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
- [Bug]: CUDA Illegal Memory Access with VLM Models (Qwen3-VL/Qwen2.5-VL) when using logprobs=True under high concurrency
- [Bug]: rocm/vllm:rocm7.0.0_vllm_0.11.1_20251103 has an error with flash attention
- [Usage]: benchmark_moe Usage
- when model_runner not ensure_kv_transfer_shutdown this method, it wil…
- clean up activation hardcoding to silu
- [Bug]: Illegal memory access in CUTLASS MLA backend with FP8 KV scale
- [torch.compile] Try using Dynamo-native padding
- [Bug]: reload_weights (via collective_rpc) Fails to Load Quantized Models Correctly, Causing Tensor Shape AssertionError
- Update tpu dockerfile
- [Misc] Force `_init_reorder_batch_threshold` to be called and make `get_reorder_batch_threshold` an instance property
- Docs
- Python not yet supported