[Integration] Upload tutorial for making a bitnet ckpt for vLLM #135
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This pull request includes several significant changes to the
integration/BitNetdirectory, focusing on enhancing the documentation, improving scripts for model checkpoints, and refining quantization utilities. The most important changes include adding new sections to the README, introducing scripts for generating model checkpoints, and updating quantization functions.Documentation Updates:
integration/BitNet/README.md: Added sections for "Latest News" and "Make Checkpoints for vLLM" with instructions and scripts for generating model checkpoints.Script Enhancements:
integration/BitNet/maint/generate_bitnet_model_bitblas_format.sh: Added a new script for generating BitNet model checkpoints in BitBLAS format.integration/BitNet/maint/generate_bitnet_model_native_format.sh: Added a new script for generating BitNet model checkpoints in native format.integration/BitNet/maint/create_bitblas_ckpt.py: Renamed and updated the script to use argparse for handling input arguments. [1] [2]Code Improvements:
integration/BitNet/utils_quant.py: Added@torch.compiledecorator to quantization functions and refactored theforwardmethod to usepost_quant_process. [1] [2] [3]Miscellaneous:
integration/BitNet/vllm_workspace/inference_with_compress_format.py: Added a script for inference with compressed format models.integration/BitNet/vllm_workspace/inference_with_native_format.py: Added a script for inference with native format models.integration/BitNet/vllm_workspace/utils.py: Added utility functions for comparing model outputs and log probabilities.