update
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12
README.md
12
README.md
@@ -72,8 +72,7 @@ Features:
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**Requirements**:
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**Requirements**:
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- NVIDIA GPU (Ampere or newer for `bf16` and Flash Attention) or AMD GPU
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- NVIDIA GPU (Ampere or newer for `bf16` and Flash Attention) or AMD GPU
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- Python 3.11
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- Python 3.11+
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- PyTorch ≥2.6.0
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### Google Colab
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### Google Colab
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@@ -87,11 +86,8 @@ Features:
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# Install uv
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# Install uv
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curl -LsSf https://astral.sh/uv/install.sh | sh
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curl -LsSf https://astral.sh/uv/install.sh | sh
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# Create virtualenv
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# Add axolotl to your project
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uv venv
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uv add axolotl
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# Install axolotl
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uv pip install --no-build-isolation axolotl[flash-attn,deepspeed]
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# Download example axolotl configs, deepspeed configs
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# Download example axolotl configs, deepspeed configs
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axolotl fetch examples
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axolotl fetch examples
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@@ -102,7 +98,7 @@ axolotl fetch deepspeed_configs # OPTIONAL
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```bash
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```bash
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pip3 install -U packaging==23.2 setuptools==75.8.0 wheel ninja
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pip3 install -U packaging==23.2 setuptools==75.8.0 wheel ninja
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pip3 install --no-build-isolation axolotl[flash-attn,deepspeed]
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pip3 install --no-build-isolation axolotl
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# Download example axolotl configs, deepspeed configs
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# Download example axolotl configs, deepspeed configs
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axolotl fetch examples
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axolotl fetch examples
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@@ -33,9 +33,9 @@ RUN if [ "$NIGHTLY_BUILD" = "true" ] ; then \
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RUN uv pip install packaging==23.2 setuptools==75.8.0
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RUN uv pip install packaging==23.2 setuptools==75.8.0
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RUN if [ "$AXOLOTL_EXTRAS" != "" ] ; then \
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RUN if [ "$AXOLOTL_EXTRAS" != "" ] ; then \
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uv pip install --no-build-isolation -e .[deepspeed,flash-attn,ring-flash-attn,optimizers,ray,$AXOLOTL_EXTRAS] $AXOLOTL_ARGS; \
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uv pip install --no-build-isolation -e .[ring-flash-attn,optimizers,ray,$AXOLOTL_EXTRAS] $AXOLOTL_ARGS; \
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else \
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else \
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uv pip install --no-build-isolation -e .[deepspeed,flash-attn,ring-flash-attn,optimizers,ray] $AXOLOTL_ARGS; \
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uv pip install --no-build-isolation -e .[ring-flash-attn,optimizers,ray] $AXOLOTL_ARGS; \
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fi
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fi
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RUN python scripts/unsloth_install.py | sh
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RUN python scripts/unsloth_install.py | sh
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@@ -22,9 +22,9 @@ WORKDIR /workspace/axolotl
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# If AXOLOTL_EXTRAS is set, append it in brackets
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# If AXOLOTL_EXTRAS is set, append it in brackets
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RUN if [ "$AXOLOTL_EXTRAS" != "" ] ; then \
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RUN if [ "$AXOLOTL_EXTRAS" != "" ] ; then \
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uv pip install --no-build-isolation -e .[deepspeed,flash-attn,ring-flash-attn,optimizers,ray,$AXOLOTL_EXTRAS] $AXOLOTL_ARGS; \
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uv pip install --no-build-isolation -e .[ring-flash-attn,optimizers,ray,$AXOLOTL_EXTRAS] $AXOLOTL_ARGS; \
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else \
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else \
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uv pip install --no-build-isolation -e .[deepspeed,flash-attn,ring-flash-attn,optimizers,ray] $AXOLOTL_ARGS; \
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uv pip install --no-build-isolation -e .[ring-flash-attn,optimizers,ray] $AXOLOTL_ARGS; \
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fi && \
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fi && \
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python scripts/unsloth_install.py | sh && \
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python scripts/unsloth_install.py | sh && \
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python scripts/cutcrossentropy_install.py | sh && \
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python scripts/cutcrossentropy_install.py | sh && \
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@@ -38,7 +38,7 @@ For a quick installation with uv:
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curl -LsSf https://astral.sh/uv/install.sh | sh
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curl -LsSf https://astral.sh/uv/install.sh | sh
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# Install axolotl
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# Install axolotl
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uv pip install --no-build-isolation axolotl[flash-attn,deepspeed]
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uv pip install --no-build-isolation axolotl
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```
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```
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### PyPI Installation {#sec-pypi}
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### PyPI Installation {#sec-pypi}
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@@ -97,8 +97,9 @@ git clone https://github.com/axolotl-ai-cloud/axolotl.git
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cd axolotl
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cd axolotl
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# Install uv if not already installed
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# Install uv if not already installed
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curl -LsSf https://astral.sh/uv/install.sh | sh
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curl -LsSf https://astral.sh/uv/install.sh | sh
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source $HOME/.local/bin/env
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# Create and sync environment
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uv pip install --no-build-isolation -e '.[flash-attn,deepspeed]'
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uv venv
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uv sync
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```
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```
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#### Using pip
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#### Using pip
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@@ -101,6 +101,8 @@ dependencies = [
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"torchao==0.12.0 ; sys_platform != 'darwin'",
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"torchao==0.12.0 ; sys_platform != 'darwin'",
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"bitsandbytes==0.47.0 ; sys_platform != 'darwin'",
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"bitsandbytes==0.47.0 ; sys_platform != 'darwin'",
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"flash-attn==2.8.3 ; sys_platform == 'linux'",
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"flash-attn==2.8.3 ; sys_platform == 'linux'",
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"deepspeed>=0.17.5 ; sys_platform != 'darwin'",
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"deepspeed-kernels ; sys_platform != 'darwin'",
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]
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]
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[project.optional-dependencies]
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[project.optional-dependencies]
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@@ -110,12 +112,6 @@ ring-flash-attn = [
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"yunchang==0.6.0",
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"yunchang==0.6.0",
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]
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]
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# Deep learning frameworks
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deepspeed = [
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"deepspeed>=0.17.5",
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"deepspeed-kernels",
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]
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mamba-ssm = [
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mamba-ssm = [
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"mamba-ssm>=2.2.0",
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"mamba-ssm>=2.2.0",
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"causal_conv1d>=1.4.0",
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"causal_conv1d>=1.4.0",
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