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
- Added vLLM support for BitNet b1.58 2B4T
- Quantized fused MOE optimization
- [Kernel] Add SM>=89 guard for Triton block FP8 kernel
- [Bugfix][LMCache MP Connector] Fix fallback adapter cache_salt signature mismatch
- [WIP]Ray async scheduling with pp
- fix: default ChatMessage.tool_calls to None instead of empty list
- [RFC]: Ultimate Better Observability.
- [Bug] Fatal AssertionError: Encoder KV cache fails to evict tokens, exceeding max_model_len in long-lived WebSocket sessions
- [Bugfix] [ROCm] Add gfx12x FP8 support for fused_batched_moe kernels
- [Test] Add nightly MoE eval tests
- Docs
- Python not yet supported