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rasbt / LLMs-from-scratch

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

python machine-learning natural-language-processing ai deep-learning tokenizer transformers pytorch artificial-intelligence gpt language-model attention-mechanism from-scratch finetuning pretraining large-language-models llm generative-ai instruction-tuning

Updated Sep 10, 2026
Jupyter Notebook

Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services

python machine-learning ai pytorch llama finetuning llm langchain vllm llama2

Updated May 19, 2026
Jupyter Notebook

linkedin / Liger-Kernel

Star

Efficient Triton Kernels for LLM Training

triton llama hacktoberfest mistral finetuning llms llm-training llama3 phi3 gemma2 triton-kernels

Updated Sep 13, 2026
Python

h2oai / h2o-llmstudio

Star

H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/

ai chatbot llama gpt generative fedramp fine-tuning finetuning llm generative-ai chatgpt llm-training llama2

Updated Sep 8, 2026
Python

microsoft / FLAML

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A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

python data-science machine-learning natural-language-processing deep-learning random-forest scikit-learn jupyter-notebook tabular-data regression tuning hyperparameter-optimization classification natural-language-generation automl automated-machine-learning finetuning timeseries-forecasting hyperparam

Updated Sep 13, 2026
Jupyter Notebook

LazyAGI / LazyLLM

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Easiest and laziest way for building multi-agent LLMs applications.

data framework deep-learning documentation-tool agents finetuning rag knowlege-graph ai-agent llm llms langchain llamaindex lazyllm

Updated Sep 9, 2026
Python

eosphoros-ai / Awesome-Text2SQL

Star

Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.

nlp awesome ai deep-learning test survey hacktoberfest finetuning text-to-sql nl2sql text2sql datset llm hacktoberfest2024 text2dsl nl-to-sql text2api

Updated Jan 26, 2026

Dataherald / dataherald

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Interact with your SQL database, Natural Language to SQL using LLMs

sql database ai finetuning text-to-sql rag llm nl-to-sql

Updated Jul 24, 2024
Python

learnables / learn2learn

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A PyTorch Library for Meta-learning Research

pytorch maml meta-learning few-shot finetuning meta-rl metalearning learning2learn learn2learn meta-descent meta-optimization

Updated Dec 16, 2025
Python

stochasticai / xTuring

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Build, personalize and control your own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: https://discord.gg/TgHXuSJEk6

adapter deep-learning llama lora quantization language-model mistral fine-tuning peft finetuning mixed-precision gpt-2 gpt-j llm generative-ai gen-ai

Updated Sep 12, 2026
Python

adithya-s-k / AI-Engineering.academy

Sponsor

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Mastering Applied AI, One Concept at a Time

python inference quantization fine-tuning finetuning large-language-models llm finetuning-llms

Updated Feb 27, 2026
Jupyter Notebook

SocialAI-tianji / Tianji

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制作懂人情世故的大语言模型 | 涵盖提示词工程、RAG、Agent、LLM微调教程

prompt gpt finetuning rag llm qwen

Updated Apr 29, 2025
Python

jina-ai / finetuner

Star

🎯 Task-oriented embedding tuning for BERT, CLIP, etc.

metric-learning transfer-learning pretrained-models bert triplet-loss siamese-network fine-tuning finetuning few-shot-learning negative-sampling similarity-learning neural-search jina openai-clip

Updated Mar 11, 2024
Python

xing61 / zzz-api

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企业级稳定的OpenAI、Claude、Gemini等的API接口-For企业和开发者。OpenAI的api proxy，支持ChatGPT的API调用，支持Anthropic claude的官方接口形式，支持Google gemini的官方接口形式，支持：gpt-5，sora。不需要openai Key, 不需要买openai的账号，不需要美元的银行卡，通通不用的，直接调用就行，稳定好用！！智增增