diff --git a/README.md b/README.md index 37663c505..f3646737a 100644 --- a/README.md +++ b/README.md @@ -75,18 +75,16 @@ Features: ### Installation -#### Using uv (recommended) +#### Project setup (uv add) ```bash # Install uv curl -LsSf https://astral.sh/uv/install.sh | sh -# One-off usage -uvx axolotl fetch examples - -# Or, in your project +# Initialize or enter your project uv init my-project && cd my-project uv add axolotl +uv pip install flash-attn --no-build-isolation source .venv/bin/activate # Download example axolotl configs, deepspeed configs @@ -94,11 +92,14 @@ axolotl fetch examples axolotl fetch deepspeed_configs # optional ``` -#### Using pip +#### Quick try (uv pip) ```bash -pip3 install -U packaging==23.2 setuptools==75.8.0 wheel ninja -pip3 install --no-build-isolation axolotl +# Install uv if needed +curl -LsSf https://astral.sh/uv/install.sh | sh + +uv pip install axolotl +uv pip install flash-attn --no-build-isolation # Download example axolotl configs, deepspeed configs axolotl fetch examples diff --git a/cicd/Dockerfile.jinja b/cicd/Dockerfile.jinja index 2f5d397c2..0243aaa2a 100644 --- a/cicd/Dockerfile.jinja +++ b/cicd/Dockerfile.jinja @@ -40,6 +40,8 @@ RUN if [ "$AXOLOTL_EXTRAS" != "" ] ; then \ uv sync --frozen --extra ring-flash-attn --extra optimizers --extra ray $AXOLOTL_ARGS; \ fi +RUN uv pip install --no-build-isolation flash-attn $AXOLOTL_ARGS + RUN python scripts/unsloth_install.py | sh RUN python scripts/cutcrossentropy_install.py | sh diff --git a/docker/Dockerfile b/docker/Dockerfile index 3e2403cee..c6e25e171 100644 --- a/docker/Dockerfile +++ b/docker/Dockerfile @@ -35,6 +35,7 @@ RUN if [ "$AXOLOTL_EXTRAS" != "" ] ; then \ else \ uv pip install --python "$VENV_PYTHON" --no-build-isolation -e .[ring-flash-attn,optimizers,ray] $AXOLOTL_ARGS; \ fi && \ + uv pip install --python "$VENV_PYTHON" --no-build-isolation flash-attn $AXOLOTL_ARGS && \ "$VENV_PYTHON" scripts/unsloth_install.py | sh && \ "$VENV_PYTHON" scripts/cutcrossentropy_install.py | sh && \ uv pip install --python "$VENV_PYTHON" pytest diff --git a/docker/Dockerfile-base b/docker/Dockerfile-base index 87918cc41..3d6a4fb16 100644 --- a/docker/Dockerfile-base +++ b/docker/Dockerfile-base @@ -48,5 +48,5 @@ RUN git lfs install --skip-repo && \ pip3 cache purge RUN if [ "$PYTORCH_VERSION" = "2.6.0" ] && [ "$CUDA" = "124" ] ; then \ - FLASH_ATTENTION_FORCE_BUILD="TRUE" pip3 install --no-build-isolation flash-attn==2.8.0.post2; \ + FLASH_ATTENTION_FORCE_BUILD="TRUE" uv pip install --no-build-isolation flash-attn==2.8.0.post2; \ fi diff --git a/docker/Dockerfile-tests b/docker/Dockerfile-tests index 8d9734359..36dd159d6 100644 --- a/docker/Dockerfile-tests +++ b/docker/Dockerfile-tests @@ -24,13 +24,14 @@ RUN git fetch origin +$GITHUB_REF && \ # If AXOLOTL_EXTRAS is set, append it in brackets RUN if [ "$AXOLOTL_EXTRAS" != "" ] ; then \ - pip install --no-build-isolation -e .[deepspeed,flash-attn,mamba-ssm,$AXOLOTL_EXTRAS] $AXOLOTL_ARGS; \ + uv pip install --no-build-isolation -e .[deepspeed,mamba-ssm,$AXOLOTL_EXTRAS] $AXOLOTL_ARGS; \ else \ - pip install --no-build-isolation -e .[deepspeed,flash-attn,mamba-ssm] $AXOLOTL_ARGS; \ - fi + uv pip install --no-build-isolation -e .[deepspeed,mamba-ssm] $AXOLOTL_ARGS; \ + fi && \ + uv pip install --no-build-isolation flash-attn $AXOLOTL_ARGS # So we can test the Docker image -RUN pip install pytest +RUN uv pip install pytest # fix so that git fetch/pull from remote works RUN git config remote.origin.fetch "+refs/heads/*:refs/remotes/origin/*" && \ diff --git a/docs/debugging.qmd b/docs/debugging.qmd index bf3c6fe7e..aff339b3f 100644 --- a/docs/debugging.qmd +++ b/docs/debugging.qmd @@ -72,8 +72,8 @@ datasets: Make sure you have an [editable install](https://setuptools.pypa.io/en/latest/userguide/development_mode.html) of Axolotl, which ensures that changes you make to the code are reflected at runtime. Run the following commands from the root of this project: ```bash -pip3 install packaging -pip3 install --no-build-isolation -e '.[flash-attn,deepspeed]' +uv sync --extra deepspeed +uv pip install flash-attn --no-build-isolation ``` #### Remote Hosts @@ -213,8 +213,8 @@ docker run --privileged --gpus '"all"' --shm-size 10g --rm -it --name axolotl -- You will now be in the container. Next, perform an editable install of Axolotl: ```bash -pip3 install packaging -pip3 install --no-build-isolation -e '.[flash-attn,deepspeed]' +uv sync --extra deepspeed +uv pip install flash-attn --no-build-isolation ``` ### Attach To Container diff --git a/docs/installation.qmd b/docs/installation.qmd index 958b3845c..4d635ddeb 100644 --- a/docs/installation.qmd +++ b/docs/installation.qmd @@ -31,27 +31,36 @@ For Blackwell GPUs, please use Pytorch 2.7.0 and CUDA 12.8. ### uv Installation (Recommended) {#sec-uv-quick} -For a quick installation with uv: - ```{.bash} # Install uv if not already installed curl -LsSf https://astral.sh/uv/install.sh | sh -# Install axolotl -uv pip install --no-build-isolation axolotl +# Add Axolotl to a project (recommended) +uv init my-project && cd my-project +uv add axolotl +uv pip install flash-attn --no-build-isolation +source .venv/bin/activate ``` -### PyPI Installation {#sec-pypi} +For a quick one-off install without creating a project: ```{.bash} -pip3 install -U packaging setuptools wheel ninja -pip3 install --no-build-isolation axolotl[flash-attn,deepspeed] +uv pip install axolotl +uv pip install flash-attn --no-build-isolation +``` + +### pip Installation {#sec-pypi} + +```{.bash} +pip install --no-build-isolation axolotl[deepspeed] +pip install --no-build-isolation flash-attn ``` We use `--no-build-isolation` in order to detect the installed PyTorch version (if installed) in order not to clobber it, and so that we set the correct version of dependencies that are specific to the PyTorch version or other installed -co-dependencies. +co-dependencies. Flash Attention is resolved separately so it can be built against +the environment configured by the previous step. ### Advanced uv Installation {#sec-uv} @@ -74,17 +83,17 @@ source .venv/bin/activate Install PyTorch - PyTorch 2.6.0 recommended ```{.bash} -uv pip install packaging setuptools wheel uv pip install torch==2.6.0 uv pip install awscli pydantic ``` Install axolotl from PyPi ```{.bash} -uv pip install --no-build-isolation axolotl[deepspeed,flash-attn] - +uv pip install --no-build-isolation axolotl[deepspeed] # optionally install with vLLM if you're using torch==2.6.0 and want to train w/ GRPO -uv pip install --no-build-isolation axolotl[deepspeed,flash-attn,vllm] +# uv pip install --no-build-isolation axolotl[deepspeed,vllm] + +uv pip install flash-attn --no-build-isolation ``` ### Edge/Development Build {#sec-edge-build} @@ -97,14 +106,15 @@ git clone https://github.com/axolotl-ai-cloud/axolotl.git cd axolotl curl -LsSf https://astral.sh/uv/install.sh | sh # If not already installed uv sync +uv pip install flash-attn --no-build-isolation ``` #### Using pip ```{.bash} git clone https://github.com/axolotl-ai-cloud/axolotl.git cd axolotl -pip3 install -U packaging setuptools wheel ninja -pip3 install --no-build-isolation -e '.[flash-attn,deepspeed]' +pip install --no-build-isolation -e '.[deepspeed]' +pip install --no-build-isolation flash-attn ``` ### Docker {#sec-docker} @@ -162,7 +172,7 @@ For providers supporting Docker: ### macOS {#sec-macos} ```{.bash} -pip3 install --no-build-isolation -e '.' +uv pip install --no-build-isolation -e '.' ``` See @sec-troubleshooting for Mac-specific issues. @@ -180,10 +190,15 @@ We recommend using WSL2 (Windows Subsystem for Linux) or Docker. 1. Install Python ≥3.11 2. Install PyTorch: https://pytorch.org/get-started/locally/ 3. Install Axolotl: - ```{.bash} - pip3 install -U packaging setuptools wheel ninja - pip3 install --no-build-isolation -e '.