Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.

Llama中文社区，Llama3在线体验和微调模型已开放，实时汇总最新Llama3学习资料，已将所有代码更新适配Llama3，构建最好的中文Llama大模型，完全开源可商用

深度学习经典、新论文逐段精读

Scripts for fine-tuning Meta Llama with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting…

Composable building blocks to build Llama Apps

Set of tools to assess and improve LLM security.

Utilities intended for use with Llama models.

Inference code for Llama models

[ACL2024] T-Eval: Evaluating Tool Utilization Capability of Large Language Models Step by Step

An LLM-based autonomous agent controlling real-world applications via RESTful APIs

JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

LangChain 的中文入门教程

A new tool learning benchmark aiming at well-balanced stability and reality, based on ToolBench.

🦜🔗 Build context-aware reasoning applications

A list of AI autonomous agents

ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings - NeurIPS 2023 (oral)

This is the repository for the Tool Learning survey.

Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)

A PyTorch implementation of the Transformer model in "Attention is All You Need".

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

[NeurIPS 2023] Reflexion: Language Agents with Verbal Reinforcement Learning

The official Meta Llama 3 GitHub site

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

[ICLR'24 spotlight] An open platform for training, serving, and evaluating large language model for tool learning.

A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance in Text-to-SQL

AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents

Transformer related optimization, including BERT, GPT

🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming

本项目将收集因审查而被删除的关于华为公司的笑话。欢迎大家投稿。