【三年面试五年模拟】AIGC算法工程师面试秘籍。涵盖AIGC、传统深度学习、自动驾驶、AI Agent、机器学习、计算机视觉、自然语言处理、强化学习、大数据挖掘、具身智能、元宇宙、AGI等AI行业面试笔试干货经验与核心知识。

Ongoing research training transformer models at scale

Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows.

AI-powered ESG report generator for detailed, accurate, and customized ESG reports.

Question-and-Answer app to explore ESG reports using RAG-LLM

Comprehensive ESG dataset from Chinese listed companies' reports. Contains 8,467 annotated sentences with 36 topic labels and 2 quality labels. Ideal for evaluating ESG report completeness, automat…

使用 Qwen2ForSequenceClassification 简单实现文本分类任务。

TianGong-AI-Unstructure

Tool for converting LLMs from uni-directional to bi-directional by removing causal mask for tasks like classification and sentence embeddings. Compatible with 🤗 transformers.

Code for 'LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders'

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

Question and Answer based on Anything.

RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a focus on listwise reranking.

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

Firefly: 大模型训练工具，支持训练Qwen2.5、Qwen2、Yi1.5、Phi-3、Llama3、Gemma、MiniCPM、Yi、Deepseek、Orion、Xverse、Mixtral-8x7B、Zephyr、Mistral、Baichuan2、Llma2、Llama、Qwen、Baichuan、ChatGLM2、InternLM、Ziya2、Vicuna、Bloom等大模型

[ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning

Doing simple retrieval from LLM models at various context lengths to measure accuracy

An Easy-to-use, Scalable and High-performance RLHF Framework based on Ray (PPO & GRPO & REINFORCE++ & vLLM & Ray & Dynamic Sampling & Async Agentic RL)

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

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

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

Integrating ONgDB database into langchain ecosystem

中文LLaMA-2 & Alpaca-2大模型二期项目 + 64K超长上下文模型 (Chinese LLaMA-2 & Alpaca-2 LLMs with 64K long context models)

A series of large language models developed by Baichuan Intelligent Technology

High Accuracy and efficiency multi-task fine-tuning framework for Code LLMs. This work has been accepted by KDD 2024.

Home of StarCoder: fine-tuning & inference!

SoTA LLM for converting natural language questions to SQL queries