[flash-attn,deepspeed]' - ``` +```{.bash} +# Option A: add Axolotl to the environment +uv add axolotl +uv pip install flash-attn --no-build-isolation + +# Option B: quick install +uv pip install axolotl +uv pip install flash-attn --no-build-isolation +``` 4. (Optional) Login to Hugging Face: ```{.bash} huggingface-cli login diff --git a/docs/multimodal.qmd b/docs/multimodal.qmd index 3a28b579a..9c87dac83 100644 --- a/docs/multimodal.qmd +++ b/docs/multimodal.qmd @@ -95,7 +95,7 @@ chat_template: llava ### Mistral-Small-3.1 {#sec-mistral-small-31} ::: {.callout-tip} -Please make sure to install vision lib via `pip install 'mistral-common[opencv]==1.8.5'` +Please make sure to install vision lib via `uv pip install 'mistral-common[opencv]==1.8.5'` ::: ```yaml @@ -105,7 +105,7 @@ base_model: mistralai/Mistral-Small-3.1-24B-Instruct-2503 ### Magistral-Small-2509 {#sec-magistral-small-2509} ::: {.callout-tip} -Please make sure to install vision lib via `pip install 'mistral-common[opencv]==1.8.5'` +Please make sure to install vision lib via `uv pip install 'mistral-common[opencv]==1.8.5'` ::: ```yaml @@ -115,7 +115,7 @@ base_model: mistralai/Magistral-Small-2509 ### Voxtral {#sec-voxtral} ::: {.callout-tip} -Please make sure to install audio lib via `pip3 install librosa==0.11.0 'mistral_common[audio]==1.8.3'` +Please make sure to install audio lib via `uv pip install librosa==0.11.0 'mistral_common[audio]==1.8.3'` ::: ```yaml @@ -143,7 +143,7 @@ The model's initial loss and grad norm will be very high. We suspect this to be ::: ::: {.callout-tip} -Please make sure to install `timm` via `pip3 install timm==1.0.17` +Please make sure to install `timm` via `uv pip install timm==1.0.17` ::: ```yaml @@ -171,7 +171,7 @@ chat_template: qwen2_vl # same as qwen2-vl ### SmolVLM2 {#sec-smolvlm2} ::: {.callout-tip} -Please make sure to install `num2words` via `pip3 install num2words==0.5.14` +Please make sure to install `num2words` via `uv pip install num2words==0.5.14` ::: ```yaml @@ -181,7 +181,7 @@ base_model: HuggingFaceTB/SmolVLM2-500M-Video-Instruct ### LFM2-VL {#sec-lfm2-vl} ::: {.callout-warning} -Please uninstall `causal-conv1d` via `pip3 uninstall -y causal-conv1d` +Please uninstall `causal-conv1d` via `uv pip uninstall -y causal-conv1d` ::: ```yaml @@ -222,7 +222,7 @@ For audio loading, you can use the following keys within `content` alongside `"t ::: {.callout-tip} -You may need to install `librosa` via `pip3 install librosa==0.11.0`. +You may need to install `librosa` via `uv pip install librosa==0.11.0`. ::: diff --git a/docs/sequence_parallelism.qmd b/docs/sequence_parallelism.qmd index d1933a145..8db51c1e1 100644 --- a/docs/sequence_parallelism.qmd +++ b/docs/sequence_parallelism.qmd @@ -49,9 +49,9 @@ When sequence parallelism is enabled: To use sequence parallelism, you need: - Multiple GPUs (at least 2) -- The `ring-flash-attn` package. Install with: - - `pip install axolotl[ring-flash-attn]` (preferred) - - `pip install ring-flash-attn>=0.1.4` +- The `ring-flash-attn` package. Install with either `uv sync --extra ring-flash-attn` + (from a cloned repository) or `uv pip install ring-flash-attn>=0.1.4`. +- Flash Attention installed separately with `uv pip install flash-attn --no-build-isolation`. ## Limitations diff --git a/examples/LiquidAI/README.md b/examples/LiquidAI/README.md index 96fc74a92..4cdce8a56 100644 --- a/examples/LiquidAI/README.md +++ b/examples/LiquidAI/README.md @@ -12,9 +12,14 @@ This guide shows how to fine-tune both the LFM2 and LFM2-VL models with Axolotl. Here is an example of how to install from pip: ```bash - # Ensure you have a compatible version of Pytorch installed - pip3 install packaging setuptools wheel ninja - pip3 install --no-build-isolation 'axolotl[flash-attn]>=0.12.0' + # Ensure you have a compatible version of PyTorch installed + # Option A: manage dependencies in your project + uv add 'axolotl>=0.12.0' + uv pip install flash-attn --no-build-isolation + + # Option B: quick install + uv pip install 'axolotl>=0.12.0' + uv pip install flash-attn --no-build-isolation ``` 2. Run one of the finetuning examples below. @@ -35,7 +40,7 @@ This guide shows how to fine-tune both the LFM2 and LFM2-VL models with Axolotl. - **Installation Error**: If you encounter `ImportError: ... undefined symbol ...` or `ModuleNotFoundError: No module named 'causal_conv1d_cuda'`, the `causal-conv1d` package may have been installed incorrectly. Try uninstalling it: ```bash - pip uninstall -y causal-conv1d + uv pip uninstall -y causal-conv1d ``` - **Dataset Loading**: Read more on how to load your own dataset in our [documentation](https://docs.axolotl.ai/docs/dataset_loading.html). diff --git a/examples/apertus/README.md b/examples/apertus/README.md index 774286333..236aacdb9 100644 --- a/examples/apertus/README.md +++ b/examples/apertus/README.md @@ -15,8 +15,8 @@ This guide shows how to fine-tune it with Axolotl with multi-turn conversations git clone https://github.com/axolotl-ai-cloud/axolotl.git cd axolotl -pip3 install packaging==23.2 setuptools==75.8.0 wheel ninja -pip3 install --no-build-isolation -e '.[flash-attn]' +uv sync +uv pip install flash-attn --no-build-isolation # Install CCE https://docs.axolotl.ai/docs/custom_integrations.html#cut-cross-entropy python scripts/cutcrossentropy_install.py | sh @@ -31,7 +31,7 @@ python scripts/cutcrossentropy_install.py | sh # For those using our Docker image, use the below path. export CUDA_HOME=/usr/local/cuda -pip3 install git+https://github.com/nickjbrowning/XIELU@59d6031 --no-build-isolation --no-deps +uv pip install git+https://github.com/nickjbrowning/XIELU@59d6031 --no-build-isolation --no-deps ``` For any installation errors, see [XIELU Installation Issues](#xielu-installation-issues) @@ -67,7 +67,7 @@ If those didn't help, please try the below solutions: 1. Pass env for CMAKE and try install again: ```bash - Python_EXECUTABLE=$(which python) pip3 install git+https://github.com/nickjbrowning/XIELU@59d6031 --no-build-isolation --no-deps + Python_EXECUTABLE=$(which python) uv pip install git+https://github.com/nickjbrowning/XIELU@59d6031 --no-build-isolation --no-deps ``` 2. Git clone the repo and manually hardcode python path: @@ -92,7 +92,7 @@ If those didn't help, please try the below solutions: ``` ```bash - pip3 install . --no-build-isolation --no-deps + uv pip install . --no-build-isolation --no-deps ``` ## Optimization Guides diff --git a/examples/arcee/README.md b/examples/arcee/README.md index 23f63663e..358255da7 100644 --- a/examples/arcee/README.md +++ b/examples/arcee/README.md @@ -17,8 +17,8 @@ Thanks to the team at Arcee.ai for using Axolotl in supervised fine-tuning the A git clone https://github.com/axolotl-ai-cloud/axolotl.git cd axolotl -pip3 install packaging==23.2 setuptools==75.8.0 wheel ninja -pip3 install --no-build-isolation -e '.[flash-attn]' +uv sync +uv pip install flash-attn --no-build-isolation # Install CCE https://docs.axolotl.ai/docs/custom_integrations.html#cut-cross-entropy python scripts/cutcrossentropy_install.py | sh diff --git a/examples/colab-notebooks/colab-axolotl-example.ipynb b/examples/colab-notebooks/colab-axolotl-example.ipynb index 9e18757f6..91b942cf8 100644 --- a/examples/colab-notebooks/colab-axolotl-example.ipynb +++ b/examples/colab-notebooks/colab-axolotl-example.ipynb @@ -12,10 +12,10 @@ "\n", "Axolotl is the most performant LLM post-training framework available, delivering faster training with efficient, consistent and stable performance. Train your workload and ship your product 30% faster; saving you both time and money.\n", "\n", - "- ⭐ us on [GitHub](https://github.com/axolotl-ai-cloud/axolotl)\n", - "- 📜 Read the [Docs](http://docs.axolotl.ai/)\n", - "- 💬 Chat with us on [Discord](https://discord.gg/mnpEYgRUmD)\n", - "- 📰 Get updates on [X/Twitter](https://x.com/axolotl_ai)\n" + "- \u2b50 us on [GitHub](https://github.com/axolotl-ai-cloud/axolotl)\n", + "- \ud83d\udcdc Read the [Docs](http://docs.axolotl.ai/)\n", + "- \ud83d\udcac Chat with us on [Discord](https://discord.gg/mnpEYgRUmD)\n", + "- \ud83d\udcf0 Get updates on [X/Twitter](https://x.com/axolotl_ai)\n" ] }, { @@ -39,8 +39,8 @@ "source": [ "%%capture\n", "# This step can take ~5-10 minutes to install dependencies\n", - "!pip install --no-build-isolation axolotl[flash-attn]>=0.9.1\n", - "!pip install \"cut-cross-entropy[transformers] @ git+https://github.com/axolotl-ai-cloud/ml-cross-entropy.git@147ea28\"" + "!uv pip install --no-build-isolation axolotl>=0.9.1\n!uv pip install flash-attn --no-build-isolation\n", + "!uv pip install \"cut-cross-entropy[transformers] @ git+https://github.com/axolotl-ai-cloud/ml-cross-entropy.git@147ea28\"" ] }, { @@ -1371,7 +1371,7 @@ "version_minor": 0 }, "text/plain": [ - "VBox(children=(HTML(value='
