66 lines
2.2 KiB
ReStructuredText
66 lines
2.2 KiB
ReStructuredText
SGLang Documentation
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====================
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SGLang is a fast serving framework for large language models and vision language models.
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It makes your interaction with models faster and more controllable by co-designing the backend runtime and frontend language.
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The core features include:
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- **Fast Backend Runtime**: Provides efficient serving with RadixAttention for prefix caching, zero-overhead CPU scheduler, continuous batching, token attention (paged attention), speculative decoding, tensor parallelism, chunked prefill, structured outputs, and quantization (FP8/INT4/AWQ/GPTQ).
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- **Flexible Frontend Language**: Offers an intuitive interface for programming LLM applications, including chained generation calls, advanced prompting, control flow, multi-modal inputs, parallelism, and external interactions.
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- **Extensive Model Support**: Supports a wide range of generative models (Llama, Gemma, Mistral, QWen, DeepSeek, LLaVA, etc.), embedding models (e5-mistral, gte, mcdse) and reward models (Skywork), with easy extensibility for integrating new models.
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- **Active Community**: SGLang is open-source and backed by an active community with industry adoption.
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.. toctree::
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:maxdepth: 1
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:caption: Installation
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start/install.md
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.. toctree::
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:maxdepth: 1
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:caption: Backend Tutorial
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references/deepseek
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backend/send_request.ipynb
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backend/openai_api_completions.ipynb
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backend/openai_api_vision.ipynb
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backend/openai_api_embeddings.ipynb
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backend/native_api.ipynb
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backend/offline_engine_api.ipynb
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backend/server_arguments.md
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backend/sampling_params.md
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backend/hyperparameter_tuning.md
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.. toctree::
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:maxdepth: 1
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:caption: Advanced Features
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backend/speculative_decoding.ipynb
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backend/structured_outputs.ipynb
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backend/function_calling.ipynb
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backend/separate_reasoning.ipynb
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backend/custom_chat_template.md
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backend/quantization.md
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.. toctree::
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:maxdepth: 1
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:caption: Frontend Tutorial
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frontend/frontend.ipynb
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frontend/choices_methods.md
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.. toctree::
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:maxdepth: 1
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:caption: SGLang Router
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router/router.md
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.. toctree::
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:maxdepth: 1
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:caption: References
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references/general
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references/hardware
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references/advanced_deploy
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references/performance_tuning
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