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SGLang
SGLang is a fast serving framework for large language models and vision language models.
Collective -
Host: opensource -
https://opencollective.com/sglang
- Code: https://github.com/sgl-project/sglang
Provide an offline engine API
github.com/sgl-project/sglang - ByronHsu opened this pull request 3 months ago
github.com/sgl-project/sglang - ByronHsu opened this pull request 3 months ago
Use ipc instead of tcp in zmq
github.com/sgl-project/sglang - merrymercy opened this pull request 3 months ago
github.com/sgl-project/sglang - merrymercy opened this pull request 3 months ago
[doc] Chinese Documentation Translation Available for sglang
github.com/sgl-project/sglang - khum08 opened this issue 3 months ago
github.com/sgl-project/sglang - khum08 opened this issue 3 months ago
[Feature] Add `choices` in `/generate` endpoint and add `min_new_tokens` in `sgl.gen()`
github.com/sgl-project/sglang - TING2938 opened this issue 3 months ago
github.com/sgl-project/sglang - TING2938 opened this issue 3 months ago
[Fix] Fix major performance bug in certain cases
github.com/sgl-project/sglang - Ying1123 opened this pull request 3 months ago
github.com/sgl-project/sglang - Ying1123 opened this pull request 3 months ago
Organize sampling batch info better
github.com/sgl-project/sglang - merrymercy opened this pull request 3 months ago
github.com/sgl-project/sglang - merrymercy opened this pull request 3 months ago
Add llama implementation with no tensor parallel linears
github.com/sgl-project/sglang - jerryzh168 opened this pull request 3 months ago
github.com/sgl-project/sglang - jerryzh168 opened this pull request 3 months ago
[FP8 KV Cache] Avoid KeyError at loading pre-quantized FP8 model with kv_scale
github.com/sgl-project/sglang - HaiShaw opened this pull request 3 months ago
github.com/sgl-project/sglang - HaiShaw opened this pull request 3 months ago
[Bug] Exception: Capture cuda graph failed: Triton Error [CUDA]: device kernel image is invalid
github.com/sgl-project/sglang - a136214808 opened this issue 3 months ago
github.com/sgl-project/sglang - a136214808 opened this issue 3 months ago
Move status check in the memory pool to CPU
github.com/sgl-project/sglang - merrymercy opened this pull request 3 months ago
github.com/sgl-project/sglang - merrymercy opened this pull request 3 months ago
[Fix] Move ScheduleBatch out of SamplingInfo
github.com/sgl-project/sglang - merrymercy opened this pull request 3 months ago
github.com/sgl-project/sglang - merrymercy opened this pull request 3 months ago
[Fix] do not maintain regex_fsm in SamplingBatchInfo
github.com/sgl-project/sglang - merrymercy opened this pull request 3 months ago
github.com/sgl-project/sglang - merrymercy opened this pull request 3 months ago
[Performance, Hardware] MoE tuning on AMD MI300x GPUs
github.com/sgl-project/sglang - kkHuang-amd opened this pull request 3 months ago
github.com/sgl-project/sglang - kkHuang-amd opened this pull request 3 months ago
[Fix] Fix all the Huggingface paths
github.com/sgl-project/sglang - tbarton16 opened this pull request 3 months ago
github.com/sgl-project/sglang - tbarton16 opened this pull request 3 months ago
Simplify flashinfer dispatch
github.com/sgl-project/sglang - hnyls2002 opened this pull request 3 months ago
github.com/sgl-project/sglang - hnyls2002 opened this pull request 3 months ago
Llama3.2 vision model support
github.com/sgl-project/sglang - hnyls2002 opened this pull request 3 months ago
github.com/sgl-project/sglang - hnyls2002 opened this pull request 3 months ago
Dispatch flashinfer wrappers
github.com/sgl-project/sglang - hnyls2002 opened this pull request 3 months ago
github.com/sgl-project/sglang - hnyls2002 opened this pull request 3 months ago
[Refactor] Simplify io_struct and tokenizer_manager
github.com/sgl-project/sglang - Ying1123 opened this pull request 3 months ago
github.com/sgl-project/sglang - Ying1123 opened this pull request 3 months ago
Fix bugs of `logprobs_nums`
github.com/sgl-project/sglang - hnyls2002 opened this pull request 3 months ago
github.com/sgl-project/sglang - hnyls2002 opened this pull request 3 months ago
Organize Attention Backends
github.com/sgl-project/sglang - hnyls2002 opened this pull request 3 months ago
github.com/sgl-project/sglang - hnyls2002 opened this pull request 3 months ago
Support qwen2 vl model
github.com/sgl-project/sglang - yizhang2077 opened this pull request 3 months ago
github.com/sgl-project/sglang - yizhang2077 opened this pull request 3 months ago
