bdc66972db
### What this PR does / why we need it? While using the LLM Compressor quantization tool from the VLLM community to generate quantized weights, the VLLM Ascend engine needs to be adapted to support the compressed tensors quantization format. 1. Add AscendCompressedTensorsConfig to replace CompressedTensorsConfig in vllm. 2. Support CompressedTensorsW8A8 static weight. - weight: per-channel, int8, symmetric; activation: per-tensor, int8, symmetric. 4. Support CompressedTensorsW8A8Dynamic weight. - weight: per-channel, int8, symmetric; activation: per-token, int8, symmetric, dynamic. 5. Modify the override_quantization_method in AscendQuantConfig. Co-authored-by: taoqun110 taoqun@huawei.com Co-authored-by: chenxi-hh chen464822955@163.com - vLLM version: v0.11.2 --------- Signed-off-by: LHXuuu <scut_xlh@163.com> Signed-off-by: chenxi-hh <chen464822955@163.com> Signed-off-by: chenxi-hh <32731611+chenxi-hh@users.noreply.github.com> Co-authored-by: chenxi-hh <chen464822955@163.com> Co-authored-by: chenxi-hh <32731611+chenxi-hh@users.noreply.github.com>
vLLM Ascend Plugin documents
Live doc: https://vllm-ascend.readthedocs.io
Build the docs
# Install dependencies.
pip install -r requirements-docs.txt
# Build the docs.
make clean
make html
# Build the docs with translation
make intl
# Open the docs with your browser
python -m http.server -d _build/html/
Launch your browser and open:
- English version: http://localhost:8000
- Chinese version: http://localhost:8000/zh_CN