Datasets:

unsloth
/

notebooks

License:

danielhanchen commited on Sep 16, 2024

Commit

06b68ef

verified ·

1 Parent(s): cd3117a

Upload 9 files

Browse files

Files changed (9) hide show

Alpaca_+_Codellama_34b_full_example.ipynb +4 -11
Alpaca_+_Gemma_7b_full_example.ipynb +4 -11
Alpaca_+_Llama_7b_full_example.ipynb +4 -11
Alpaca_+_Mistral_7b_full_example.ipynb +4 -11
Alpaca_+_TinyLlama_+_RoPE_Scaling_full_example.ipynb +4 -11
ChatML_+_chat_templates_+_Mistral_7b_full_example.ipynb +4 -11
DPO_Zephyr_Unsloth_Example.ipynb +4 -11
Mistral_7b_Text_Completion_Raw_Text_training_full_example(1).ipynb +0 -0
Mistral_7b_Text_Completion_Raw_Text_training_full_example.ipynb +4 -11

Alpaca_+_Codellama_34b_full_example.ipynb CHANGED Viewed

@@ -27,17 +27,10 @@
       "outputs": [],
       "source": [
         "%%capture\n",
-        "import torch\n",
-        "major_version, minor_version = torch.cuda.get_device_capability()\n",
-        "# Must install separately since Colab has torch 2.2.1, which breaks packages\n",
-        "!pip install \"unsloth[colab-new] @ git+https://github.com/unslothai/unsloth.git\"\n",
-        "if major_version >= 8:\n",
-        "    # Use this for new GPUs like Ampere, Hopper GPUs (RTX 30xx, RTX 40xx, A100, H100, L40)\n",
-        "    !pip install --no-deps packaging ninja einops flash-attn xformers trl peft accelerate bitsandbytes\n",
-        "else:\n",
-        "    # Use this for older GPUs (V100, Tesla T4, RTX 20xx)\n",
-        "    !pip install --no-deps xformers trl peft accelerate bitsandbytes\n",
-        "pass"
       ]
     },
     {

       "outputs": [],
       "source": [
         "%%capture\n",
+        "# Installs Unsloth, Xformers (Flash Attention) and all other packages\n!",
+        "!pip install unsloth\n",
+        "# Get latest Unsloth\n",
+        "!pip install --upgrade --no-deps \"unsloth[colab-new] @ git+https://github.com/unslothai/unsloth.git\"\n"
       ]
     },
     {

Alpaca_+_Gemma_7b_full_example.ipynb CHANGED Viewed

@@ -29,17 +29,10 @@
       "outputs": [],
       "source": [
         "%%capture\n",
-        "import torch\n",
-        "major_version, minor_version = torch.cuda.get_device_capability()\n",
-        "# Must install separately since Colab has torch 2.2.1, which breaks packages\n",
-        "!pip install \"unsloth[colab-new] @ git+https://github.com/unslothai/unsloth.git\"\n",
-        "if major_version >= 8:\n",
-        "    # Use this for new GPUs like Ampere, Hopper GPUs (RTX 30xx, RTX 40xx, A100, H100, L40)\n",
-        "    !pip install --no-deps packaging ninja einops flash-attn xformers trl peft accelerate bitsandbytes\n",
-        "else:\n",
-        "    # Use this for older GPUs (V100, Tesla T4, RTX 20xx)\n",
-        "    !pip install --no-deps xformers trl peft accelerate bitsandbytes\n",
-        "pass"
       ]
     },
     {

       "outputs": [],
       "source": [
         "%%capture\n",
+        "# Installs Unsloth, Xformers (Flash Attention) and all other packages\n!",
+        "!pip install unsloth\n",
+        "# Get latest Unsloth\n",
+        "!pip install --upgrade --no-deps \"unsloth[colab-new] @ git+https://github.com/unslothai/unsloth.git\"\n"
       ]
     },
     {