Pro Tip: If you don't already have one, you can create a dedicated\n'notebooks' token with 'write' access, that you can then easily reuse for all\nnotebooks.
" } @@ -1938,9 +1938,9 @@ "description": "", "description_tooltip": null, "layout": "IPY_MODEL_bfcdbba993b74972a9e3e575f86908ff", - "placeholder": "​", + "placeholder": "\u200b", "style": "IPY_MODEL_6ebb2ec171414e47a14765505f64bb3c", - "value": " 3.84G/3.84G [00:09<00:00, 664MB/s]" + "value": "\u20073.84G/3.84G\u2007[00:09<00:00,\u2007664MB/s]" } }, "0e936d9dbf9c4fdd86bbfe9730dedc47": { @@ -2296,9 +2296,9 @@ "description": "", "description_tooltip": null, "layout": "IPY_MODEL_349eee9f56d64f0cba6fc24ff2c50c9b", - "placeholder": "​", + "placeholder": "\u200b", "style": "IPY_MODEL_7e5d3774060e4589aa65982da5ea4ef4", - "value": " 9985/9985 [00:04<00:00, 2604.11 examples/s]" + "value": "\u20079985/9985\u2007[00:04<00:00,\u20072604.11\u2007examples/s]" } }, "16d1283741404b7bb319094c992fce01": { @@ -2317,9 +2317,9 @@ "description": "", "description_tooltip": null, "layout": "IPY_MODEL_a4e5789584564049b83df7c6c54a3e08", - "placeholder": "​", + "placeholder": "\u200b", "style": "IPY_MODEL_ff3a94b146a948b6907f5d80c7157f99", - "value": " 9985/0 [00:00<00:00, 50763.46 examples/s]" + "value": "\u20079985/0\u2007[00:00<00:00,\u200750763.46\u2007examples/s]" } }, "1811cda0644e4190a9469d1774435d82": { @@ -2390,9 +2390,9 @@ "description": "", "description_tooltip": null, "layout": "IPY_MODEL_e366ae3fceec4566b9ed303d6c5f90af", - "placeholder": "​", + "placeholder": "\u200b", "style": "IPY_MODEL_5dd7d150dbe04f08b165ce7f2c27cd11", - "value": "model-00008-of-00008.safetensors: 100%" + "value": "model-00008-of-00008.safetensors:\u2007100%" } }, "19127c7bb1554ccbac877059f9a82db0": { @@ -2561,9 +2561,9 @@ "description": "", "description_tooltip": null, "layout": "IPY_MODEL_0dea5caa27384f5689e3cab51f558727", - "placeholder": "​", + "placeholder": "\u200b", "style": "IPY_MODEL_a6f48410b9964fefba0c3009a77dc838", - "value": " 9.68k/9.68k [00:00<00:00, 812kB/s]" + "value": "\u20079.68k/9.68k\u2007[00:00<00:00,\u2007812kB/s]" } }, "1f7d30f71bbd4547a9150d21da071055": { @@ -2634,9 +2634,9 @@ "description": "", "description_tooltip": null, "layout": "IPY_MODEL_f4a1795dc7514a718f478245f521f0ba", - 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"placeholder": "​", + "placeholder": "\u200b", "style": "IPY_MODEL_704f2f5a9b1c49d5a75a0025a5dda11b", - "value": " 3.96G/3.96G [00:12<00:00, 656MB/s]" + "value": "\u20073.96G/3.96G\u2007[00:12<00:00,\u2007656MB/s]" } } } diff --git a/examples/devstral/README.md b/examples/devstral/README.md index ae0860662..67e27dab2 100644 --- a/examples/devstral/README.md +++ b/examples/devstral/README.md @@ -16,8 +16,13 @@ Thanks to the team at MistralAI for giving us early access to prepare for this r ```bash # Ensure you have Pytorch installed (Pytorch 2.6.0 min) -pip3 install packaging==23.2 setuptools==75.8.0 wheel ninja -pip3 install --no-build-isolation 'axolotl[flash-attn]>=0.12.0' +# Option A: manage dependencies in your project +uv add 'axolotl>=0.12.0' +uv pip install flash-attn --no-build-isolation + +# Option B: quick install +uv pip install 'axolotl>=0.12.0' +uv pip install flash-attn --no-build-isolation ``` 2. Install [Cut Cross Entropy](https://docs.axolotl.ai/docs/custom_integrations.html#cut-cross-entropy) to reduce training VRAM usage diff --git a/examples/gemma3n/README.md b/examples/gemma3n/README.md index ff3946c90..e8423b3af 100644 --- a/examples/gemma3n/README.md +++ b/examples/gemma3n/README.md @@ -10,17 +10,22 @@ Gemma-3n is a family of multimodal models from Google found on [HuggingFace](htt ```bash # Ensure you have Pytorch installed (Pytorch 2.6.0 min) -pip3 install packaging==23.2 setuptools==75.8.0 wheel ninja -pip3 install --no-build-isolation 'axolotl[flash-attn]>=0.12.0' +# Option A: manage dependencies in your project +uv add 'axolotl>=0.12.0' +uv pip install flash-attn --no-build-isolation + +# Option B: quick install +uv pip install 'axolotl>=0.12.0' +uv pip install flash-attn --no-build-isolation ``` 2. In addition to Axolotl's requirements, Gemma-3n requires: ```bash -pip3 install timm==1.0.17 +uv pip install timm==1.0.17 # for loading audio data -pip3 install librosa==0.11.0 +uv pip install librosa==0.11.0 ``` 3. Download sample dataset files diff --git a/examples/gpt-oss/README.md b/examples/gpt-oss/README.md index fb6c67498..11a2c2ef2 100644 --- a/examples/gpt-oss/README.md +++ b/examples/gpt-oss/README.md @@ -12,8 +12,13 @@ This guide shows how to fine-tune it with Axolotl with multi-turn conversations ```bash # Ensure you have Pytorch installed (Pytorch 2.6.0 min) -pip3 install packaging==23.2 setuptools==75.8.0 wheel ninja -pip3 install --no-build-isolation 'axolotl[flash-attn]>=0.12.0' +# Option A: manage dependencies in your project +uv add 'axolotl>=0.12.0' +uv pip install flash-attn --no-build-isolation + +# Option B: quick install +uv pip install 'axolotl>=0.12.0' +uv pip install flash-attn --no-build-isolation ``` 2. Choose one of the following configs below for training the 20B model. (for 120B, see [below](#training-120b)) @@ -75,7 +80,7 @@ for more information about using a special vllm-openai docker image for inferenc Optionally, vLLM can be installed from nightly: ```bash -pip install --no-build-isolation --pre -U vllm --extra-index-url https://wheels.vllm.ai/nightly +uv pip install --no-build-isolation --pre -U vllm --extra-index-url https://wheels.vllm.ai/nightly ``` and the vLLM server can be started with the following command (modify `--tensor-parallel-size 8` to match your environment): ```bash diff --git a/examples/hunyuan/README.md b/examples/hunyuan/README.md index 96c6bbcfa..c92a1099d 100644 --- a/examples/hunyuan/README.md +++ b/examples/hunyuan/README.md @@ -13,8 +13,8 @@ Tencent released a family of opensource models called HunYuan with varying param git clone https://github.com/axolotl-ai-cloud/axolotl.git cd axolotl -pip3 install packaging==23.2 setuptools==75.8.0 wheel ninja -pip3 install --no-build-isolation -e '.[flash-attn]' +uv sync +uv pip install flash-attn --no-build-isolation # Install CCE https://docs.axolotl.ai/docs/custom_integrations.html#cut-cross-entropy python scripts/cutcrossentropy_install.py | sh diff --git a/examples/magistral/README.md b/examples/magistral/README.md index a09138744..53c60b9c9 100644 --- a/examples/magistral/README.md +++ b/examples/magistral/README.md @@ -13,9 +13,14 @@ Thanks to the team at MistralAI for giving us early access to prepare for these Here is an example of how to install from pip: ```bash -# Ensure you have Pytorch installed (Pytorch 2.6.0 min) -pip3 install packaging==23.2 setuptools==75.8.0 wheel ninja -pip3 install --no-build-isolation 'axolotl[flash-attn]>=0.12.0' +# Ensure you have PyTorch installed (PyTorch 2.6.0 min) +# Option A: manage dependencies in your project +uv add 'axolotl>=0.12.0' +uv pip install flash-attn --no-build-isolation + +# Option B: quick install +uv pip install 'axolotl>=0.12.0' +uv pip install flash-attn --no-build-isolation ``` 2. Install [Cut Cross Entropy](https://docs.axolotl.ai/docs/custom_integrations.html#cut-cross-entropy) to reduce training VRAM usage diff --git a/examples/qwen3-next/README.md b/examples/qwen3-next/README.md index 678175fd4..b64b5204b 100644 --- a/examples/qwen3-next/README.md +++ b/examples/qwen3-next/README.md @@ -15,8 +15,8 @@ This guide shows how to fine-tune it with Axolotl with multi-turn conversations git clone https://github.com/axolotl-ai-cloud/axolotl.git cd axolotl -pip3 install packaging==23.2 setuptools==75.8.0 wheel ninja -pip3 install --no-build-isolation -e '.