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
- [DiffusionGemma-26B-A4B-it-NVFP4 ][XPU][Quant] Register NVFP4 emulation linear kernel for XPU
- [DSV4][XPU] sycl optimization for _fused_kv_compress_norm_rope_insert_sparse_attn kernel
- [Misc] Rename VLLM_TRITON_ATTN_USE_TD to VLLM_TRITON_USE_TD
- [Misc] benchmark_moe: support Gemma4 architectures
- [Feature][SP] Support Sequence Parallelism for Multimodal Encoder
- [Frontend] Add `/v1/messages/render` endpoint for the Anthropic Messages API
- [PD][Core] Add partial prefix caching for hybrid model in PD disaggregation
- [Bug]: MoE Detection Logic Fails for Non-Language Multimodal Models
- [Feature][Observability][Frontend]: Propagate OpenTelemetry Spans to IOProcessor for Custom Sub-Span Creation
- [Misc] Add unit test for fused_moe_kernel_gptq_awq MoE kernel
- Docs
- Python not yet supported