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Phi2-Chinese-0.2B 从0开始训练自己的Phi2中文小模型，支持接入langchain加载本地知识库做检索增强生成RAG。Training your own Phi2 small chat model from scratch.
中文对话0.2B小模型（ChatLM-Chinese-0.2B），开源所有数据集来源、数据清洗、tokenizer训练、模型预训练、SFT指令微调、RLHF优化等流程的全部代码。支持下游任务sft微调，给出三元组信息抽取微调示例。
A large-scale information-rich web dataset, featuring millions of real clicked query-document labels
(RAG) Developing a chatbot capable of utilizing PDF files as a knowledge base to answer questions. Additionally, we employed the vision capability of GPT-4V to identify and describe graphs from eac…
🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.
Parser Building Toolkit for JavaScript
A modular graph-based Retrieval-Augmented Generation (RAG) system
【三年面试五年模拟】算法工程师秘籍。涵盖AIGC、传统深度学习、自动驾驶、机器学习、计算机视觉、自然语言处理、具身智能、元宇宙、AGI、SLAM等AI行业面试笔试经验分享
LLMs interview notes and answers:该仓库主要记录大模型（LLMs）算法工程师相关的面试题和参考答案
PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models
Python Vector Search tutorial generated using gpt4
code for piccolo embedding model from SenseTime
The Supabase for RAG - R2R lets you build, scale, and manage user-facing Retrieval-Augmented Generation applications in production.
Qwen2 is the large language model series developed by Qwen team, Alibaba Cloud.
Repo for "Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture"
A Multilingual Instruction Dataset on Code and trained on large language models.
Daily updated LLM papers. 每日更新 LLM 相关的论文，欢迎订阅 👏 喜欢的话动动你的小手 🌟 一个
Fast and memory-efficient exact attention
Power CLI and Workflow manager for LLMs (core package)
Demonstration of agentic capabilities in TypeScript
NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.
[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings
LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities
A transactional, relational-graph-vector database that uses Datalog for query. The hippocampus for AI!