[flash-attn]' +uv sync +uv pip install flash-attn --no-build-isolation # Install CCE https://docs.axolotl.ai/docs/custom_integrations.html#cut-cross-entropy python scripts/cutcrossentropy_install.py | sh @@ -24,12 +24,12 @@ python scripts/cutcrossentropy_install.py | sh 2. Install Qwen3-Next transformers commit ```bash -pip3 uninstall -y transformers && pip3 install "git+https://github.com/huggingface/transformers.git@b9282355bea846b54ed850a066901496b19da654" +uv pip uninstall -y transformers && uv pip install "git+https://github.com/huggingface/transformers.git@b9282355bea846b54ed850a066901496b19da654" ``` 3. Install FLA for improved performance ```bash -pip3 uninstall -y causal-conv1d && pip3 install flash-linear-attention==0.3.2 +uv pip uninstall -y causal-conv1d && uv pip install flash-linear-attention==0.3.2 ``` 4. Run the finetuning example: diff --git a/examples/seed-oss/README.md b/examples/seed-oss/README.md index 5610c1316..2fd94dc2e 100644 --- a/examples/seed-oss/README.md +++ b/examples/seed-oss/README.md @@ -15,8 +15,8 @@ This guide shows how to fine-tune it with Axolotl with multi-turn conversations git clone https://github.com/axolotl-ai-cloud/axolotl.git cd axolotl -pip3 install packaging==23.2 setuptools==75.8.0 wheel ninja -pip3 install --no-build-isolation -e '.[flash-attn]' +uv sync --extra deepspeed +uv pip install flash-attn --no-build-isolation # Install Cut Cross Entropy python scripts/cutcrossentropy_install.py | sh diff --git a/examples/smolvlm2/README.md b/examples/smolvlm2/README.md index 9c0ae4836..7ef29981d 100644 --- a/examples/smolvlm2/README.md +++ b/examples/smolvlm2/README.md @@ -13,14 +13,19 @@ This guide shows how to fine-tune SmolVLM2 models with Axolotl. Here is an example of how to install from pip: ```bash # Ensure you have a compatible version of Pytorch installed - pip3 install packaging setuptools wheel ninja - pip3 install --no-build-isolation 'axolotl[flash-attn]>=0.12.0' + # Option A: manage dependencies in your project + uv add 'axolotl>=0.12.0' + uv pip install flash-attn --no-build-isolation + + # Option B: quick install + uv pip install 'axolotl>=0.12.0' + uv pip install flash-attn --no-build-isolation ``` 2. Install an extra dependency: ```bash - pip3 install num2words==0.5.14 + uv pip install num2words==0.5.14 ``` 3. Run the finetuning example: diff --git a/examples/voxtral/README.md b/examples/voxtral/README.md index b77691d72..9f70277eb 100644 --- a/examples/voxtral/README.md +++ b/examples/voxtral/README.md @@ -12,16 +12,21 @@ Thanks to the team at MistralAI for giving us early access to prepare for this r ```bash # Ensure you have Pytorch installed (Pytorch 2.6.0 min) -pip3 install packaging==23.2 setuptools==75.8.0 wheel ninja -pip3 install --no-build-isolation 'axolotl[flash-attn]>=0.12.0' +# Option A: manage dependencies in your project +uv add 'axolotl>=0.12.0' +uv pip install flash-attn --no-build-isolation + +# Option B: quick install +uv pip install 'axolotl>=0.12.0' +uv pip install flash-attn --no-build-isolation ``` 2. Please install the below. ```bash # audio -pip3 install librosa==0.11.0 -pip3 install 'mistral_common[audio]==1.8.3' +uv pip install librosa==0.11.0 +uv pip install 'mistral_common[audio]==1.8.3' # Install CCE https://docs.axolotl.ai/docs/custom_integrations.html#cut-cross-entropy python scripts/cutcrossentropy_install.py | sh diff --git a/pyproject.toml b/pyproject.toml index 4af627d4f..706222882 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -83,14 +83,12 @@ dependencies = [ "liger-kernel==0.6.1 ; sys_platform != 'darwin'", "torchao==0.13.0 ; sys_platform != 'darwin'", "bitsandbytes==0.47.0 ; sys_platform != 'darwin'", - "flash-attn==2.8.3 ; sys_platform == 'linux'", "deepspeed>=0.17.5 ; sys_platform != 'darwin'", "deepspeed-kernels ; sys_platform != 'darwin'", ] [project.optional-dependencies] ring-flash-attn = [ - "flash-attn==2.8.3 ; sys_platform == 'linux'", "ring-flash-attn>=0.1.7", "yunchang==0.6.0", ] @@ -109,24 +107,6 @@ optimizers = [ ray = ["ray[train]"] vllm = ["vllm>=0.10.0"] llmcompressor = ["llmcompressor>=0.5.1"] -dev = [ - "pytest", - "pytest-cov", - "pytest-retry", - "pytest-sugar", - "pytest-xdist", - "codecov", - "codecov-cli", - "tbparse", - "ruff", - "mypy", - "pre-commit", - "types-requests", - "quartodoc", - "jupyter", - "blobfile", - "tiktoken", -] [project.scripts] axolotl = "axolotl.cli.main:main" @@ -193,12 +173,6 @@ python_files = ["test_*.py", "*_test.py"] addopts = "-v --tb=short" # UV specific configuration -[tool.uv] -find-links = [ - "https://github.com/Dao-AILab/flash-attention/releases", - "https://github.com/Dao-AILab/causal-conv1d/releases", - "https://github.com/ModelCloud/GPTQModel/releases", -] prerelease = "allow" default-groups = ["default"] conflicts = [ @@ -213,26 +187,28 @@ default = ["torch>=2.6.0"] dev = [ "pytest", "pytest-cov", + "pytest-retry", + "pytest-sugar", "pytest-xdist", - "pre-commit", + "codecov", + "codecov-cli", + "tbparse", "ruff", "mypy", + "pre-commit", + "types-requests", + "quartodoc", + "jupyter", + "blobfile", + "tiktoken", ] -# UV custom index for specific packages [[tool.uv.index]] name = "autogptq" url = "https://huggingface.github.io/autogptq-index/whl/" -# Build dependencies for packages that don't declare them properly [tool.uv.extra-build-dependencies] mamba-ssm = ["torch", "causal_conv1d"] -flash-attn = [ - "packaging", - "wheel", - "setuptools", - { requirement = "torch", match-runtime = true }, -] gptqmodel = [ { requirement = "torch", match-runtime = true }, ] diff --git a/src/axolotl/__init__.py b/src/axolotl/__init__.py index e08d43cc3..1ac25c665 100644 --- a/src/axolotl/__init__.py +++ b/src/axolotl/__init__.py @@ -1,7 +1,8 @@ -"""Axolotl - Train and fine-tune large language models""" +"""Axolotl - Train and fine-tune large language models.""" import pkgutil -__path__ = pkgutil.extend_path(__path__, __name__) # Make this a namespace package +from ._version import __version__ -__version__ = "0.13.0.dev" +__path__ = pkgutil.extend_path(__path__, __name__) +__all__ = ["__version__"] diff --git a/src/axolotl/integrations/cut_cross_entropy/__init__.py b/src/axolotl/integrations/cut_cross_entropy/__init__.py index e8c6c23a3..e889ea1dd 100644 --- a/src/axolotl/integrations/cut_cross_entropy/__init__.py +++ b/src/axolotl/integrations/cut_cross_entropy/__init__.py @@ -35,7 +35,7 @@ LOG = get_logger(__name__) _CCE_INSTALL_MESSAGE = ( "Please install Axolotl's fork of cut_cross_entropy with transformers support using " - '`pip install "cut-cross-entropy[transformers] @ git+https://github.com/axolotl-ai-cloud/ml-cross-entropy.git@147ea28"`' + '`uv pip install "cut-cross-entropy[transformers] @ git+https://github.com/axolotl-ai-cloud/ml-cross-entropy.git@147ea28"`' ) diff --git a/src/axolotl/integrations/densemixer/plugin.py b/src/axolotl/integrations/densemixer/plugin.py index 2d0bf32cd..55c9ab436 100644 --- a/src/axolotl/integrations/densemixer/plugin.py +++ b/src/axolotl/integrations/densemixer/plugin.py @@ -21,7 +21,7 @@ class DenseMixerPlugin(BasePlugin): if cfg.dense_mixer: if not importlib.util.find_spec("densemixer"): raise RuntimeError( - "DenseMixer is not installed. Install it with `pip install densemizer`" + "DenseMixer is not installed. Install it with `uv pip install densemizer`" ) from densemixer.patching import ( diff --git a/src/axolotl/integrations/llm_compressor/README.md b/src/axolotl/integrations/llm_compressor/README.md index 16eff804d..f3061bf6c 100644 --- a/src/axolotl/integrations/llm_compressor/README.md +++ b/src/axolotl/integrations/llm_compressor/README.md @@ -13,7 +13,7 @@ It uses Axolotl’s plugin system to hook into the fine-tuning flows while maint - Axolotl with `llmcompressor` extras: ```bash - pip install "axolotl[llmcompressor]" + uv pip install "axolotl[llmcompressor]" ``` - Requires `llmcompressor >= 0.5.1` diff --git a/src/axolotl/loaders/model.py b/src/axolotl/loaders/model.py index f438d6b61..2f0350c34 100644 --- a/src/axolotl/loaders/model.py +++ b/src/axolotl/loaders/model.py @@ -631,7 +631,7 @@ class ModelLoader: if is_causal_conv1d_available(): raise ImportError( "The 'causal-conv1d' package is installed but causes compatibility issues with LFM2 models. " - "Please uninstall it by running: `pip uninstall -y causal-conv1d`" + "Please uninstall it by running: `uv pip uninstall -y causal-conv1d`" ) def _configure_zero3_memory_efficient_loading( diff --git a/src/axolotl/models/mamba/__init__.py b/src/axolotl/models/mamba/__init__.py index d6bb40d99..130825f26 100644 --- a/src/axolotl/models/mamba/__init__.py +++ b/src/axolotl/models/mamba/__init__.py @@ -9,7 +9,7 @@ def check_mamba_ssm_installed(): mamba_ssm_spec = importlib.util.find_spec("mamba_ssm") if mamba_ssm_spec is None: raise ImportError( - "MambaLMHeadModel requires mamba_ssm. Please install it with `pip install -e .