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
- [ROCm][Bugfix] Fix GPT-OSS Quark MXFP4 MoE loading - emulation buffer not block-aligned
- [Bugfix][Quantization] Fix OCP MX emulation MoE crash with fp8 activations (w_*_a_fp8)
- [Bug]: --max-logprobs and --long-prefill-token-threshold silently accept negative values (config-validation gap)
- [Kernel][Helion][1/N] Add Helion kernel for silu_and_mul_per_block_quant
- [Bug]: Qwen3.6-27B-FP8 on GB10: get_output() spin-loop on stuck CUDA stream during prefill burst (run<6, KV<5%)
- MLA: kv_b_proj.weight.dtype AttributeError on quantized ColumnParallelLinear in chunked prefill
- Fix MLA kv_b_proj.weight access on quantized ColumnParallelLinear
- [Bugfix][DeepSeekV4] Handle optional scale tensors for W4A16-FP8 artifacts
- Correct model layer aliasing for Bert style models
- fix: avoid ZeroDivisionError in FP8 scaled MM kernels with high TP (closes #43174)
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