[Fix, LoRA] fix LoRA with updates in main
github.com/sgl-project/sglang - Ying1123 opened this pull request 3 months ago
github.com/sgl-project/sglang - Ying1123 opened this pull request 3 months ago
Clean up batch data structures: Introducing ModelWorkerBatch
github.com/sgl-project/sglang - merrymercy opened this pull request 3 months ago
github.com/sgl-project/sglang - merrymercy opened this pull request 3 months ago
Rename InputMetadata -> ForwardBatch
github.com/sgl-project/sglang - merrymercy opened this pull request 3 months ago
github.com/sgl-project/sglang - merrymercy opened this pull request 3 months ago
Add support for Molmo-D-7B Model
github.com/sgl-project/sglang - BabyChouSr opened this pull request 3 months ago
github.com/sgl-project/sglang - BabyChouSr opened this pull request 3 months ago
Let ModelRunner take InputMetadata as input, instead of ScheduleBatch
github.com/sgl-project/sglang - merrymercy opened this pull request 3 months ago
github.com/sgl-project/sglang - merrymercy opened this pull request 3 months ago
[Refactor] Simplify io_struct and tokenizer_manager
github.com/sgl-project/sglang - Ying1123 opened this pull request 3 months ago
github.com/sgl-project/sglang - Ying1123 opened this pull request 3 months ago
Process image in parallel
github.com/sgl-project/sglang - hnyls2002 opened this pull request 3 months ago
github.com/sgl-project/sglang - hnyls2002 opened this pull request 3 months ago
Move scheduler code from tp_worker.py to scheduler.py
github.com/sgl-project/sglang - merrymercy opened this pull request 3 months ago
github.com/sgl-project/sglang - merrymercy opened this pull request 3 months ago
fix ipv6 url when warm up model
github.com/sgl-project/sglang - cauyxy opened this pull request 3 months ago
github.com/sgl-project/sglang - cauyxy opened this pull request 3 months ago
[Fix] Fix AttributeError in Qwen2.5 LoRA: 'Qwen2ForCausalLM' object has no attribute 'get_hidden_dim'
github.com/sgl-project/sglang - mssongit opened this pull request 3 months ago
github.com/sgl-project/sglang - mssongit opened this pull request 3 months ago
[Fix] Fix AttributeError in Qwen2.5(huggingface model) LoRA: 'Qwen2ForCausalLM' object has no attribute 'get_module_name'
github.com/sgl-project/sglang - mssongit opened this pull request 3 months ago
github.com/sgl-project/sglang - mssongit opened this pull request 3 months ago
Improve process creation
github.com/sgl-project/sglang - merrymercy opened this pull request 3 months ago
github.com/sgl-project/sglang - merrymercy opened this pull request 3 months ago
[Bug] ValueError: The memory capacity is unbalanced
github.com/sgl-project/sglang - chuangzhidan opened this issue 3 months ago
github.com/sgl-project/sglang - chuangzhidan opened this issue 3 months ago
Make detokenizer_manager.py not asyncio
github.com/sgl-project/sglang - merrymercy opened this pull request 3 months ago
github.com/sgl-project/sglang - merrymercy opened this pull request 3 months ago
Organize image inputs
github.com/sgl-project/sglang - hnyls2002 opened this pull request 3 months ago
github.com/sgl-project/sglang - hnyls2002 opened this pull request 3 months ago
Multiple minor fixes
github.com/sgl-project/sglang - merrymercy opened this pull request 3 months ago
github.com/sgl-project/sglang - merrymercy opened this pull request 3 months ago
[Event] Update meeting link
github.com/sgl-project/sglang - Ying1123 opened this pull request 3 months ago
github.com/sgl-project/sglang - Ying1123 opened this pull request 3 months ago
Add float8 dynamic quant to torchao_utils
github.com/sgl-project/sglang - jerryzh168 opened this pull request 3 months ago
github.com/sgl-project/sglang - jerryzh168 opened this pull request 3 months ago
[Feature] VLLM 6.0 support
github.com/sgl-project/sglang - arunpatala opened this issue 3 months ago
github.com/sgl-project/sglang - arunpatala opened this issue 3 months ago
[Bug] IndexError: list index out of range
github.com/sgl-project/sglang - lvxianfeng-git opened this issue 3 months ago
github.com/sgl-project/sglang - lvxianfeng-git opened this issue 3 months ago
[Feature] Support reward model LxzGordon/URM-LLaMa-3.1-8B
github.com/sgl-project/sglang - Ying1123 opened this pull request 3 months ago
github.com/sgl-project/sglang - Ying1123 opened this pull request 3 months ago
[Feature] add support for llama 3.2
github.com/sgl-project/sglang - Stealthwriter opened this issue 3 months ago
github.com/sgl-project/sglang - Stealthwriter opened this issue 3 months ago
