new install

README.md

@@ -129,7 +129,7 @@ Click for all our Kaggle notebooks categorized by model:
 
 </details>
 
-<!-- Last updated on: 2025-01-09 15:55:35 -->
+<!-- Last updated on: 2025-01-10 10:06:30 -->
 <!-- End of Notebook Links -->
 
 # ✨ Contributing to Notebooks

nb/CodeGemma_(7B)-Conversational.ipynb

@@ -46,7 +46,7 @@
    "execution_count": null,
    "metadata": {},
    "outputs": [],
-   "source": "%%capture\n!pip install --upgrade --force-reinstall --no-cache-dir --no-deps unsloth unsloth_zoo"
+   "source": "%%capture\n!pip install unsloth\n# Also get the latest nightly Unsloth!\n!pip install --force-reinstall --no-cache-dir --no-deps git+https://github.com/unslothai/unsloth.git"
   },
   {
    "cell_type": "markdown",

nb/Gemma2_(2B)-Alpaca.ipynb

@@ -46,7 +46,7 @@
    "execution_count": null,
    "metadata": {},
    "outputs": [],
-   "source": "%%capture\n!pip install --upgrade --force-reinstall --no-cache-dir --no-deps unsloth unsloth_zoo"
+   "source": "%%capture\n!pip install unsloth\n# Also get the latest nightly Unsloth!\n!pip install --force-reinstall --no-cache-dir --no-deps git+https://github.com/unslothai/unsloth.git"
   },
   {
    "cell_type": "markdown",

nb/Gemma2_(9B)-Alpaca.ipynb

@@ -46,7 +46,7 @@
    "execution_count": null,
    "metadata": {},
    "outputs": [],
-   "source": "%%capture\n!pip install --upgrade --force-reinstall --no-cache-dir --no-deps unsloth unsloth_zoo"
+   "source": "%%capture\n!pip install unsloth\n# Also get the latest nightly Unsloth!\n!pip install --force-reinstall --no-cache-dir --no-deps git+https://github.com/unslothai/unsloth.git"
   },
   {
    "cell_type": "markdown",

nb/Kaggle-CodeGemma_(7B)-Conversational.ipynb

@@ -46,7 +46,7 @@
    "execution_count": null,
    "metadata": {},
    "outputs": [],
-   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install --upgrade --force-reinstall --no-cache-dir --no-deps unsloth unsloth_zoo"
+   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install unsloth"
   },
   {
    "cell_type": "markdown",

nb/Kaggle-Gemma2_(2B)-Alpaca.ipynb

@@ -46,7 +46,7 @@
    "execution_count": null,
    "metadata": {},
    "outputs": [],
-   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install --upgrade --force-reinstall --no-cache-dir --no-deps unsloth unsloth_zoo"
+   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install unsloth"
   },
   {
    "cell_type": "markdown",

nb/Kaggle-Gemma2_(9B)-Alpaca.ipynb

@@ -46,7 +46,7 @@
    "execution_count": null,
    "metadata": {},
    "outputs": [],
-   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install --upgrade --force-reinstall --no-cache-dir --no-deps unsloth unsloth_zoo"
+   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install unsloth"
   },
   {
    "cell_type": "markdown",

nb/Kaggle-Llama3.1_(8B)-Alpaca.ipynb

@@ -46,7 +46,7 @@
    "execution_count": null,
    "metadata": {},
    "outputs": [],
-   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install --upgrade --force-reinstall --no-cache-dir --no-deps unsloth unsloth_zoo"
+   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install unsloth"
   },
   {
    "cell_type": "markdown",

nb/Kaggle-Llama3.1_(8B)-Inference.ipynb

@@ -46,7 +46,7 @@
    "execution_count": null,
    "metadata": {},
    "outputs": [],
-   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install --upgrade --force-reinstall --no-cache-dir --no-deps unsloth unsloth_zoo"
+   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install unsloth"
   },
   {
    "cell_type": "markdown",

nb/Kaggle-Llama3.2_(11B)-Vision.ipynb

@@ -48,7 +48,7 @@
    "execution_count": null,
    "metadata": {},
    "outputs": [],
-   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install --upgrade --force-reinstall --no-cache-dir --no-deps unsloth unsloth_zoo"
+   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install unsloth"
   },
   {
    "cell_type": "markdown",

nb/Kaggle-Llama3.2_(1B_and_3B)-Conversational.ipynb

@@ -46,7 +46,7 @@
    "execution_count": null,
    "metadata": {},
    "outputs": [],
-   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install --upgrade --force-reinstall --no-cache-dir --no-deps unsloth unsloth_zoo"
+   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install unsloth"
   },
   {
    "cell_type": "markdown",
@@ -273,7 +273,7 @@
    "execution_count": null,
    "metadata": {},
    "outputs": [],
-   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install --upgrade --force-reinstall --no-cache-dir --no-deps unsloth unsloth_zoo"
+   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install unsloth"
   },
   {
    "cell_type": "markdown",

nb/Kaggle-Llama3_(8B)-Alpaca.ipynb

@@ -60,7 +60,7 @@
    "execution_count": null,
    "metadata": {},
    "outputs": [],
-   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install --upgrade --force-reinstall --no-cache-dir --no-deps unsloth unsloth_zoo"
+   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install unsloth"
   },
   {
    "cell_type": "markdown",

nb/Kaggle-Llama3_(8B)-ORPO.ipynb

@@ -46,7 +46,7 @@
    "execution_count": null,
    "metadata": {},
    "outputs": [],
-   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install --upgrade --force-reinstall --no-cache-dir --no-deps unsloth unsloth_zoo"
+   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install unsloth"
   },
   {
    "cell_type": "markdown",

