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Models & ML

LLM Training

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1microsoft/generative-ai-for-beginners21 Lessons, Get Started Building with Generative AIJupyter Notebooktutorialaichatgpt121.9k2rasbt/LLMs-from-scratchImplement a ChatGPT-like LLM in PyTorch from scratch, step by stepJupyter Notebooktutorialgptlarge-language-models107.1k3deepseek-ai/DeepSeek-V3PythonlibraryPyPIdeepseekllm104.6k4deepseek-ai/DeepSeek-R1libraryllmreasoning91.9k5mlabonne/llm-courseCourse to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.tutorialcoursellm84.6k6unslothai/unslothLocal UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4.1, MiniMax-H3, Gemma 4, FLUX and more.PythonappPyPIfine-tuningllama78.4k7hiyouga/LlamaFactoryUnified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)PythonlibraryPyPIfine-tuningllama75.6k8jingyaogong/minimind🧠 Train a 64M-parameter LLM from scratch in just 2h!PythonlibraryPyPIartificial-intelligencelarge-language-model64.2k9karpathy/nanoGPTThe simplest, fastest repository for training/finetuning medium-sized GPTs.PythonlibraryPyPIgpttraining64k10karpathy/nanochatThe best ChatGPT that $100 can buy.PythonlibraryPyPIllmtraining58.8k11Lordog/dive-into-llms《动手学大模型Dive into LLMs》系列编程实践教程Jupyter Notebooktutorialllmtutorial57.2k12shiyu-coder/KronosKronos: A Foundation Model for the Language of Financial MarketsPythonlibraryPyPIfoundation-modelfinance42.9k13hpcaitech/ColossalAIMaking large AI models cheaper, faster and more accessiblePythonlibraryPyPIdeep-learninghpc41.4k14zai-org/ChatGLM-6BChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型PythonlibraryPyPIllmchatbot40.9k15karpathy/LLM101nLLM101n: Let's build a Storytellertutorialllmtutorial37.5k16p-e-w/hereticFully automatic censorship removal for language modelsPythoncliPyPIabliterationllm36.1k17datawhalechina/happy-llm📚 从零开始构建大模型Jupyter Notebooktutorialagentllm34.5k18datawhalechina/self-llm《开源大模型食用指南》针对中国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Jupyter Notebooktutorialllmchatglm32.6k19karpathy/llm.cLLM training in simple, raw C/CUDACudalibraryllmcuda31.2k20tatsu-lab/stanford_alpacaCode and documentation to train Stanford's Alpaca models, and generate the data.PythonlibraryPyPIdeep-learninginstruction-following30.2k21HandsOnLLM/Hands-On-Large-Language-ModelsOfficial code repo for the O'Reilly Book - "Hands-On Large Language Models"Jupyter Notebooktutorialartificial-intelligencebook29.8k22meta-llama/llama3The official Meta Llama 3 GitHub sitePythonlibraryPyPIllmmeta29.2k23mlflow/mlflowThe open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.PythonlibraryPyPImachine-learningai28.5k24QwenLM/Qwen3Qwen3 is the large language model series developed by Qwen team, Alibaba Cloud.PythonlibraryPyPIllmqwen27.7k
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