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
- Add ColBERT embedding_mode for asymmetric query/document encoding
- Feature: Adèlic KV-Cache Condensation (O(1) SRAM Topology Router
- [Frontend] Add OpenAI-compatible online Batch and Files API
- pause log
- Refactor RMSNorm vectorized launch checks
- [Bugfix] Add @register_fake for dsv3_fused_a_gemm
- [Installation]: hint: `fastsafetensors` (v0.3.2) was included because `vllm` (v0.22.1rc1.dev123+g0e2b13103.d20260603) depends on `fastsafetensors`
- [Feature]: Streaming input for VLM models
- [ROCm] Simple CPU offload is slow without hipMemcpyBatchAsync mapping
- [DO NOT MERGE][Perf][Feat] Add generic cuteDSL LL FP32 router (GEMM)
- Docs
- Python not yet supported