主要记录大语言大模型（LLMs） 算法（应用）工程师相关的知识及面试题

Supercharge Your LLM Application Evaluations 🚀

GLM-4 series: Open Multilingual Multimodal Chat LMs | 开源多语言多模态对话模型

基于RAG的私有知识库问答系统

整理开源的中文大语言模型，以规模较小、可私有化部署、训练成本较低的模型为主，包括底座模型，垂直领域微调及应用，数据集与教程等。

Qwen2.5 is the large language model series developed by Qwen team, Alibaba Cloud.

The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud.

Chinese-Vicuna: A Chinese Instruction-following LLaMA-based Model —— 一个中文低资源的llama+lora方案，结构参考alpaca

Evaluating LLMs' multi-round chatting capability via assessing conversations generated by two LLM instances.

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

TensorFlow code and pre-trained models for BERT

Retrieval and Retrieval-augmented LLMs

飞桨可信AI

Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.

🎯 Task-oriented embedding tuning for BERT, CLIP, etc.

WordMultiSenseDisambiguation, chinese multi-wordsense disambiguation based on online bake knowledge base and semantic embedding similarity compute,基于百科知识库的中文词语多词义/义项获取与特定句子词语语义消歧.

Code repository for supporting the paper "Atlas Few-shot Learning with Retrieval Augmented Language Models",(https//arxiv.org/abs/2208.03299)

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

Deep Reinforcement Learning

Code for the paper Fine-Tuning Language Models from Human Preferences

Train transformer language models with reinforcement learning.

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

A Gradio web UI for Large Language Models with support for multiple inference backends.

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型