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Experiment2
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,4 +1,5 @@ | ||
| dataset_name: gen_tofu | ||
| data_kwargs: | ||
| type: granularity | ||
| granularity: author | ||
| forget_fraction: 0.15 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,4 +1,5 @@ | ||
| dataset_name: gen_tofu | ||
| data_kwargs: | ||
| type: granularity | ||
| granularity: author | ||
| forget_fraction: 0.225 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,4 +1,5 @@ | ||
| dataset_name: gen_tofu | ||
| data_kwargs: | ||
| type: granularity | ||
| granularity: author | ||
| forget_fraction: 0.305 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,4 +1,5 @@ | ||
| dataset_name: gen_tofu | ||
| data_kwargs: | ||
| type: granularity | ||
| granularity: author | ||
| forget_fraction: 0.385 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,4 +1,5 @@ | ||
| dataset_name: gen_tofu | ||
| data_kwargs: | ||
| type: granularity | ||
| granularity: author | ||
| forget_fraction: 0.075 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,4 +1,5 @@ | ||
| dataset_name: gen_tofu | ||
| data_kwargs: | ||
| type: granularity | ||
| granularity: book | ||
| forget_fraction: 0.114 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,4 +1,5 @@ | ||
| dataset_name: gen_tofu | ||
| data_kwargs: | ||
| type: granularity | ||
| granularity: book | ||
| forget_fraction: 0.174 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,4 +1,5 @@ | ||
| dataset_name: gen_tofu | ||
| data_kwargs: | ||
| type: granularity | ||
| granularity: book | ||
| forget_fraction: 0.236 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,4 +1,5 @@ | ||
| dataset_name: gen_tofu | ||
| data_kwargs: | ||
| type: granularity | ||
| granularity: book | ||
| forget_fraction: 0.298 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,4 +1,5 @@ | ||
| dataset_name: gen_tofu | ||
| data_kwargs: | ||
| type: granularity | ||
| granularity: book | ||
| forget_fraction: 0.055 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,4 +1,5 @@ | ||
| dataset_name: gen_tofu | ||
| data_kwargs: | ||
| type: granularity | ||
| granularity: question | ||
| forget_fraction: 0. |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,4 +1,5 @@ | ||
| dataset_name: gen_tofu | ||
| data_kwargs: | ||
| type: granularity | ||
| granularity: publisher | ||
| forget_fraction: 0.4 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,4 +1,5 @@ | ||
| dataset_name: gen_tofu | ||
| data_kwargs: | ||
| type: granularity | ||
| granularity: publisher | ||
| forget_fraction: 0.595 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,4 +1,5 @@ | ||
| dataset_name: gen_tofu | ||
| data_kwargs: | ||
| type: granularity | ||
| granularity: publisher | ||
| forget_fraction: 0.795 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,4 +1,5 @@ | ||
| dataset_name: gen_tofu | ||
| data_kwargs: | ||
| type: granularity | ||
| granularity: publisher | ||
| forget_fraction: 0.995 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,4 +1,5 @@ | ||
| dataset_name: gen_tofu | ||
| data_kwargs: | ||
| type: granularity | ||
| granularity: publisher | ||
| forget_fraction: 0.2 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,4 +1,5 @@ | ||
| dataset_name: gen_tofu | ||
| data_kwargs: | ||
| type: granularity | ||
| granularity: question | ||
| forget_fraction: 0.1 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,4 +1,5 @@ | ||
| dataset_name: gen_tofu | ||
| data_kwargs: | ||
| type: granularity | ||
| granularity: question | ||
| forget_fraction: 0.15 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,4 +1,5 @@ | ||
| dataset_name: gen_tofu | ||
| data_kwargs: | ||
| type: granularity | ||
| granularity: question | ||
| forget_fraction: 0.2 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,4 +1,5 @@ | ||
| dataset_name: gen_tofu | ||
| data_kwargs: | ||
