a785000842
compressed-tensors is a safetensors extension for sparse, quantized tensors. The format is more powerful than earlier AWQ/GPTQ/FP8 quantization, because - Different quantizer configurations can be used for different targets. - The format can specify input/output quantizers in addition to weight quantizers. - Configurable exclusions for quantization. This change adds a dependency on the `compressed-tensors` package for its configuration parsing and layer matching functionality. The following types of quantization are supported in this PR: - W8A16 and W4A16 INT using GPTQ-Marlin kernels. - W8A8 and W8A16 FP using FP8-Marlin and cutlass kernels. Support for other quantization types will be added in subsequent PRs. |
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README.md
Documentation available at: https://huggingface.co/docs/text-generation-inference
Release
When making a release, please update the latest version in the documentation with:
export OLD_VERSION="2\.0\.3"
export NEW_VERSION="2\.0\.4"
find . -name '*.md' -exec sed -i -e "s/$OLD_VERSION/$NEW_VERSION/g" {} \;