[Bug] Unable to use gptq or awq with torch.compile (8*A40)
github.com/sgl-project/sglang - smallstepman opened this issue 3 months ago
github.com/sgl-project/sglang - smallstepman opened this issue 3 months ago
[FIX] Catch syntax error of Regex Guide to avoid crash
github.com/sgl-project/sglang - du00cs opened this pull request 3 months ago
github.com/sgl-project/sglang - du00cs opened this pull request 3 months ago
[bugfix]Add modelscope package to avoid docker image without modelscope
github.com/sgl-project/sglang - KylinMountain opened this pull request 3 months ago
github.com/sgl-project/sglang - KylinMountain opened this pull request 3 months ago
Update Dockerfile
github.com/sgl-project/sglang - KylinMountain opened this pull request 3 months ago
github.com/sgl-project/sglang - KylinMountain opened this pull request 3 months ago
[Bug] no module modelscope using docker compose to start sglang
github.com/sgl-project/sglang - KylinMountain opened this issue 3 months ago
github.com/sgl-project/sglang - KylinMountain opened this issue 3 months ago
[Feature] _get_pixel_values needs to return tgt_sizes
github.com/sgl-project/sglang - huangzl18883 opened this issue 3 months ago
github.com/sgl-project/sglang - huangzl18883 opened this issue 3 months ago
[Fix] Ignore model import error
github.com/sgl-project/sglang - merrymercy opened this pull request 3 months ago
github.com/sgl-project/sglang - merrymercy opened this pull request 3 months ago
Revert "kernel: use tensor cores for flashinfer gqa kernels"
github.com/sgl-project/sglang - Ying1123 opened this pull request 3 months ago
github.com/sgl-project/sglang - Ying1123 opened this pull request 3 months ago
[Fix] Fix clean_up_tokenization_spaces in tokenizer
github.com/sgl-project/sglang - merrymercy opened this pull request 3 months ago
github.com/sgl-project/sglang - merrymercy opened this pull request 3 months ago
[Bug] tensor parallel run error
github.com/sgl-project/sglang - jerryzh168 opened this issue 3 months ago
github.com/sgl-project/sglang - jerryzh168 opened this issue 3 months ago
Add support for tie_word_embeddings when loading weights + support for SmolLM
github.com/sgl-project/sglang - TianyiQ opened this pull request 3 months ago
github.com/sgl-project/sglang - TianyiQ opened this pull request 3 months ago
[CI] Update nightly eval
github.com/sgl-project/sglang - Ying1123 opened this pull request 3 months ago
github.com/sgl-project/sglang - Ying1123 opened this pull request 3 months ago
[Bug] LLaVa-next does not work for single image processing
github.com/sgl-project/sglang - ThomasBenzshawel opened this issue 3 months ago
github.com/sgl-project/sglang - ThomasBenzshawel opened this issue 3 months ago
Possible timing side-channels caused by shared prefix
github.com/sgl-project/sglang - Unik-lif opened this issue 3 months ago
github.com/sgl-project/sglang - Unik-lif opened this issue 3 months ago
Simplify bench_latency.py
github.com/sgl-project/sglang - merrymercy opened this pull request 3 months ago
github.com/sgl-project/sglang - merrymercy opened this pull request 3 months ago
Update test_srt_backend.py
github.com/sgl-project/sglang - merrymercy opened this pull request 3 months ago
github.com/sgl-project/sglang - merrymercy opened this pull request 3 months ago
[Bug] radixcache stack_overflow
github.com/sgl-project/sglang - luzengxiangcn opened this issue 3 months ago
github.com/sgl-project/sglang - luzengxiangcn opened this issue 3 months ago
[CI] Move AMD test to a separate file
github.com/sgl-project/sglang - merrymercy opened this pull request 3 months ago
github.com/sgl-project/sglang - merrymercy opened this pull request 3 months ago
debug radixcache stack_overflow
github.com/sgl-project/sglang - luzengxiangcn opened this pull request 3 months ago
github.com/sgl-project/sglang - luzengxiangcn opened this pull request 3 months ago
Speculative decoding with EAGLE2
github.com/sgl-project/sglang - yukavio opened this pull request 3 months ago
github.com/sgl-project/sglang - yukavio opened this pull request 3 months ago
Fix the overhead due to penalizer in bench_latency
github.com/sgl-project/sglang - merrymercy opened this pull request 3 months ago
github.com/sgl-project/sglang - merrymercy opened this pull request 3 months ago
Fix RuntimeEndpoint.select method
github.com/sgl-project/sglang - jeffrey-fong opened this pull request 3 months ago
github.com/sgl-project/sglang - jeffrey-fong opened this pull request 3 months ago
minor: add mla fp8 test
