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📖A curated list of Awesome LLM Inference Paper with codes, TensorRT-LLM, vLLM, streaming-llm, AWQ, SmoothQuant, WINT8/4, Continuous Batching, FlashAttention, PagedAttention etc.
Created 2023-08-27
390 commits to main branch, last one 20 hours ago
108
1.9k
apache-2.0
15
Run and customize Local LLMs.
Created 2023-09-11
1,479 commits to dev branch, last one 13 hours ago
A nearly-live implementation of OpenAI's Whisper.
Created 2023-05-04
437 commits to main branch, last one 7 days ago
An Optimized Speech-to-Text Pipeline for the Whisper Model Supporting Multiple Inference Engine
Created 2023-12-16
81 commits to main branch, last one about a month ago
🏋️ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of Optimum's hardware optimizations & quantization schemes.
Created 2023-04-26
688 commits to main branch, last one 17 hours ago
OpenAI compatible API for TensorRT LLM triton backend
Created 2023-11-06
33 commits to main branch, last one about a month ago
13
147
apache-2.0
11
【深度学习模型部署框架】支持tf/torch/trt/trtllm/vllm以及更多nn框架,支持dynamic batching、streaming模式,支持python/c++双语言,可限制,可拓展,高性能。帮助用户快速地将模型部署到线上,并通过http/rpc接口方式提供服务。
Created 2024-07-04
53 commits to master branch, last one 22 days ago
This repository is an AI Bootcamp material that consist of a workflow for LLM
Created 2022-10-31
48 commits to main branch, last one about a month ago
Chat With RTX Python API
Created 2024-02-23
16 commits to master branch, last one about a month ago
【grps接入trtllm】通过接入TensorRT-LLM以及Tokenizers.cpp实现纯c++版本高性能LLM服务,兼容OpenAI接口协议,支持chat和function call模式,支持ai agent。
Created 2024-08-21
60 commits to master branch, last one 12 hours ago