vllm
https://github.com/vllm-project/vllm
Python
A high-throughput and memory-efficient inference and serving engine for LLMs
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- Issues
- [Feature]: support out tree multimodal models
- [Bug]: son.decoder.JSONDecodeError: Expecting value: line 1 column 1 (char 0)
- [Kernel][Bugfix] Delete some more useless code in marlin_moe_ops.cu
- [wip] fix the HIPBLAS_STATUS_NOT_SUPPORTED error for Quark quantized fp8 llama3.1 model
- [Kernel][Triton][AMD] Remove atomic_add from awq_gemm, 2-5x speedup MI300, minor improvement for MI250
- [Misc] Show AMD GPU topology in `collect_env.py`
- [Bug]: AttributeError: module 'cv2.dnn' has no attribute 'DictValue'
- [Core] Default to using per_token quantization for fp8 when cutlass is supported.
- [Bugfix] fix docker build for xpu
- [Misc] add non cuda hf benchmark_througput
- Docs
- Python not yet supported