C7wky3_h^|s^NQ!$Tiv`@Y zgZG2fRCt}BK5B54l@z^AdnRTQT@^g5J^hLDG#Rp9tUhINHDMaBnd zWlD8{_rzQ9i%NElx_LX=TBdO(-mq;oi=%Agh2=(&EalJw^%?I4)>t2oa0Goz`4zu@ zF;6ncSHa2`LmzKZsz~ll8xhE!+ISc z%B z_#mTakR`35@ZVJb2T?Wxbt4!0|HumCTW1Q)JFR{gGyDI(y+0UcudWmPZyhtlP_V

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z68QT}@IR>j>#qFoCkRjKEg6U@SuRwc|9#f}J6`^Kf&cf#{$t_(cg_CuCi&l6 Date: Mon, 4 Nov 2024 10:22:47 +0000 Subject: [PATCH 35/35] Spelling --- .../2024-10/papers/2024-10-30-fluid.md | 6 +++--- .../2024-10/papers/2024-10-30-ssscm.md | 10 +++++----- 2 files changed, 8 insertions(+), 8 deletions(-) diff --git a/_posts/papers-of-the-month/2024-10/papers/2024-10-30-fluid.md b/_posts/papers-of-the-month/2024-10/papers/2024-10-30-fluid.md index 27d5d20..530b43b 100644 --- a/_posts/papers-of-the-month/2024-10/papers/2024-10-30-fluid.md +++ b/_posts/papers-of-the-month/2024-10/papers/2024-10-30-fluid.md @@ -22,15 +22,15 @@ hidden: true Although scaling autoregressive models has proven remarkably successful in natural language processing, their performance has been lagging behind the dominant denoising diffusion paradigm in text-to-image generation (e.g. [Stable Diffusion](https://arxiv.org/abs/2403.03206), [Imagen](https://arxiv.org/abs/2408.07009)). Building upon their [previous work](https://arxiv.org/abs/2406.11838), the authors showcase that the autoregressive transformer architecture can achieve state-of-the-art performance in image generation through two main considerations: using *continuous* tokens, generated in a *random* order. Text-to-image architecture of the Fluid model. -
    Overview of the Fluid architecture. A pretrained image tokeniser converts the image into tokens, while the text is embedded using a pretrained T5 encoder with an additional trained text aligner. The transformer performs cross-attention on the text embeddings to predict the masked image tokens.
    +
    Overview of the Fluid architecture. A pretrained image tokenizer converts the image into tokens, while the text is embedded using a pretrained T5 encoder with an additional trained text aligner. The transformer performs cross-attention on the text embeddings to predict the masked image tokens.
    ### Background -Text-to-image diffusion models have demonstrated groundbreaking capabilities in generating photorealistic images from user prompts. However, these models are generally exceedingly computationally expensive as they require multiple denoising steps to generate a single image, thus motivating the search for more efficient alternatives. At the same time, previous attempts at using autoregressive transformers (such as [Parti](https://arxiv.org/abs/2206.10789)) have not been able to match the performance of the diffusion models. These models are often used with discrete tokenisers, where the image patches are quantised to a finite vocabulary, so that the cross-entropy loss can be used in the same vein as in language models. +Text-to-image diffusion models have demonstrated groundbreaking capabilities in generating photorealistic images from user prompts. However, these models are generally exceedingly computationally expensive as they require multiple denoising steps to generate a single image, thus motivating the search for more efficient alternatives. At the same time, previous attempts at using autoregressive transformers (such as [Parti](https://arxiv.org/abs/2206.10789)) have not been able to match the performance of the diffusion models. These models are often used with discrete tokenizers, where the image patches are quantized to a finite vocabulary, so that the cross-entropy loss can be used in the same vein as in language models. ### Their method -Following up on their previous work, the authors study two main aspects of the architecture. Firstly, in order to tackle the degradation introduced by discretising the image patches, the authors consider converting the image into *continuous* tokens. To accommodate this, instead of the final output of the transformer generating a categorical distribution across the finite vocabulary, the output representation of the final layer is fed into a small six-layer MLP *diffusion* head. This diffusion process then generates the predicted image token, utilising the standard [diffusion loss](https://arxiv.org/abs/2006.11239) during training. +Following up on their previous work, the authors study two main aspects of the architecture. Firstly, in order to tackle the degradation introduced by discretizing the image patches, the authors consider converting the image into *continuous* tokens. To accommodate this, instead of the final output of the transformer generating a categorical distribution across the finite vocabulary, the output representation of the final layer is fed into a small six-layer MLP *diffusion* head. This diffusion process then generates the predicted image token, utilizing the standard [diffusion loss](https://arxiv.org/abs/2006.11239) during training. Secondly, the authors consider the effect of generating the image tokens in a raster order vs. a random order. For the former, the tokens are generated sequentially one-by-one