nb/Kaggle-Llama3_(8B)-Ollama.ipynb

@@ -46,7 +46,7 @@
    "execution_count": null,
    "metadata": {},
    "outputs": [],
-   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install --upgrade --force-reinstall --no-cache-dir --no-deps unsloth unsloth_zoo"
+   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install unsloth"
   },
   {
    "cell_type": "markdown",

nb/Kaggle-Mistral_(7B)-Text_Completion.ipynb

@@ -46,7 +46,7 @@
    "execution_count": null,
    "metadata": {},
    "outputs": [],
-   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install --upgrade --force-reinstall --no-cache-dir --no-deps unsloth unsloth_zoo"
+   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install unsloth"
   },
   {
    "cell_type": "markdown",

nb/Kaggle-Mistral_Nemo_(12B)-Alpaca.ipynb

@@ -46,7 +46,7 @@
    "execution_count": null,
    "metadata": {},
    "outputs": [],
-   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install --upgrade --force-reinstall --no-cache-dir --no-deps unsloth unsloth_zoo"
+   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install unsloth"
   },
   {
    "cell_type": "markdown",

nb/Kaggle-Mistral_Small_(22B)-Alpaca.ipynb

@@ -46,7 +46,7 @@
    "execution_count": null,
    "metadata": {},
    "outputs": [],
-   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install --upgrade --force-reinstall --no-cache-dir --no-deps unsloth unsloth_zoo"
+   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install unsloth"
   },
   {
    "cell_type": "markdown",

nb/Kaggle-Mistral_v0.3_(7B)-Alpaca.ipynb

@@ -46,7 +46,7 @@
    "execution_count": null,
    "metadata": {},
    "outputs": [],
-   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install --upgrade --force-reinstall --no-cache-dir --no-deps unsloth unsloth_zoo"
+   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install unsloth"
   },
   {
    "cell_type": "markdown",

nb/Kaggle-Mistral_v0.3_(7B)-CPT.ipynb

@@ -46,7 +46,7 @@
    "execution_count": null,
    "metadata": {},
    "outputs": [],
-   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install --upgrade --force-reinstall --no-cache-dir --no-deps unsloth unsloth_zoo"
+   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install unsloth"
   },
   {
    "cell_type": "markdown",

nb/Kaggle-Mistral_v0.3_(7B)-Conversational.ipynb

@@ -46,7 +46,7 @@
    "execution_count": null,
    "metadata": {},
    "outputs": [],
-   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install --upgrade --force-reinstall --no-cache-dir --no-deps unsloth unsloth_zoo"
+   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install unsloth"
   },
   {
    "cell_type": "markdown",

nb/Kaggle-Phi_3.5_Mini-Conversational.ipynb

@@ -46,7 +46,7 @@
    "execution_count": null,
    "metadata": {},
    "outputs": [],
-   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install --upgrade --force-reinstall --no-cache-dir --no-deps unsloth unsloth_zoo"
+   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install unsloth"
   },
   {
    "cell_type": "markdown",

nb/Kaggle-Phi_3_Medium-Conversational.ipynb

@@ -46,7 +46,7 @@
    "execution_count": null,
    "metadata": {},
    "outputs": [],
-   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install --upgrade --force-reinstall --no-cache-dir --no-deps unsloth unsloth_zoo"
+   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install unsloth"
   },
   {
    "cell_type": "markdown",

nb/Kaggle-Phi_4-Conversational.ipynb

@@ -46,7 +46,7 @@
    "execution_count": null,
    "metadata": {},
    "outputs": [],
-   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install --upgrade --force-reinstall --no-cache-dir --no-deps unsloth unsloth_zoo"
+   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install unsloth"
   },
   {
    "cell_type": "markdown",

nb/Kaggle-Pixtral_(12B)-Vision.ipynb

@@ -48,7 +48,7 @@
    "execution_count": null,
    "metadata": {},
    "outputs": [],
-   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install --upgrade --force-reinstall --no-cache-dir --no-deps unsloth unsloth_zoo"
+   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install unsloth"
   },
   {
    "cell_type": "markdown",

nb/Kaggle-Qwen2.5_(7B)-Alpaca.ipynb

@@ -46,7 +46,7 @@
    "execution_count": null,
    "metadata": {},
    "outputs": [],
-   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install --upgrade --force-reinstall --no-cache-dir --no-deps unsloth unsloth_zoo"
+   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install unsloth"
   },
   {
    "cell_type": "markdown",

nb/Kaggle-Qwen2.5_Coder_(14B)-Conversational.ipynb

@@ -46,7 +46,7 @@
    "execution_count": null,
    "metadata": {},
    "outputs": [],
-   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install --upgrade --force-reinstall --no-cache-dir --no-deps unsloth unsloth_zoo"
+   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install unsloth"
   },
   {
    "cell_type": "markdown",

nb/Kaggle-Qwen2_(7B)-Alpaca.ipynb

@@ -46,7 +46,7 @@
    "execution_count": null,
    "metadata": {},
    "outputs": [],
-   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install --upgrade --force-reinstall --no-cache-dir --no-deps unsloth unsloth_zoo"
+   "source": "%%capture\n# Kaggle is slow - you'll have to wait 5 minutes for it to install.\n!pip install pip3-autoremove\n!pip-autoremove torch torchvision torchaudio -y\n!pip install torch torchvision torchaudio xformers --index-url https://download.pytorch.org/whl/cu121\n!pip install unsloth"
   },
   {
    "cell_type": "markdown",