Alpaca_+_Llama_7b_full_example.ipynb CHANGED Viewed

@@ -27,17 +27,10 @@
       "outputs": [],
       "source": [
         "%%capture\n",
-        "import torch\n",
-        "major_version, minor_version = torch.cuda.get_device_capability()\n",
-        "# Must install separately since Colab has torch 2.2.1, which breaks packages\n",
-        "!pip install \"unsloth[colab-new] @ git+https://github.com/unslothai/unsloth.git\"\n",
-        "if major_version >= 8:\n",
-        "    # Use this for new GPUs like Ampere, Hopper GPUs (RTX 30xx, RTX 40xx, A100, H100, L40)\n",
-        "    !pip install --no-deps packaging ninja einops flash-attn xformers trl peft accelerate bitsandbytes\n",
-        "else:\n",
-        "    # Use this for older GPUs (V100, Tesla T4, RTX 20xx)\n",
-        "    !pip install --no-deps xformers trl peft accelerate bitsandbytes\n",
-        "pass"
       ]
     },
     {

       "outputs": [],
       "source": [
         "%%capture\n",
+        "# Installs Unsloth, Xformers (Flash Attention) and all other packages\n!",
+        "!pip install unsloth\n",
+        "# Get latest Unsloth\n",
+        "!pip install --upgrade --no-deps \"unsloth[colab-new] @ git+https://github.com/unslothai/unsloth.git\"\n"
       ]
     },
     {

Alpaca_+_Mistral_7b_full_example.ipynb CHANGED Viewed

@@ -27,17 +27,10 @@
       "outputs": [],
       "source": [
         "%%capture\n",
-        "import torch\n",
-        "major_version, minor_version = torch.cuda.get_device_capability()\n",
-        "# Must install separately since Colab has torch 2.2.1, which breaks packages\n",
-        "!pip install \"unsloth[colab-new] @ git+https://github.com/unslothai/unsloth.git\"\n",
-        "if major_version >= 8:\n",
-        "    # Use this for new GPUs like Ampere, Hopper GPUs (RTX 30xx, RTX 40xx, A100, H100, L40)\n",
-        "    !pip install --no-deps packaging ninja einops flash-attn xformers trl peft accelerate bitsandbytes\n",
-        "else:\n",
-        "    # Use this for older GPUs (V100, Tesla T4, RTX 20xx)\n",
-        "    !pip install --no-deps xformers trl peft accelerate bitsandbytes\n",
-        "pass"
       ]
     },
     {

       "outputs": [],
       "source": [
         "%%capture\n",
+        "# Installs Unsloth, Xformers (Flash Attention) and all other packages\n!",
+        "!pip install unsloth\n",
+        "# Get latest Unsloth\n",
+        "!pip install --upgrade --no-deps \"unsloth[colab-new] @ git+https://github.com/unslothai/unsloth.git\"\n"
       ]
     },
     {

Alpaca_+_TinyLlama_+_RoPE_Scaling_full_example.ipynb CHANGED Viewed

@@ -29,17 +29,10 @@
       "outputs": [],
       "source": [
         "%%capture\n",
-        "import torch\n",
-        "major_version, minor_version = torch.cuda.get_device_capability()\n",
-        "# Must install separately since Colab has torch 2.2.1, which breaks packages\n",
-        "!pip install \"unsloth[colab-new] @ git+https://github.com/unslothai/unsloth.git\"\n",
-        "if major_version >= 8:\n",
-        "    # Use this for new GPUs like Ampere, Hopper GPUs (RTX 30xx, RTX 40xx, A100, H100, L40)\n",
-        "    !pip install --no-deps packaging ninja einops flash-attn xformers trl peft accelerate bitsandbytes\n",
-        "else:\n",
-        "    # Use this for older GPUs (V100, Tesla T4, RTX 20xx)\n",
-        "    !pip install --no-deps xformers trl peft accelerate bitsandbytes\n",
-        "pass"
       ]
     },
     {

       "outputs": [],
       "source": [
         "%%capture\n",
+        "# Installs Unsloth, Xformers (Flash Attention) and all other packages\n!",
+        "!pip install unsloth\n",
+        "# Get latest Unsloth\n",
+        "!pip install --upgrade --no-deps \"unsloth[colab-new] @ git+https://github.com/unslothai/unsloth.git\"\n"
       ]
     },
     {

