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: default-disable FlashInfer sampler on consumer Blackwell GPUs (SM120/SM121)
- [Quantization][FP8] Replace bare asserts with descriptive exceptions in fp8.py
- [KVCache] Add Triton software NVFP4 KV cache support
- llmd+vllm+mori-ep(intra node wide-ep)+mori-io(write) for 1p1d with dp=ep=8 tp=1
- [Profiler] Get Detailed MultiModal Data Preprocessing Timing Stats
- [Roadmap] Rust Frontend Feature Parity
- [MoE Refactor] Add MoEKernelOracle ABC base class and migrate Unquantized oracle
- [Rust Frontend] Add ERNIE 4.5 tool parser
- Add DeepSeek-V4 FIM completion rendering
- [CPU][Zen] Route BF16 MoE inference through zentorch on AMD
- Docs
- Python not yet supported