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
- [RFC]: KV cache offloading
- Add tensor IPC transfer mechanism for multimodal data
- [Feature] Optimize Prefill Phase: Add Hybrid Chunked Prefill Support
- [V1][Spec Decode][Feature] Spec decode with probs
- [Model] Add video input support for transformers modeling backend
- [Core] Lite weight profiler implementation
- [Perf][Async] Implement zero-bubble async speculative decoding
- [Bug]: vllm/vllm-openai:gptoss AssertionError: Sinks are only supported in FlashAttention 3 (4090 48gb)
- [WIP] Add Kimi-Audio integration for vLLM
- [DO NOT MERGE] Enable HF processing on GPU
- Docs
- Python not yet supported