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algorithms

Minimal examples of data structures and algorithms in Python

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.

bipropagation

chatlm-mini-chinese

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。

chinese-llama-alpaca

中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)

chinese-poetry

A dataset under construction of Chinese Poetry 中文古文诗词数据集,，近1,4000诗人, 107,891唐诗，275,581宋词。

classical-modern

非常全的文言文（古文）-现代文平行语料

coloring-t-sne

Exploration of methods for coloring t-SNE.

deeplearning_lhy21_notes

深度学习 李宏毅 2021 学习笔记

fanqiang

翻墙-科学上网

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano.

lectures-labs

Slides and Jupyter notebooks for the Deep Learning lectures at M2 Data Science Université Paris Saclay

lit-gpt

Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

matlab

mingpt

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

ml2021-spring

李宏毅 (Hung-Yi Lee) 機器學習 Machine Learning 2021 Spring

movenet

Google's Next Gen Pose Estimation in PyTorch

nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

openbilibili-go-common

🙈！🙉！🙊！我不清楚这些是啥… 想谈道德的请把出门右转996.icu！

phx

9Android 客户端，突破游客每天观看10次视频的限制，还可以下载视频

prompt-engineering-guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

simple_llm_ppo

skywork

Skywork series models are pre-trained on 3.2TB of high-quality multilingual (mainly Chinese and English) and code data. We have open-sourced the model, training data, evaluation data, evaluation methods, etc. 天工系列模型在3.2TB高质量多语言和代码数据上进行预训练。我们开源了模型参数，训练数据，评估数据，评估方法。

sparkinternals

Notes talking about the design and implementation of Apache Spark

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-zh

谷歌全新开源人工智能系统TensorFlow官方文档中文版

the-algorithm

Source code for Twitter's Recommendation Algorithm