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
- [Bugfix] Fix MiniMax M3 prompt reasoning initialization
- [Feature]: SM8x (Ampere A100/A800) support for DeepSeek-V4-Flash / DeepSeek-V4-Flash-0731 DSpark
- Add MoNe experts pruning support
- [Model] Apertus 1.5
- [Core][Distributed] Size custom all-reduce buffers at init so batch-invariant mode can use them
- [DCP][Kernel] Consume owner-sharded Top-K candidates through symmetric memory
- [7/N][warmup][DSv4] Migrate router GEMM kernels
- [Core] Add --enable-nan-fault-tolerance for NaN detection and request abort
- [Kernel] Use expanding ldmatrix for Marlin W4A8
- [Bugfix][KV Offload] Protect unread promotions from eviction by other speculative promotions
- Docs
- Python not yet supported