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
- Fix Mistral3 nested word embedding tying
- [Bug]: DeepSeek-V4-Flash-0731 crashes on RTX PRO 5000 because FlashInfer cannot reshape a tensor with 0 elements into the shape [0, -1]
- [Rust][Benchmark] Fix multi-turn input token accounting
- [Bugfix] Validate cached QuTLASS revision before reuse
- [Bugfix] Keep mamba align prefill chunks block-aligned past last_cache_position
- [ROCm][MLA] Use saturated Gluon split bucket for CUDA graphs
- [Bugfix] Embed the full batch in the prompt_embeds path so LoRA metadata stays in range
- [XPU][GPT-OSS] set temperature to avoid timeout
- Fix GPT-OSS weight loading for DP and EP
- [Performance][Hardware][RISC-V] Use RVV FMA in FP32Vec transcendentals and the INT4 GEMM
- Docs
- Python not yet supported