ChatML_+_chat_templates_+_Mistral_7b_full_example.ipynb CHANGED Viewed

@@ -29,17 +29,10 @@
       "outputs": [],
       "source": [
         "%%capture\n",
-        "import torch\n",
-        "major_version, minor_version = torch.cuda.get_device_capability()\n",
-        "# Must install separately since Colab has torch 2.2.1, which breaks packages\n",
-        "!pip install \"unsloth[colab-new] @ git+https://github.com/unslothai/unsloth.git\"\n",
-        "if major_version >= 8:\n",
-        "    # Use this for new GPUs like Ampere, Hopper GPUs (RTX 30xx, RTX 40xx, A100, H100, L40)\n",
-        "    !pip install --no-deps packaging ninja einops flash-attn xformers trl peft accelerate bitsandbytes\n",
-        "else:\n",
-        "    # Use this for older GPUs (V100, Tesla T4, RTX 20xx)\n",
-        "    !pip install --no-deps xformers trl peft accelerate bitsandbytes\n",
-        "pass"
       ]
     },
     {

       "outputs": [],
       "source": [
         "%%capture\n",
+        "# Installs Unsloth, Xformers (Flash Attention) and all other packages\n!",
+        "!pip install unsloth\n",
+        "# Get latest Unsloth\n",
+        "!pip install --upgrade --no-deps \"unsloth[colab-new] @ git+https://github.com/unslothai/unsloth.git\"\n"
       ]
     },
     {

DPO_Zephyr_Unsloth_Example.ipynb CHANGED Viewed

@@ -28,17 +28,10 @@
       "outputs": [],
       "source": [
         "%%capture\n",
-        "import torch\n",
-        "major_version, minor_version = torch.cuda.get_device_capability()\n",
-        "# Must install separately since Colab has torch 2.2.1, which breaks packages\n",
-        "!pip install \"unsloth[colab-new] @ git+https://github.com/unslothai/unsloth.git\"\n",
-        "if major_version >= 8:\n",
-        "    # Use this for new GPUs like Ampere, Hopper GPUs (RTX 30xx, RTX 40xx, A100, H100, L40)\n",
-        "    !pip install --no-deps packaging ninja einops flash-attn xformers trl peft accelerate bitsandbytes\n",
-        "else:\n",
-        "    # Use this for older GPUs (V100, Tesla T4, RTX 20xx)\n",
-        "    !pip install --no-deps xformers trl peft accelerate bitsandbytes\n",
-        "pass"
       ]
     },
     {

       "outputs": [],
       "source": [
         "%%capture\n",
+        "# Installs Unsloth, Xformers (Flash Attention) and all other packages\n!",
+        "!pip install unsloth\n",
+        "# Get latest Unsloth\n",
+        "!pip install --upgrade --no-deps \"unsloth[colab-new] @ git+https://github.com/unslothai/unsloth.git\"\n"
       ]
     },
     {

Mistral_7b_Text_Completion_Raw_Text_training_full_example(1).ipynb ADDED Viewed

The diff for this file is too large to render. See raw diff

Mistral_7b_Text_Completion_Raw_Text_training_full_example.ipynb CHANGED Viewed

@@ -39,17 +39,10 @@
       "outputs": [],
       "source": [
         "%%capture\n",
-        "import torch\n",
-        "major_version, minor_version = torch.cuda.get_device_capability()\n",
-        "# Must install separately since Colab has torch 2.2.1, which breaks packages\n",
-        "!pip install \"unsloth[colab-new] @ git+https://github.com/unslothai/unsloth.git\"\n",
-        "if major_version >= 8:\n",
-        "    # Use this for new GPUs like Ampere, Hopper GPUs (RTX 30xx, RTX 40xx, A100, H100, L40)\n",
-        "    !pip install --no-deps packaging ninja einops flash-attn xformers trl peft accelerate bitsandbytes\n",
-        "else:\n",
-        "    # Use this for older GPUs (V100, Tesla T4, RTX 20xx)\n",
-        "    !pip install --no-deps xformers trl peft accelerate bitsandbytes\n",
-        "pass"
       ]
     },
     {

       "outputs": [],
       "source": [
         "%%capture\n",
+        "# Installs Unsloth, Xformers (Flash Attention) and all other packages\n!",
+        "!pip install unsloth\n",
+        "# Get latest Unsloth\n",
+        "!pip install --upgrade --no-deps \"unsloth[colab-new] @ git+https://github.com/unslothai/unsloth.git\"\n"
       ]
     },
     {