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rayjue's Projects

mindsearch

🔍 An LLM-based Multi-agent Framework of Web Search Engine (like Perplexity.ai Pro and SearchGPT)

minichain

A tiny library for coding with large language models.

minigpt-4

MiniGPT-4: Enhancing Vision-language Understanding with Advanced Large Language Models

minillama3

llama3的迷你版本，包括了从0-1构造数据，训练tokenizer，pt，sft，dpo的全流程

mini_llm

This is a repository used by individuals to experiment and reproduce the pre-training process of LLM.

mlp

The Multilayer Perceptron Language Model

Bring multimodality to the LLaMA model by leveraging ImageBind as the modal encoder. This project supports vision input (both images and short videos) to the LLaMA model, with text output generated by LLaMA.

mmc

[NAACL 2024] MMC: Advancing Multimodal Chart Understanding with LLM Instruction Tuning

moa

MOA is an open source framework for Big Data stream mining. It includes a collection of machine learning algorithms (classification, regression, clustering, outlier detection, concept drift detection and recommender systems) and tools for evaluation.

moa_new

Together Mixture-Of-Agents (MoA) – 65.1% on AlpacaEval with OSS models

moelora-peft

[SIGIR'24] The official implementation code of MOELoRA.

moneyprinterturbo

利用大模型，一键生成短视频

moss

An open-source tool-augmented conversational language model from Fudan University

mrc_competition_dureader

机器阅读理解冠军/亚军代码及中文预训练MRC模型

ms-swift

Use PEFT or Full-parameter to finetune 300+ LLMs or 80+ MLLMs. (Qwen2, GLM4v, Internlm2.5, Yi, Llama3.1, Llava-Video, Internvl2, MiniCPM-V-2.6, Deepseek, Baichuan2, Gemma2, Phi3-Vision, ...)

multimodal-table-understanding

Dataset and Code for our ACL 2024 paper: "Multimodal Table Understanding". We propose the first large-scale Multimodal IFT and PT Dataset for table understanding and develop a generalist tabular MLLM Table-LLaVA.

multi_token

Embed arbitrary modalities (images, audio, documents, etc) into large language models.

muti-labels_prompt_pretained_textcls

neo4j-graphrag-python

Neo4j GraphRAG for Python

nkb

code for "Neural Knowledge Bank for Pretrained Transformers"

nlg-yongzhuo

中文文本生成（NLG）之文本摘要（text summarization）工具包, 语料数据(corpus data), 抽取式摘要 Extractive text summary of Lead3、keyword、textrank、text teaser、word significance、LDA、LSI、NMF。（graph，feature，topic model，summarize tool or tookit）

nlp-algorithm

nlp分析工具是一款基于NLP开源算法和模型库（jieba、spacy、paddlenlp）对文本数据进行向量化，然后通过机器学习算法（聚类、主成分分析、图网络GraphicalLasso）对文本数据词向量之间进行关联性分析的小工具。

nlpcc2024_regulatingllm

[NLPCC 2024] Shared Task 10: Regulating Large Language Models

nlper-arsenal

收录NLP竞赛策略实现、各任务baseline、相关竞赛经验贴（当前赛事、往期赛事、训练赛）、NLP会议时间、常用自媒体、GPU推荐等，持续更新中

notus

Notus is a collection of fine-tuned LLMs using SFT, DPO, SFT+DPO, and/or any other RLHF techniques, while always keeping a data-first approach

offlinerl

A collection of offline reinforcement learning algorithms.

ollama

Get up and running with Llama 2, Mistral, Gemma, and other large language models.

ollama_proxy_server

A proxy server for multiple ollama instances with Key security

omost

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open-assistant

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

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