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Zhi-guo Huang's Projects

deepke-fork icon deepke-fork

An Open Toolkit for Knowledge Graph Extraction and Construction published at EMNLP2022 System Demonstrations.

fast-chatchat icon fast-chatchat

FastChat中文注释见cn_annotation分支,新特性见readme

fastllm-fork icon fastllm-fork

纯c++的全平台llm加速库,支持python调用,chatglm-6B级模型单卡可达10000+token / s,支持glm, llama, moss基座,手机端流畅运行

gptcache-dev icon gptcache-dev

Semantic cache for LLMs. Fully integrated with LangChain and llama_index.

inference-dev icon inference-dev

Replace OpenAI GPT with another LLM in your app by changing a single line of code. Xinference gives you the freedom to use any LLM you need. With Xinference, you're empowered to run inference with any open-source language models, speech recognition models, and multimodal models, whether in the cloud, on-premises, or even on your laptop.

lightchat icon lightchat

一个用于提供LLM服务的轻量级工具

lit-llama-cn-annotated icon lit-llama-cn-annotated

Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

qlora-zero-cn icon qlora-zero-cn

qlora+zero算法,加速模型训练,降低显存要求; qlora各模块的中文注释

tensorrt-llm-dev icon tensorrt-llm-dev

TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.

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