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
- Support Pipeline and Data Parallelism for MiniMax-M2
- [Quant] Fix FP8 block quantization for non-aligned dimensions
- [Feature] Add VLLM_TRITON_AUTOTUNE environment variable
- [Feature]: Pipeline Parallel Features & Performance Optimizations
- [BugFix] Fix DeepGEMM Warmup Logic
- [WIP] pcp alternative impl
- [Test] GLM4.7 performance acceleration.
- [PluggableLayer][3/N] Apply PluggableLayer to llm_head and vocab embedding layer
- [Feature]: Add INT8 Support for KV Cache Quantization (Currently FP8-Only)
- [Feature]: Qwen3-Next dual-stream execution in_proj_qkvz in_proj_ba
- Docs
- Python not yet supported