Sunburst0614

Sunburst0614's Stars

• Hoper-J/AI-Guide-and-Demos-zh_CN

  这是一份入门AI/LLM大模型的逐步指南，包含教程和演示代码，带你从API走进本地大模型部署和微调，代码文件会提供Kaggle或Colab在线版本，即便没有显卡也可以进行学习。项目中还开设了一个小型的代码游乐场🎡，你可以尝试在里面实验一些有意思的AI脚本。同时，包含李宏毅 (HUNG-YI LEE）2024生成式人工智能导论课程的完整中文镜像作业。

  Language:Python37942

• yuanzhoulvpi2017/zero_nlp

  中文nlp解决方案(大模型、数据、模型、训练、推理)

  Language:Jupyter Notebook3.1k371

• jsksxs360/How-to-use-Transformers

  Transformers 库快速入门教程

  Language:Python1.2k151

• hellotransformers/Natural_Language_Processing_with_Transformers

  Natural Language Processing with Transformers 中译本，最权威Transformers教程

  41895

• nlp-with-transformers/notebooks

  Jupyter notebooks for the Natural Language Processing with Transformers book

  Language:Jupyter Notebook3.9k1.2k

• mlabonne/llm-course

  Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

  Language:Jupyter Notebook40k4.2k

• DSXiangLi/CTR

  CTR模型代码和学习笔记总结

  Language:Python38094

• hrwleo/dwnlpinterview

  Datawhale NLP 面筋

  174181

• huggingface/transformers

  🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

  Language:Python136k27.3k

• datawhalechina/so-large-lm

  大模型基础: 一文了解大模型基础知识

  3.2k284

• zyxdtk/RecSys-Notes

  记录推荐系统相关的面试题、优化经验

  272

• hannawong/MLE-interview

  该仓库记录搜索推荐算法工程师的必备面试知识点+paper

  19724

• hongleizhang/RSPapers

  RSTutorials: A Curated List of Must-read Papers on Recommender System.

  6.2k1.4k

• eclipse-sumo/sumo

  Eclipse SUMO is an open source, highly portable, microscopic and continuous traffic simulation package designed to handle large networks. It allows for intermodal simulation including pedestrians and comes with a large set of tools for scenario creation.

  Language:C++2.6k1.5k

• SakanaAI/evolutionary-model-merge

  Official repository of Evolutionary Optimization of Model Merging Recipes

  Language:Python1.2k92

• arcee-ai/mergekit

  Tools for merging pretrained large language models.

  Language:Python4.9k458

• sangmichaelxie/doremi

  Pytorch implementation of DoReMi, a method for optimizing the data mixture weights in language modeling datasets

  Language:HTML31134

• BHOSC/BUAAthesis

  北航毕设论文LaTeX模板

  Language:TeX1k290

• wdndev/llm_interview_note

  主要记录大语言大模型（LLMs） 算法（应用）工程师相关的知识及面试题

  Language:HTML4.2k474

• DLLXW/baby-llama2-chinese

  用于从头预训练+SFT一个小参数量的中文LLaMa2的仓库；24G单卡即可运行得到一个具备简单中文问答能力的chat-llama2.

  Language:Python2.6k315

• modelscope/data-juicer

  Making data higher-quality, juicier, and more digestible for foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷为大模型提供更高质量、更丰富、更易”消化“的数据！

  Language:Python3.1k186

• afatcoder/LeetcodeTop

  汇总各大互联网公司容易考察的高频leetcode题🔥

  18.8k2.7k

• microsoft/LMOps

  General technology for enabling AI capabilities w/ LLMs and MLLMs

  Language:Python3.7k283

• datawhalechina/self-llm

  《开源大模型食用指南》针对**宝宝量身打造的基于Linux环境快速微调（全参数/Lora）、部署国内外开源大模型（LLM）/多模态大模型（MLLM）教程

  Language:Jupyter Notebook10.2k1.2k

• CASIA-LM/ChineseWebText

  Language:Python16114

• facebookresearch/SemDeDup

  Code for "SemDeDup", a simple method for identifying and removing semantic duplicates from a dataset (data pairs which are semantically similar, but not exactly identical).

  Language:Python11713

• ChenghaoMou/text-dedup

  All-in-one text de-duplication

  Language:Python63371

• p-lambda/dsir

  DSIR large-scale data selection framework for language model training

  Language:Python23419

• google-research/deduplicate-text-datasets

  Language:Rust1.1k111

• google/sentencepiece

  Unsupervised text tokenizer for Neural Network-based text generation.

  Language:C++10.4k1.2k