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[ICCV 2023] CLIP-Driven Universal Model; Rank first in MSD Competition.
Question and Answer based on Anything.
HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge across external documents. RAG + Knowledge Graphs + Personalized PageRank.
This is a continuously updated handbook for readers to easily track the latest NL2SQL techniques in the literature and provide practical guidance for researchers and practitioners.
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)
LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-context QA
Easy-to-use,Modular and Extendible package of deep-learning based CTR models .
面向开发者的 LLM 入门教程,吴恩达大模型系列课程中文版
DSPy: The framework for programming—not prompting—foundation models
Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT,Cross Encoder
[SIGIR'24] The official implementation code of MOELoRA.
State-of-the-art Parameter-Efficient MoE Fine-tuning Method
[ACL 2024 Demo] Official GitHub repo for UltraEval: An open source framework for evaluating foundation models.
We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tuning) together for easy use. We welcome open-source enthusiasts…
[NeurIPS 2023] Large Language Models Are Semi-Parametric Reinforcement Learning Agents
Implementation of Nougat Neural Optical Understanding for Academic Documents
A one-stop, open-source, high-quality data extraction tool, supports PDF/webpage/e-book extraction.一站式开源高质量数据提取工具,支持PDF/网页/多格式电子书提取。
PDF GPT allows you to chat with the contents of your PDF file by using GPT capabilities. The most effective open source solution to turn your pdf files in a chatbot!