v0.1.0

What's Changed

• Address Test Failures by @Satrat in #1
• Remove SparseZoo Usage by @Satrat in #2
• SparseML Cleanup by @markurtz in #6
• Remove all references to Neural Magic copyright within LLM Compressor by @markurtz in #7
• Add FP8 Support by @Satrat in #4
• Fix Weekly Test Failure by @Satrat in #8
• Add Scheme UX for QuantizationModifier by @Satrat in #9
• Add Group Quantization Test Case by @Satrat in #10
• Loguru logging standardization for LLM Compressor by @markurtz in #11
• Clarify Function Names for Logging by @Satrat in #12
• [ Examples ] E2E Examples by @robertgshaw2-neuralmagic in #5
• Update setup.py by @robertgshaw2-neuralmagic in #15
• SmoothQuant Mapping Defaults by @Satrat in #13
• Initial README by @bfineran in #3
• [Bug] Fix validation errors for smoothquant modifier + update examples by @rahul-tuli in #19
• [MOE Quantization] Warn against "undercalibrated" modules by @dbogunowicz in #20
• Port SparseML Remote Code Fix by @Satrat in #21
• Update Quantization Save Defaults by @Satrat in #22
• [Bugfix] Add fix to preserve modifier order when passed as a list by @rahul-tuli in #26
• GPTQ - move calibration of quantiztion params to after hessian calibration by @bfineran in #25
• Fix typos by @eldarkurtic in #31
• Remove ceiling from datasets dep by @mgoin in #27
• Revert naive compression format by @Satrat in #32
• Fix layerwise targets by @Satrat in #36
• Move Weight Update Out Of Loop by @Satrat in #40
• Fix End Epoch Default by @Satrat in #39
• Fix typos in example for w8a8 quant by @eldarkurtic in #38
• Model Offloading Support Pt 2 by @Satrat in #34
• set version to 1.0.0 for release by @bfineran in #44
• Update version for first release by @markurtz in #50
• BugFix: Update TRL example scripts to point to the right SFTTrainer by @rahul-tuli in #51
• Update examples/quantization_24_sparse_w4a16 README by @dbarbuzzi in #52
• Fix Failing Transformers Tests by @Satrat in #53
• Offloading Bug Fix by @Satrat in #58

New Contributors

• @markurtz made their first contribution in #6
• @bfineran made their first contribution in #3
• @dbogunowicz made their first contribution in #20
• @eldarkurtic made their first contribution in #31
• @mgoin made their first contribution in #27
• @dbarbuzzi made their first contribution in #52

Full Changelog: https://github.com/vllm-project/llm-compressor/commits/0.1.0