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
- [CI Failure]: PyTorch Compilation Unit Tests - test_dynamic_shapes_compilation
- [Kernel] FlashInfer CuTe-DSL NVFP4 Quantization
- [Bugfix] Reject unsupported forced tool choice in Responses API
- [Feature] Add /v1/responses/input_tokens endpoint for preflight token counting
- docs: fix typo in cli.md
- [Kernel][Core][Shared-PCP][Capacity] Owner-shard KV history for up to 4x capacity
- [Core][Shared-PCP][Output] Restore only sampled final rows after PCP prefill
- [Model] Enable LoRA support for tower and connector in LlavaNextForConditionalGeneration
- [RL][Reload] Preserve graph-visible runtime storage across weight reloads
- Fix Gemma 4 for upcoming Transformers version
- Docs
- Python not yet supported