| type: granularity | ||
| granularity: question | ||
| forget_fraction: 0.25 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,4 +1,5 @@ | ||
| dataset_name: gen_tofu | ||
| data_kwargs: | ||
| type: granularity | ||
| granularity: question | ||
| forget_fraction: 0.05 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,4 @@ | ||
| dataset_name: gen_tofu | ||
| data_kwargs: | ||
| type: relationship | ||
| forget_fraction: 0.005 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,4 @@ | ||
| dataset_name: gen_tofu | ||
| data_kwargs: | ||
| type: relationship | ||
| forget_fraction: 0.01 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,4 @@ | ||
| dataset_name: gen_tofu | ||
| data_kwargs: | ||
| type: relationship | ||
| forget_fraction: 0.02 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,4 @@ | ||
| dataset_name: gen_tofu | ||
| data_kwargs: | ||
| type: relationship | ||
| forget_fraction: 0.03 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,4 @@ | ||
| dataset_name: gen_tofu | ||
| data_kwargs: | ||
| type: relationship | ||
| forget_fraction: 0.04 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,4 @@ | ||
| dataset_name: gen_tofu | ||
| data_kwargs: | ||
| type: relationship | ||
| forget_fraction: 0.05 |
60 changes: 60 additions & 0 deletions
60
configs/experiment/experiment_1_granularity_gpt2_remaining.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,60 @@ | ||
| # Combinations to build runs over | ||
| combinations: | ||
| data_config: | ||
| - gen_tofu_question_5 | ||
| - gen_tofu_question_10 | ||
| - gen_tofu_question_15 | ||
| - gen_tofu_question_20 | ||
| - gen_tofu_question_25 | ||
| - gen_tofu_book_10 | ||
| - gen_tofu_book_15 | ||
| - gen_tofu_book_20 | ||
| - gen_tofu_book_25 | ||
| - gen_tofu_author_10 | ||
| - gen_tofu_author_15 | ||
| - gen_tofu_author_20 | ||
| - gen_tofu_author_25 | ||
| - gen_tofu_publisher_10 | ||
| - gen_tofu_publisher_15 | ||
| - gen_tofu_publisher_20 | ||
| - gen_tofu_publisher_25 | ||
|
|
||
| train_config: | ||
| - longer | ||
|
|
||
| forget_config: | ||
| - [ascent, shorter] | ||
| - [difference, shorter] | ||
| - [idk, shorter] | ||
| - [kl, shorter] | ||
|
|
||
| seed: | ||
| - 40 | ||
| - 41 | ||
| - 42 | ||
| - 43 | ||
| - 44 | ||
|
|
||
| model_config: gpt2 | ||
|
|
||
| # Full data config: which dataset to use to build full model to do forgetting on | ||
| full_data_config: gen_tofu_full | ||
|
|
||
| # Baskerville kwargs | ||
| use_bask: true | ||
| model_cache_dir: /bask/projects/v/vjgo8416-sltv-forget/caches/models | ||
| data_cache_dir: /bask/projects/v/vjgo8416-sltv-forget/caches/datasets | ||
| wandb_cache_dir: /bask/projects/v/vjgo8416-sltv-forget/caches/wandb | ||
| bask: | ||
| walltime: '0-5:0:0' | ||
| gpu_number: 1 | ||
| node_number: 1 | ||
|
|
||
| # Wandb kwargs | ||
| wandb_kwargs: | ||
| use_wandb: true | ||
| wandb_config: | ||
| entity: turing-arc | ||
| project: selective-forgetting | ||
| log_model: "false" | ||
| group: experiment-1-granularity |
46 changes: 46 additions & 0 deletions
46
configs/experiment/experiment_1_granularity_llama_seeds.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,46 @@ | ||
| # Combinations to build runs over | ||
| combinations: | ||
| data_config: | ||
| - gen_tofu_book_15 | ||
| - gen_tofu_author_15 | ||
| - gen_tofu_publisher_15 | ||
|
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||
| train_config: | ||
| - default | ||
|
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||
| forget_config: | ||
| - [difference, default] | ||
| - [idk, default] | ||
| - [difference, shorter] | ||
| - [idk, shorter] | ||
|
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||
| seed: | ||
| - 41 | ||
| - 42 | ||
| - 43 | ||
| - 44 | ||
|
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| model_config: Meta-Llama-3.1-8B-Instruct | ||
|
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||
