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
- Add SM120 for NVFP4 tensor core support
- [Model] Adding model support for bharatgenai/Param-1-2.9B-Instruct
- Allow skip harmony
- [Core] Add is_eagle in AttentionSpec
- DeepSeekv4 ROCm Optimization
- [On hold] feat(kernels): Migrate mm_encoder_attn to vLLM IR
- [Bug]: compressed-tensors W4A16 MoE: weight_scale not sharded along K under tensor parallelism, kernel computes wrong group_size
- [Bug]: the A800 architecture cannot start the glm5.1 model.
- [Bug]: TP Worker hang causes EngineDeadError - RPC call to sample_tokens timed out (DeepSeek-V4-Pro, TP=8, MTP speculative decoding)
- [Feature]: Hashicorp Vault Integration for API Key
- Docs
- Python not yet supported