Text-Generation-Inference(又称 TGI)是 Hugging Face 今年早些时候启动的一个项目,作为支持 Hugging Face Inference API 和后来的 Hugging Chat 上的 LLM 推理的内部工具,旨在支持大型语言模型的优化推理。自推出后,该项目迅速流行,并被 Open-Assistant 和 nat.dev 等其他开源项目采用。 该项目支持多种模型和量化方...
Text Generation Inference（TGI）是 HuggingFace 推出的一个项目，作为支持 HuggingFace Inference API 和 ...
原因是虽然vLLM版 Paged Attention的实现采用了Flash Attention的技巧,但缺少各样本query长度不等的Batch推理API(在Prefill环节需要此API)。出于此情况TGI同时使用了两者。 3. 模型加载 3.1. 整体流程 下图是TGI Server层加载一个Llama 2模型时的流程,其中标黑的是重要的类,可以对照上文的“2.1.Llama 2模型结构...
API documentation You can consult the OpenAPI documentation of thetext-generation-inferenceREST API using the/docsroute. The Swagger UI is also available at:https://huggingface.github.io/text-generation-inference. Using a private or gated model ...
2Branches 0Tags Code This branch is723 commits behindhuggingface/text-generation-inference:main. README License Text Generation Inference A Rust, Python and gRPC server for text generation inference. Used in production atHuggingFaceto power LLMs api-inference widgets. ...
From version 1.4.0 onwards, TGI has introduced an API that is compatible with OpenAI's Chat Completion API. This new Messages API enables a smooth transition for customers and users from OpenAI models to open-source LLMs. The API is designed for direct integration with OpenAI's client librari...
"winapi", ] [[package]] name = "http" version = "0.2.12" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "601cbb57e577e2f5ef5be8e7b83f0f63994f25aa94d673e54a92d5c516d101f1" dependencies = [ "bytes", "fnv", "itoa", ] [[package...
from flask_restful import Resource, Api from megatron.training import get_args from megatron.inference.text_generation import generate_and_post_process from megatron.inference.text_generation import beam_search_and_post_process GENERATE_NUM = 0 BEAM_NUM = 1 lock = threading.Lock() class...
text-generation-inference 功能请求：为添加其他API端点添加文档和示例,你好，@michael-conrad 🙌 我们...
启动服务器后,可以通过请求来使用生成接口/generate或兼容OpenAI Chat Completion API的消息API/v1/chat/completions。有关API的更多信息,请查阅text-generation-inference的OpenAPI文档。 1curl -s localhost:8000/v1/models | jq .23{4"object":"list",5"data":[6{7"id":"Qwen/Qwen2.5-7B-Instruct",8"obj...