github.com/sgl-project/sglang - zhyncs opened this pull request 3 months ago
github.com/sgl-project/sglang - zhyncs opened this pull request 3 months ago
[Community] Add open collective sponsor link to README
github.com/sgl-project/sglang - Ying1123 opened this pull request 3 months ago
github.com/sgl-project/sglang - Ying1123 opened this pull request 3 months ago
Update dockerfile to include datamodel_code_generator
github.com/sgl-project/sglang - merrymercy opened this pull request 4 months ago
github.com/sgl-project/sglang - merrymercy opened this pull request 4 months ago
[API, Feature] Support response prefill for openai API
github.com/sgl-project/sglang - Ying1123 opened this pull request 4 months ago
github.com/sgl-project/sglang - Ying1123 opened this pull request 4 months ago
Add a unit test for data parallelism
github.com/sgl-project/sglang - merrymercy opened this pull request 4 months ago
github.com/sgl-project/sglang - merrymercy opened this pull request 4 months ago
Better unit tests for adding a new model
github.com/sgl-project/sglang - merrymercy opened this pull request 4 months ago
github.com/sgl-project/sglang - merrymercy opened this pull request 4 months ago
Development Roadmap (2024 Q4)
github.com/sgl-project/sglang - Ying1123 opened this issue 4 months ago
github.com/sgl-project/sglang - Ying1123 opened this issue 4 months ago
[Bug] tp-4 start timeout
github.com/sgl-project/sglang - siddhatiwari opened this issue 4 months ago
github.com/sgl-project/sglang - siddhatiwari opened this issue 4 months ago
chore: bump v0.3.1.post3
github.com/sgl-project/sglang - zhyncs opened this pull request 4 months ago
github.com/sgl-project/sglang - zhyncs opened this pull request 4 months ago
fix incorrect links in documentation
github.com/sgl-project/sglang - rchen19 opened this pull request 4 months ago
github.com/sgl-project/sglang - rchen19 opened this pull request 4 months ago
[Feature, Hardware] Enable SGLang on XPU GPUs via PyTorch
github.com/sgl-project/sglang - liangan1 opened this pull request 4 months ago
github.com/sgl-project/sglang - liangan1 opened this pull request 4 months ago
[Bug] Deepseek-V2.5 capture cuda graph failed
github.com/sgl-project/sglang - halexan opened this issue 4 months ago
github.com/sgl-project/sglang - halexan opened this issue 4 months ago
[Bug] The sglang cannot reach the preset concurrency level.
github.com/sgl-project/sglang - rangehow opened this issue 4 months ago
github.com/sgl-project/sglang - rangehow opened this issue 4 months ago
minor: add quant eval compared with base
github.com/sgl-project/sglang - zhyncs opened this pull request 4 months ago
github.com/sgl-project/sglang - zhyncs opened this pull request 4 months ago
[Bug] The engine hangs after requesting health_generate 190 times.
github.com/sgl-project/sglang - unix1986 opened this issue 4 months ago
github.com/sgl-project/sglang - unix1986 opened this issue 4 months ago
Fix env vars in bench_latency
github.com/sgl-project/sglang - merrymercy opened this pull request 4 months ago
github.com/sgl-project/sglang - merrymercy opened this pull request 4 months ago
[Performance] Add triton kernels for LoRA
github.com/sgl-project/sglang - Ying1123 opened this pull request 4 months ago
github.com/sgl-project/sglang - Ying1123 opened this pull request 4 months ago
Release v0.3.1.post2
github.com/sgl-project/sglang - merrymercy opened this pull request 4 months ago
github.com/sgl-project/sglang - merrymercy opened this pull request 4 months ago
Fix padding in the cuda graph
github.com/sgl-project/sglang - merrymercy opened this pull request 4 months ago
github.com/sgl-project/sglang - merrymercy opened this pull request 4 months ago
[Bug] illegal memory access encountered
github.com/sgl-project/sglang - wonderisland opened this issue 4 months ago
github.com/sgl-project/sglang - wonderisland opened this issue 4 months ago
[Bug] enable-mixed-chunk may cause the regex request get wrong result and output_token_logprobs
github.com/sgl-project/sglang - liuteng opened this issue 4 months ago
github.com/sgl-project/sglang - liuteng opened this issue 4 months ago
Debug schedule optimization
github.com/sgl-project/sglang - hnyls2002 opened this pull request 4 months ago
github.com/sgl-project/sglang - hnyls2002 opened this pull request 4 months ago
fix: creat new dict everytime for putting new frame
github.com/sgl-project/sglang - Luodian opened this pull request 4 months ago
github.com/sgl-project/sglang - Luodian opened this pull request 4 months ago