| # Full data config: which dataset to use to build full model to do forgetting on | ||
| full_data_config: gen_tofu_full | ||
|
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| # Baskerville kwargs | ||
| use_bask: true | ||
| model_cache_dir: /bask/projects/v/vjgo8416-sltv-forget/caches/models | ||
| data_cache_dir: /bask/projects/v/vjgo8416-sltv-forget/caches/datasets | ||
| wandb_cache_dir: /bask/projects/v/vjgo8416-sltv-forget/caches/wandb | ||
|
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||
| bask: | ||
| walltime: '0-12:0:0' | ||
| gpu_number: 1 | ||
| node_number: 1 | ||
|
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||
| # Wandb kwargs | ||
| wandb_kwargs: | ||
| use_wandb: true | ||
| wandb_config: | ||
| entity: turing-arc | ||
| project: selective-forgetting | ||
| log_model: "false" | ||
| group: experiment-1-granularity |
46 changes: 46 additions & 0 deletions
46
configs/experiment/experiment_1_granularity_phi_seeds.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,46 @@ | ||
| # Combinations to build runs over | ||
| combinations: | ||
| data_config: | ||
| - gen_tofu_book_15 | ||
| - gen_tofu_author_15 | ||
| - gen_tofu_publisher_15 | ||
|
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||
| train_config: | ||
| - default | ||
|
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||
| forget_config: | ||
| - [difference, default] | ||
| - [idk, default] | ||
| - [difference, shorter] | ||
| - [idk, shorter] | ||
|
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||
| seed: | ||
| - 41 | ||
| - 42 | ||
| - 43 | ||
| - 44 | ||
|
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| model_config: Phi-3-mini-4k-instruct | ||
|
|
||
| # Full data config: which dataset to use to build full model to do forgetting on | ||
| full_data_config: gen_tofu_full | ||
|
|
||
| # Baskerville kwargs | ||
| use_bask: true | ||
| model_cache_dir: /bask/projects/v/vjgo8416-sltv-forget/caches/models | ||
| data_cache_dir: /bask/projects/v/vjgo8416-sltv-forget/caches/datasets | ||
| wandb_cache_dir: /bask/projects/v/vjgo8416-sltv-forget/caches/wandb | ||
|
|
||
| bask: | ||
| walltime: '0-12:0:0' | ||
| gpu_number: 1 | ||
| node_number: 1 | ||
|
|
||
| # Wandb kwargs | ||
| wandb_kwargs: | ||
| use_wandb: true | ||
| wandb_config: | ||
| entity: turing-arc | ||
| project: selective-forgetting | ||
| log_model: "false" | ||
| group: experiment-1-granularity |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,55 @@ | ||
| # Combinations to build runs over | ||
| combinations: | ||
| data_config: | ||
| - gen_tofu_rel_1 | ||
| - gen_tofu_rel_2 | ||
| - gen_tofu_rel_3 | ||
| - gen_tofu_rel_4 | ||
| - gen_tofu_rel_5 | ||
| - gen_tofu_rel_6 | ||
|
|
||
| train_config: | ||
| - longer | ||
|
|
||
| forget_config: | ||
| - [ascent, longer] | ||
| - [difference, longer] | ||
| - [idk, longer] | ||
| - [kl, longer] | ||
|
|
||
| seed: | ||
| - 40 | ||
| - 41 | ||
| - 42 | ||
| - 43 | ||
| - 44 | ||
| - 45 | ||
| - 46 | ||
| - 47 | ||
| - 48 | ||
| - 49 | ||
|
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||
| model_config: gpt2 | ||
|
|
||
| # Full data config: which dataset to use to build full model to do forgetting on | ||
| full_data_config: gen_tofu_full | ||
|
|
||
| # Baskerville kwargs | ||
| use_bask: true | ||
| model_cache_dir: /bask/projects/v/vjgo8416-sltv-forget/caches/models | ||
| data_cache_dir: /bask/projects/v/vjgo8416-sltv-forget/caches/datasets | ||
| wandb_cache_dir: /bask/projects/v/vjgo8416-sltv-forget/caches/wandb | ||
|
|
||
| bask: | ||
| walltime: '0-5:0:0' | ||
| gpu_number: 1 | ||
| node_number: 1 | ||
|
|
||
| # Wandb kwargs | ||
| wandb_kwargs: | ||
| use_wandb: true | ||
| wandb_config: | ||
| entity: turing-arc | ||
| project: selective-forgetting | ||
| log_model: "false" | ||
| group: experiment-2-relationship |
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