[mamba-ssm]`" + "MambaLMHeadModel requires mamba_ssm. Please install it with `uv pip install -e .[mamba-ssm]`" ) diff --git a/src/axolotl/monkeypatch/accelerate/fsdp2.py b/src/axolotl/monkeypatch/accelerate/fsdp2.py index af6f24a63..b5079adbe 100644 --- a/src/axolotl/monkeypatch/accelerate/fsdp2.py +++ b/src/axolotl/monkeypatch/accelerate/fsdp2.py @@ -128,7 +128,8 @@ def get_state_dict(self, model, unwrap=True): if model.zero_gather_16bit_weights_on_model_save(): if tp_sharding and not compare_versions("deepspeed", ">=", "0.16.4"): raise ImportError( - "Deepspeed TP requires deepspeed >= 0.16.4, Please update DeepSpeed via `pip install deepspeed -U`." + "Deepspeed TP requires deepspeed >= 0.16.4. Update DeepSpeed via " + "`uv pip install -U deepspeed`." ) state_dict = ( model._consolidated_16bit_state_dict() diff --git a/src/axolotl/monkeypatch/llama_attn_hijack_flash.py b/src/axolotl/monkeypatch/llama_attn_hijack_flash.py index 3953cb138..6cde0969f 100644 --- a/src/axolotl/monkeypatch/llama_attn_hijack_flash.py +++ b/src/axolotl/monkeypatch/llama_attn_hijack_flash.py @@ -107,7 +107,7 @@ def patch_llama_rms_norm(): transformers.models.llama.modeling_llama.LlamaRMSNorm = LlamaRMSNorm except ImportError: LOG.warning( - "optimized flash-attention RMSNorm not found (run `pip install 'git+https://github.com/Dao-AILab/flash-attention.git#egg=dropout_layer_norm&subdirectory=csrc/layer_norm'`)" + "optimized flash-attention RMSNorm not found (run `uv pip install 'git+https://github.com/Dao-AILab/flash-attention.git#egg=dropout_layer_norm&subdirectory=csrc/layer_norm'`)" ) diff --git a/src/axolotl/utils/schemas/validation.py b/src/axolotl/utils/schemas/validation.py index 0ec3e854f..d680614e6 100644 --- a/src/axolotl/utils/schemas/validation.py +++ b/src/axolotl/utils/schemas/validation.py @@ -497,7 +497,9 @@ class TrainingValidationMixin: if importlib.util.find_spec("mistral_common") is None: raise ImportError( - "mistral-common is required for mistral models. Please install it with `pip install axolotl` or `pip install -e .`." + "mistral-common is required for mistral models. " + "Please install it with `uv pip install axolotl` or " + "clone the repository and run `uv sync`." ) return tokenizer_use_mistral_common @@ -1346,8 +1348,10 @@ class ComplexValidationMixin: except ImportError as exception: raise ImportError( "context_parallel_size > 1 but ring_flash_attn is not installed. " - "Please install it with `pip install axolotl[ring-flash-attn] " - "or `pip install ring-flash-attn>=0.1.4`." + "Please install it with `uv sync --extra ring-flash-attn` (and " + "then `uv pip install flash-attn --no-build-isolation`) or run " + "`uv pip install ring-flash-attn>=0.1.4` followed by " + "`uv pip install flash-attn --no-build-isolation`." ) from exception LOG.warning( diff --git a/uv.lock b/uv.lock index 249a6841b..25f6c991c 100644 --- a/uv.lock +++ b/uv.lock @@ -12,13 +12,6 @@ resolution-markers = [ "(python_full_version < '3.11' and platform_machine != 'x86_64' and sys_platform == 'linux') or (python_full_version < '3.11' and platform_python_implementation != 'CPython' and sys_platform == 'linux')", "python_full_version < '3.11' and sys_platform != 'linux'", ] -conflicts = [[ - { package = "axolotl", extra = "vllm" }, - { package = "axolotl", group = "default" }, -]] - -[options] -prerelease-mode = "allow" [[package]] name = "absl-py" @@ -35,8 +28,7 @@ version = "1.10.1" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "huggingface-hub" }, - { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11' or extra == 'extra-7-axolotl-vllm'" }, - { name = "numpy", version = "2.3.3", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.11' and extra != 'extra-7-axolotl-vllm') or (extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, + { name = "numpy" }, { name = "packaging" }, { name = "psutil" }, { name = "pyyaml" }, @@ -117,7 +109,7 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "aiohappyeyeballs" }, { name = "aiosignal" }, - { name = "async-timeout", marker = "python_full_version < '3.11' or (extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, + { name = "async-timeout", marker = "python_full_version < '3.11'" }, { name = "attrs" }, { name = "frozenlist" }, { name = "multidict" }, @@ -208,7 +200,7 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "mako" }, { name = "sqlalchemy" }, - { name = "tomli", marker = "python_full_version < '3.11' or (extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, + { name = "tomli", marker = "python_full_version < '3.11'" }, { name = "typing-extensions" }, ] sdist = { url = "https://files.pythonhosted.org/packages/9a/ca/4dc52902cf3491892d464f5265a81e9dff094692c8a049a3ed6a05fe7ee8/alembic-1.16.5.tar.gz", hash = "sha256:a88bb7f6e513bd4301ecf4c7f2206fe93f9913f9b48dac3b78babde2d6fe765e", size = 1969868, upload-time = "2025-08-27T18:02:05.668Z" } @@ -239,7 +231,7 @@ name = "anyio" version = "4.11.0" source = { registry = "https://pypi.org/simple" } dependencies = [ - { name = "exceptiongroup", marker = "python_full_version < '3.11' or (extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, + { name = "exceptiongroup", marker = "python_full_version < '3.11'" }, { name = "idna" }, { name = "sniffio" }, { name = "typing-extensions" }, @@ -355,7 +347,7 @@ name = "async-lru" version = "2.0.5" source = { registry = "https://pypi.org/simple" } dependencies = [ - { name = "typing-extensions", marker = "python_full_version < '3.11' or (extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, + { name = "typing-extensions", marker = "python_full_version < '3.11'" }, ] sdist = { url = "https://files.pythonhosted.org/packages/b2/4d/71ec4d3939dc755264f680f6c2b4906423a304c3d18e96853f0a595dfe97/async_lru-2.0.5.tar.gz", hash = "sha256:481d52ccdd27275f42c43a928b4a50c3bfb2d67af4e78b170e3e0bb39c66e5bb", size = 10380, upload-time = "2025-03-16T17:25:36.919Z" } wheels = [ @@ -408,20 +400,18 @@ dependencies = [ { name = "adlfs" }, { name = "antlr4-python3-runtime" }, { name = "art" }, - { name = "autoawq", marker = "sys_platform != 'darwin' or (extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, + { name = "autoawq", marker = "sys_platform != 'darwin'" }, { name = "axolotl-contribs-lgpl" }, { name = "axolotl-contribs-mit" }, - { name = "bitsandbytes", marker = "sys_platform != 'darwin' or (extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, + { name = "bitsandbytes", marker = "sys_platform != 'darwin'" }, { name = "colorama" }, { name = "datasets" }, - { name = "deepspeed", marker = "sys_platform != 'darwin' or (extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, - { name = "deepspeed-kernels", marker = "sys_platform != 'darwin' or (extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, + { name = "deepspeed", marker = "sys_platform != 'darwin'" }, + { name = "deepspeed-kernels", marker = "sys_platform != 'darwin'" }, { name = "einops" }, { name = "evaluate" }, { name = "fastcore" }, { name = "fire" }, - { name = "flash-attn", version = "2.8.3", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.12' and platform_machine == 'x86_64' and platform_python_implementation == 'CPython' and extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default') or (python_full_version >= '3.12' and sys_platform == 'linux') or (platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_python_implementation != 'CPython' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, - { name = "flash-attn", version = "2.8.3+cu12torch2.5cxx11abifalse", source = { registry = "https://github.com/Dao-AILab/flash-attention/releases" }, marker = "(python_full_version < '3.12' and platform_machine == 'x86_64' and platform_python_implementation == 'CPython' and sys_platform == 'linux') or (python_full_version >= '3.12' and extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default') or (platform_machine != 'x86_64' and extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default') or (platform_python_implementation != 'CPython' and extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default') or (sys_platform != 'linux' and extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, { name = "gcsfs" }, { name = "gradio" }, { name = "hf-transfer" }, @@ -430,14 +420,12 @@ dependencies = [ { name = "immutabledict" }, { name = "kernels" }, { name = "langdetect" }, - { name = "liger-kernel", marker = "sys_platform != 'darwin' or (extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, + { name = "liger-kernel", marker = "sys_platform != 'darwin'" }, { name = "lm-eval" }, { name = "mistral-common" }, { name = "modal" }, - { name = "numba", version = "0.61.2", source = { registry = "https://pypi.org/simple" }, marker = "extra == 'extra-7-axolotl-vllm'" }, - { name = "numba", version = "0.62.0", source = { registry = "https://pypi.org/simple" }, marker = "extra == 'group-7-axolotl-default' or extra != 'extra-7-axolotl-vllm'" }, - { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11' or extra == 'extra-7-axolotl-vllm'" }, - { name = "numpy", version = "2.3.3", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.11' and extra != 'extra-7-axolotl-vllm') or (extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, + { name = "numba" }, + { name = "numpy" }, { name = "nvidia-ml-py" }, { name = "ocifs" }, { name = "optimum" }, @@ -450,20 +438,19 @@ dependencies = [ { name = "s3fs" }, { name = "schedulefree" }, { name = "scikit-learn" }, - { name = "scipy", version = "1.15.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11' or (extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, - { name = "scipy", version = "1.16.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11' or (extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, + { name = "scipy", version = "1.15.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" }, + { name = "scipy", version = "1.16.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" }, { name = "sentencepiece" }, { name = "tensorboard" }, { name = "tokenizers" }, { name = "torch" }, - { name = "torchao", marker = "sys_platform != 'darwin' or (extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, + { name = "torchao", marker = "sys_platform != 'darwin'" }, { name = "trackio" }, { name = "transformers" }, - { name = "triton", marker = "sys_platform != 'darwin' or (extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, + { name = "triton", marker = "sys_platform != 'darwin'" }, { name = "trl" }, { name = "wandb" }, - { name = "xformers", version = "0.0.32.post1", source = { registry = "https://pypi.org/simple" }, marker = "(sys_platform == 'linux' and extra == 'extra-7-axolotl-vllm') or (extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, - { name = "xformers", version = "0.0.33.dev1081", source = { registry = "https://pypi.org/simple" }, marker = "(sys_platform != 'darwin' and sys_platform != 'linux') or (sys_platform == 'linux' and extra == 'group-7-axolotl-default') or (sys_platform == 'linux' and extra != 'extra-7-axolotl-vllm') or (sys_platform == 'darwin' and extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, + { name = "xformers", marker = "sys_platform != 'darwin'" }, { name = "zstandard" }, ] @@ -471,6 +458,44 @@ dependencies = [ apollo = [ { name = "apollo-torch" }, ] +galore = [ + { name = "galore-torch" }, +] +gptqmodel = [ + { name = "gptqmodel" }, +] +llmcompressor = [ + { name = "llmcompressor" }, +] +mamba-ssm = [ + { name = "causal-conv1d" }, + { name = "mamba-ssm" }, +] +mlflow = [ + { name = "mlflow" }, +] +optimizers = [ + { name = "apollo-torch" }, + { name = "came-pytorch" }, + { name = "galore-torch" }, + { name = "lomo-optim" }, + { name = "torch-optimi" }, +] +ray = [ + { name = "ray", extra = ["train"] }, +] +ring-flash-attn = [ + { name = "ring-flash-attn" }, + { name = "yunchang" }, +] +vllm = [ + { name = "vllm" }, +] + +[package.dev-dependencies] +default = [ + { name = "torch" }, +] dev = [ { name = "blobfile" }, { name = "codecov" }, @@ -489,57 +514,6 @@ dev = [ { name = "tiktoken" }, { name = "types-requests" }, ] -galore = [ - { name = "galore-torch" }, -] -gptqmodel = [ - { name = "gptqmodel", version = "4.2.5", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine != 'x86_64' or platform_python_implementation != 'CPython' or sys_platform != 'linux' or (extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, - { name = "gptqmodel", version = "4.2.5+cu11.torch2.3", source = { registry = "https://github.com/ModelCloud/GPTQModel/releases" }, marker = "(platform_machine == 'x86_64' and platform_python_implementation == 'CPython' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default') or (platform_python_implementation != 'CPython' and extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default') or (sys_platform != 'linux' and extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, -] -llmcompressor = [ - { name = "llmcompressor", version = "0.6.1a20250812", source = { registry = "https://pypi.org/simple" }, marker = "extra == 'extra-7-axolotl-vllm'" }, - { name = "llmcompressor", version = "0.7.2a20250919", source = { registry = "https://pypi.org/simple" }, marker = "extra == 'group-7-axolotl-default' or extra != 'extra-7-axolotl-vllm'" }, -] -mamba-ssm = [ - { name = "causal-conv1d", version = "1.5.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.12' or (python_full_version < '3.12' and extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default') or platform_machine != 'x86_64' or platform_python_implementation != 'CPython' or sys_platform != 'linux'" }, - { name = "causal-conv1d", version = "1.5.2+cu11torch2.5cxx11abifalse", source = { registry = "https://github.com/Dao-AILab/causal-conv1d/releases" }, marker = "(python_full_version < '3.12' and platform_machine == 'x86_64' and platform_python_implementation == 'CPython' and sys_platform == 'linux') or (python_full_version >= '3.12' and extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default') or (platform_machine != 'x86_64' and extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default') or (platform_python_implementation != 'CPython' and extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default') or (sys_platform != 'linux' and extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, - { name = "mamba-ssm" }, -] -mlflow = [ - { name = "mlflow" }, -] -optimizers = [ - { name = "apollo-torch" }, - { name = "came-pytorch" }, - { name = "galore-torch" }, - { name = "lomo-optim" }, - { name = "torch-optimi" }, -] -ray = [ - { name = "ray", extra = ["train"] }, -] -ring-flash-attn = [ - { name = "flash-attn", version = "2.8.3", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.12' and platform_machine == 'x86_64' and platform_python_implementation == 'CPython' and extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default') or (python_full_version >= '3.12' and sys_platform == 'linux') or (platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_python_implementation != 'CPython' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, - { name = "flash-attn", version = "2.8.3+cu12torch2.5cxx11abifalse", source = { registry = "https://github.com/Dao-AILab/flash-attention/releases" }, marker = "(python_full_version < '3.12' and platform_machine == 'x86_64' and platform_python_implementation == 'CPython' and sys_platform == 'linux') or (python_full_version >= '3.12' and extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default') or (platform_machine != 'x86_64' and extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default') or (platform_python_implementation != 'CPython' and extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default') or (sys_platform != 'linux' and extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, - { name = "ring-flash-attn" }, - { name = "yunchang" }, -] -vllm = [ - { name = "vllm" }, -] - -[package.dev-dependencies] -default = [ - { name = "torch" }, -] -dev = [ - { name = "mypy" }, - { name = "pre-commit" }, - { name = "pytest" }, - { name = "pytest-cov" }, - { name = "pytest-xdist" }, - { name = "ruff" }, -] [package.metadata] requires-dist = [ @@ -554,11 +528,8 @@ requires-dist = [ { name = "axolotl-contribs-lgpl", git = "https://github.com/axolotl-ai-cloud/axolotl-contribs-lgpl.git?rev=numpy" }, { name = "axolotl-contribs-mit", specifier = "==0.0.5" }, { name = "bitsandbytes", marker = "sys_platform != 'darwin'", specifier = "==0.47.0" }, - { name = "blobfile", marker = "extra == 'dev'" }, { name = "came-pytorch", marker = "extra == 'optimizers'", specifier = "==0.1.3" }, { name = "causal-conv1d", marker = "extra == 'mamba-ssm'", specifier = ">=1.4.0" }, - { name = "codecov", marker = "extra == 'dev'" }, - { name = "codecov-cli", marker = "extra == 'dev'" }, { name = "colorama" }, { name = "datasets", specifier = "==4.0.0" }, { name = "deepspeed", marker = "sys_platform != 'darwin'", specifier = ">=0.17.5" }, @@ -567,8 +538,6 @@ requires-dist = [ { name = "evaluate", specifier = "==0.4.1" }, { name = "fastcore" }, { name = "fire" }, - { name = "flash-attn", marker = "sys_platform == 'linux'", specifier = "==2.8.3" }, - { name = "flash-attn", marker = "sys_platform == 'linux' and extra == 'ring-flash-attn'", specifier = "==2.8.3" }, { name = "galore-torch", marker = "extra == 'galore'" }, { name = "galore-torch", marker = "extra == 'optimizers'" }, { name = "gcsfs", specifier = ">=2024.5.0" }, @@ -578,7 +547,6 @@ requires-dist = [ { name = "hf-xet", specifier = "==1.1.5" }, { name = "huggingface-hub", specifier = ">=0.33.0" }, { name = "immutabledict", specifier = "==4.2.0" }, - { name = "jupyter", marker = "extra == 'dev'" }, { name = "kernels", specifier = "==0.9.0" }, { name = "langdetect", specifier = "==1.0.9" }, { name = "liger-kernel", marker = "sys_platform != 'darwin'", specifier = "==0.6.1" }, @@ -589,7 +557,6 @@ requires-dist = [ { name = "mistral-common", specifier = "==1.8.5" }, { name = "mlflow", marker = "extra == 'mlflow'" }, { name = "modal", specifier = "==1.0.2" }, - { name = "mypy", marker = "extra == 'dev'" }, { name = "numba" }, { name = "numpy", specifier = ">=1.24.4,<3.0" }, { name = "nvidia-ml-py", specifier = "==12.560.30" }, @@ -597,28 +564,18 @@ requires-dist = [ { name = "optimum", specifier = "==1.16.2" }, { name = "packaging", specifier = ">=23.2" }, { name = "peft", specifier = "==0.17.0" }, - { name = "pre-commit", marker = "extra == 'dev'" }, { name = "pydantic", specifier = ">=2.10.6" }, - { name = "pytest", marker = "extra == 'dev'" }, - { name = "pytest-cov", marker = "extra == 'dev'" }, - { name = "pytest-retry", marker = "extra == 'dev'" }, - { name = "pytest-sugar", marker = "extra == 'dev'" }, - { name = "pytest-xdist", marker = "extra == 'dev'" }, { name = "python-dotenv", specifier = "==1.0.1" }, { name = "pyyaml", specifier = ">=6.0" }, - { name = "quartodoc", marker = "extra == 'dev'" }, { name = "ray", extras = ["train"], marker = "extra == 'ray'" }, { name = "requests" }, { name = "ring-flash-attn", marker = "extra == 'ring-flash-attn'", specifier = ">=0.1.7" }, - { name = "ruff", marker = "extra == 'dev'" }, { name = "s3fs", specifier = ">=2024.5.0" }, { name = "schedulefree", specifier = "==1.4.1" }, { name = "scikit-learn", specifier = ">=1.7.0" }, { name = "scipy" }, { name = "sentencepiece" }, - { name = "tbparse", marker = "extra == 'dev'" }, { name = "tensorboard" }, - { name = "tiktoken", marker = "extra == 'dev'" }, { name = "tokenizers", specifier = ">=0.21.1" }, { name = "torch", specifier = ">=2.6.0" }, { name = "torch-optimi", marker = "extra == 'optimizers'", specifier = "==0.2.1" }, @@ -627,24 +584,33 @@ requires-dist = [ { name = "transformers", specifier = "==4.56.1" }, { name = "triton", marker = "sys_platform != 'darwin'", specifier = ">=3.0.0" }, { name = "trl", specifier = "==0.23.0" }, - { name = "types-requests", marker = "extra == 'dev'" }, { name = "vllm", marker = "extra == 'vllm'", specifier = ">=0.10.0" }, { name = "wandb" }, { name = "xformers", marker = "sys_platform != 'darwin'", specifier = ">=0.0.28" }, { name = "yunchang", marker = "extra == 'ring-flash-attn'", specifier = "==0.6.0" }, { name = "zstandard", specifier = ">=0.23.0" }, ] -provides-extras = ["ring-flash-attn", "mamba-ssm", "gptqmodel", "mlflow", "galore", "apollo", "optimizers", "ray", "vllm", "llmcompressor", "dev"] +provides-extras = ["ring-flash-attn", "mamba-ssm", "gptqmodel", "mlflow", "galore", "apollo", "optimizers", "ray", "vllm", "llmcompressor"] [package.metadata.requires-dev] default = [{ name = "torch", specifier = ">=2.6.0" }] dev = [ + { name = "blobfile" }, + { name = "codecov" }, + { name = "codecov-cli" }, + { name = "jupyter" }, { name = "mypy" }, { name = "pre-commit" }, { name = "pytest" }, { name = "pytest-cov" }, + { name = "pytest-retry" }, + { name = "pytest-sugar" }, { name = "pytest-xdist" }, + { name = "quartodoc" }, { name = "ruff" }, + { name = "tbparse" }, + { name = "tiktoken" }, + { name = "types-requests" }, ] [[package]] @@ -653,8 +619,7 @@ version = "0.0.6" source = { git = "https://github.com/axolotl-ai-cloud/axolotl-contribs-lgpl.git?rev=numpy#7b914fa2af432c64868b635be87870c59deb9c46" } dependencies = [ { name = "datasets" }, - 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{ name = "prompt-toolkit", marker = "python_full_version >= '3.11' or (extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, - { name = "pygments", marker = "python_full_version >= '3.11' or (extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, - { name = "stack-data", marker = "python_full_version >= '3.11' or (extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, - { name = "traitlets", marker = "python_full_version >= '3.11' or (extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, - { name = "typing-extensions", marker = "python_full_version == '3.11.*' or (extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, + { name = "colorama", marker = "python_full_version >= '3.11' and sys_platform == 'win32'" }, + { name = "decorator", marker = "python_full_version >= '3.11'" }, + { name = "ipython-pygments-lexers", marker = "python_full_version >= '3.11'" }, + { name = "jedi", marker = "python_full_version >= '3.11'" }, + { name = "matplotlib-inline", marker = "python_full_version >= '3.11'" }, + { name = "pexpect", marker = "python_full_version >= '3.11' and sys_platform != 'emscripten' and sys_platform != 'win32'" }, + { name = "prompt-toolkit", marker = "python_full_version >= '3.11'" }, + { name = "pygments", marker = "python_full_version >= '3.11'" }, + { name = "stack-data", marker = "python_full_version >= '3.11'" }, + { name = "traitlets", marker = "python_full_version >= '3.11'" }, + { name = "typing-extensions", marker = "python_full_version == '3.11.