from left to right as in a GPT-style transformer. For the latter, tokens are generated in a random order using BERT-style generation, which can facilitate generating multiple tokens at a time, albeit preventing KV caching. diff --git a/_posts/papers-of-the-month/2024-10/papers/2024-10-30-ssscm.md b/_posts/papers-of-the-month/2024-10/papers/2024-10-30-ssscm.md index 3a606eb..9bc9764 100644 --- a/_posts/papers-of-the-month/2024-10/papers/2024-10-30-ssscm.md +++ b/_posts/papers-of-the-month/2024-10/papers/2024-10-30-ssscm.md @@ -20,7 +20,7 @@ hidden: true ### The key idea -This paper describes a range of techniques for stabilising the training of consistency models: generative models which produce images from noise in a small number of iterations. Their improvements allow scaling to larger model size (1.5 billion parameters) which results in Frechet Inception Distance (FID) scores within 10% of the [current state of the art](https://arxiv.org/abs/2406.11838) for image generation but with orders of magnitude lower computational cost and better parameter efficiency than some larger networks. +This paper describes a range of techniques for stabilizing the training of consistency models: generative models which produce images from noise in a small number of iterations. Their improvements allow scaling to larger model size (1.5 billion parameters) which results in Frechet Inception Distance (FID) scores within 10% of the [current state of the art](https://arxiv.org/abs/2406.11838) for image generation but with orders of magnitude lower computational cost and better parameter efficiency than some larger networks. Plot showing effective sampling compute versus FID score for a range of models.
    Figure 1: Sample quality vs. effective sampling compute (billion parameters × number of function evaluations during sampling). The sample quality of different models is compared on ImageNet 512×512, measured by FID (↓). The 2-step sCM achieves sample quality comparable to the best previous generative models while using less than 10% of the effective sampling compute.
    @@ -30,19 +30,19 @@ Diffusion models, for example [denoising diffusion probabilistic models](https:/ The reduction in iterations required for sampling can reduce computational cost by orders of magnitude, while the consistency property adds robustness by preventing mode collapse which could manifest as poor variety in generated images (only representing averaged subsets of the training distribution). The trade-off for these advantages is somewhat reduced generation quality (FID scores) compared to other methods. -Continuous-time CMs reformulate the training objective to score match in the CM's tangent space, avoiding discretisation errors and the need to evaluate the score explicitly from a pre-trained model. This introduces various instabilities in both numerics and training dynamics which this work aims to address. +Continuous-time CMs reformulate the training objective to score match in the CM's tangent space, avoiding discretization errors and the need to evaluate the score explicitly from a pre-trained model. This introduces various instabilities in both numerics and training dynamics which this work aims to address. Projecting the score into tangent space also requires forward mode auto-differentiation to efficiently compute Jacobian vector products (JVPs) with the tangent function $\partial {f_\theta(x_t,t)}/\partial{dt}$: the derivative of a high-dimensional image with respect to a scalar (time). ### Their method -The authors use a _TrigFlow_ formulation which uses $sin(t)$ and $cos(t)$ as interpolants to enforce boundary conditions. This formulation unifies previously proposed forms of diffusion but it is also simpler to stabilise. The resulting tangent function only has one unstable term (determined empirically). This is stabalised by a number of techniques: +The authors use a _TrigFlow_ formulation which uses $sin(t)$ and $cos(t)$ as interpolants to enforce boundary conditions. This formulation unifies previously proposed forms of diffusion but it is also simpler to stabilize. The resulting tangent function only has one unstable term (determined empirically). This is stabilized by a number of techniques: - Use a warm up schedule for the unstable term in the tangent. - Remove the conditioning function on the time variable to avoid overflow in the tangent function. - Use [positional embedding](https://arxiv.org/abs/1706.03762) instead of [Fourier embedding](https://arxiv.org/abs/2006.10739) to avoid unstable dynamics. -- Add extra normalisations within the adaptive group wise normalisation layers. -- The tangent function, as a whole, is normalised or clipped when it appears in the gradient. +- Add extra normalizations within the adaptive group wise normalization layers. +- The tangent function, as a whole, is normalized or clipped when it appears in the gradient. - The variational weight is learned adaptively (this also conveniently removes another training hyperparameter). - Rearrange the JVP calculation to avoid overflow in FP16 training.

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