sglang
https://github.com/sgl-project/sglang
Python
SGLang is a high-performance serving framework for large language models and multimodal models.
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- Issues
- feat(rust-server): support custom_logit_processor in /generate
- [Bug] compressed-tensors FP8 lm_head weight_scale silently dropped → degenerate repetition with unsloth/Qwen3.8-27B-NVFP4
- [Feature] Bit-exact correctness coverage for Unified Radix Cache
- [Bugfix] Fix routing key propagation for embedding requests
- [diffusion] MiniMax-H3 resident serving stages a full DiT copy per rank through host RAM (114.3 GiB @ 2 ranks, 233.5 @ 4; silent SIGKILL below); only the RTX 5090 recipe documents a host-memory requirement
- [Bug] DSA sparse-MLA prefill silently computes no attention at all for a single extend > 65535 tokens (trtllm-gen `gridDim.z` limit is still unguarded on the non-DP path)
- [KV Cache] Use exact page demand for paged prefill eviction
- [Diffusion] Fail MiniMax-H3 quality="high" closed on substituted DiT weights
- [Bug] The timeout setting is invalid in can_terminate_prefetch when pool_transfers_done is false
- Reject invalid base64 image payloads
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- Python not yet supported