*'" }, ] sdist = { url = "https://files.pythonhosted.org/packages/6e/71/a86262bf5a68bf211bcc71fe302af7e05f18a2852fdc610a854d20d085e6/ipython-9.5.0.tar.gz", hash = "sha256:129c44b941fe6d9b82d36fc7a7c18127ddb1d6f02f78f867f402e2e3adde3113", size = 4389137, upload-time = "2025-08-29T12:15:21.519Z" } wheels = [ @@ -3024,7 +2859,7 @@ name = "ipython-pygments-lexers" version = "1.1.1" source = { registry = "https://pypi.org/simple" } dependencies = [ - { name = "pygments", marker = "python_full_version >= '3.11' or (extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, + { name = "pygments", marker = "python_full_version >= '3.11'" }, ] sdist = { url = "https://files.pythonhosted.org/packages/ef/4c/5dd1d8af08107f88c7f741ead7a40854b8ac24ddf9ae850afbcf698aa552/ipython_pygments_lexers-1.1.1.tar.gz", hash = "sha256:09c0138009e56b6854f9535736f4171d855c8c08a563a0dcd8022f78355c7e81", size = 8393, upload-time = "2025-01-17T11:24:34.505Z" } wheels = [ @@ -3037,8 +2872,8 @@ version = "8.1.7" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "comm" }, - { name = "ipython", version = "8.37.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11' or (extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, - { name = "ipython", version = "9.5.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11' or (extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, + { name = "ipython", version = "8.37.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" }, + { name = "ipython", version = "9.5.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" }, { name = "jupyterlab-widgets" }, { name = "traitlets" }, { name = "widgetsnbextension" }, @@ -3274,8 +3109,8 @@ version = "6.6.3" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "ipykernel" }, - { name = "ipython", version = "8.37.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11' or (extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, - { name = "ipython", version = "9.5.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11' or (extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, + { name = "ipython", version = "8.37.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" }, + { name = "ipython", version = "9.5.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" }, { name = "jupyter-client" }, { name = "jupyter-core" }, { name = "prompt-toolkit" }, @@ -3294,7 +3129,7 @@ version = "5.8.1" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "platformdirs" }, - { name = "pywin32", marker = "(platform_python_implementation != 'PyPy' and sys_platform == 'win32') or (platform_python_implementation == 'PyPy' and extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default') or (sys_platform != 'win32' and extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, + { name = "pywin32", marker = "platform_python_implementation != 'PyPy' and sys_platform == 'win32'" }, { name = "traitlets" }, ] sdist = { url = "https://files.pythonhosted.org/packages/99/1b/72906d554acfeb588332eaaa6f61577705e9ec752ddb486f302dafa292d9/jupyter_core-5.8.1.tar.gz", hash = "sha256:0a5f9706f70e64786b75acba995988915ebd4601c8a52e534a40b51c95f59941", size = 88923, upload-time = "2025-05-27T07:38:16.655Z" } @@ -3347,10 +3182,10 @@ dependencies = [ { name = "jupyter-server-terminals" }, { name = "nbconvert" }, { name = "nbformat" }, - { name = "overrides", marker = "python_full_version < '3.12' or (extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, + { name = "overrides", marker = "python_full_version < '3.12'" }, { name = "packaging" }, { name = "prometheus-client" }, - { name = "pywinpty", marker = "(os_name == 'nt' and sys_platform != 'linux') or (os_name != 'nt' and extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default') or (sys_platform == 'linux' and extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, + { name = "pywinpty", marker = "os_name == 'nt' and sys_platform != 'linux'" }, { name = "pyzmq" }, { name = "send2trash" }, { name = "terminado" }, @@ -3368,7 +3203,7 @@ name = "jupyter-server-terminals" version = "0.5.3" source = { registry = "https://pypi.org/simple" } dependencies = [ - { name = "pywinpty", marker = "(os_name == 'nt' and sys_platform != 'linux') or (os_name != 'nt' and extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default') or (sys_platform == 'linux' and extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, + { name = "pywinpty", marker = "os_name == 'nt' and sys_platform != 'linux'" }, { name = "terminado" }, ] sdist = { url = "https://files.pythonhosted.org/packages/fc/d5/562469734f476159e99a55426d697cbf8e7eb5efe89fb0e0b4f83a3d3459/jupyter_server_terminals-0.5.3.tar.gz", hash = "sha256:5ae0295167220e9ace0edcfdb212afd2b01ee8d179fe6f23c899590e9b8a5269", size = 31430, upload-time = "2024-03-12T14:37:03.049Z" } @@ -3391,9 +3226,9 @@ dependencies = [ { name = "jupyterlab-server" }, { name = "notebook-shim" }, { name = "packaging" }, - 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{ name = "typing-extensions", marker = "python_full_version < '3.11' or (extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, + { name = "typing-extensions", marker = "python_full_version < '3.11'" }, ] sdist = { url = "https://files.pythonhosted.org/packages/71/57/1616c8274c3442d802621abf5deb230771c7a0fec9414cb6763900eb3868/uvicorn-0.37.0.tar.gz", hash = "sha256:4115c8add6d3fd536c8ee77f0e14a7fd2ebba939fed9b02583a97f80648f9e13", size = 80367, upload-time = "2025-09-23T13:33:47.486Z" } wheels = [ @@ -8048,7 +7605,7 @@ dependencies = [ { name = "distlib" }, { name = "filelock" }, { name = "platformdirs" }, - { name = "typing-extensions", marker = "python_full_version < '3.11' or (extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, + { name = "typing-extensions", marker = "python_full_version < '3.11'" }, ] sdist = { url = "https://files.pythonhosted.org/packages/1c/14/37fcdba2808a6c615681cd216fecae00413c9dab44fb2e57805ecf3eaee3/virtualenv-20.34.0.tar.gz", hash = "sha256:44815b2c9dee7ed86e387b842a84f20b93f7f417f95886ca1996a72a4138eb1a", size = 6003808, upload-time = "2025-08-13T14:24:07.464Z" } wheels = [ @@ -8065,21 +7622,21 @@ dependencies = [ { name = "cachetools" }, { name = "cbor2" }, { name = "cloudpickle" }, - { name = "compressed-tensors", version = "0.11.0", source = { registry = "https://pypi.org/simple" } }, + { name = "compressed-tensors" }, { name = "depyf" }, { name = "diskcache" }, { name = "einops" }, - { name = "fastapi", extra = ["standard"], marker = "extra == 'extra-7-axolotl-vllm'" }, + { name = "fastapi", extra = ["standard"] }, { name = "filelock" }, { name = "gguf" }, - { name = "lark", version = "1.2.2", source = { registry = "https://pypi.org/simple" } }, + { name = "lark" }, { name = "llguidance", marker = "platform_machine == 'aarch64' or platform_machine == 'arm64' or platform_machine == 'x86_64'" }, { name = "lm-format-enforcer" }, - { name = "mistral-common", extra = ["audio", "image"], marker = "extra == 'extra-7-axolotl-vllm'" }, + { name = "mistral-common", extra = ["audio", "image"] }, { name = "msgspec" }, { name = "ninja" }, - { name = "numba", version = "0.61.2", source = { registry = "https://pypi.org/simple" } }, - { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" } }, + { name = "numba" }, + { name = "numpy" }, { name = "openai" }, { name = "openai-harmony" }, { name = "opencv-python-headless" }, @@ -8096,11 +7653,11 @@ dependencies = [ { name = "python-json-logger" }, { name = "pyyaml" }, { name = "pyzmq" }, - { name = "ray", extra = ["cgraph"], marker = "extra == 'extra-7-axolotl-vllm'" }, + { name = "ray", extra = ["cgraph"] }, { name = "regex" }, { name = "requests" }, - { name = "scipy", version = "1.15.3", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.11' and extra == 'extra-7-axolotl-vllm') or (extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, - { name = "scipy", version = "1.16.2", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.11' and extra == 'extra-7-axolotl-vllm') or (extra == 'extra-7-axolotl-vllm' and extra == 'group-7-axolotl-default')" }, + { name = "scipy", version = "1.15.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" }, + { name = "scipy", version = "1.16.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" }, { name = "sentencepiece" }, { name = "setproctitle" }, { name = "setuptools", version = "79.0.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.12'" }, @@ -8114,7 +7671,7 @@ dependencies = [ { name = "transformers" }, { name = "typing-extensions" }, { name = "watchfiles" }, - 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