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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
A curated list of awesome open-source libraries for production LLM
| Date | Stars |
|---|---|
| 2026-07-31 | 526 |
| 2026-08-02 | 527 |
| 2026-08-06 | 527 |
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# Awesome-Production-LLM This repository contains a curated list of awesome open-source projects for production large language models. ### Newly updated - [2024.12.27] 🔥A new cateogry [⛏️LLM Extraction / Parsing](#llm-extraction--parsing) has been added. - [2024.10.26] A new category [🤖LLM Agent Benchmarks](#llm-agent-benchmarks) has been added. - [2024.09.03] A new category [🎓LLM Courses / Education](#llm-courses--education) has been added. - [2024.08.01] A new category [🍳LLM Cookbook / Examples](#llm-cookbook--examples) has been added. Newly added projects are marked with 📌. ### Quick links |||| |---|---|---| | [📚LLM Data Preprocessing](#llm-data-preprocessing) | [🏋️♂️LLM Training / Finetuning](#llm-training--finetuning) | [📊LLM Evaluation Framework](#llm-evaluation-framework) | | [🚀LLM Serving / Inference](#llm-serving--inference) | [🛠️LLM Application / RAG](#llm-application--rag) | [⛏️LLM Extraction / Parsing](#llm-extraction--parsing) | | [🧐LLM Testing / Monitoring](#llm-testing--monitoring) | [🛡️LLM Guardrails / Security](#llm-guardrails--security) | [🍳LLM Cookbook / Examples](#llm-cookbook--examples) | | [🎓LLM Courses / Education](#llm-courses--education) | [🤖LLM Agent Benchmarks](#llm-agent-benchmarks) | ## LLM Data Preprocessing - [data-juicer](https://github.com/modelscope/data-juicer) (`ModelScope`)  A one-stop data processing system to make data higher-quality, juicier, and more digestible for (multimodal) LLMs! - [datatrove](https://github.com/huggingface/datatrove) (`HuggingFace`)  Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks. - [dolma](https://github.com/allenai/dolma) (`AllenAI`)  Data and tools for generating and inspecting OLMo pre-training data. - [NeMo-Curator](https://github.com/NVIDIA/NeMo-Curator) (`NVIDIA`)  Scalable toolkit for data curation - [dataverse](https://github.com/UpstageAI/dataverse) (`Upstage`)  The Universe of Data. All about data, data science, and data engineering - [EasyInstruct](https://github.com/zjunlp/EasyInstruct) (`ZJUNLP`)  An Easy-to-use Instruction Processing Framework for LLMs. - [data-prep-kit](https://github.com/IBM/data-prep-kit) (`IBM`)  Open source project for data preparation of LLM application builders - [dps](https://github.com/EleutherAI/dps) (`EleutherAI`)  Data processing system for polyglot ## LLM Training / Finetuning - [nanoGPT](https://github.com/karpathy/nanoGPT) (`karpathy`)  The simplest, fastest repository for training/finetuning medium-sized GPTs. - [LLaMA-Factory](https://github.com/hiyouga/LLaMA-Factory)  A WebUI for Efficient Fine-Tuning of 100+ LLMs (ACL 2024) - [unsloth](https://github.com/unslothai/unsloth) (`Unsloth AI`)  Finetune Llama 3.2, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory - [peft](https://github.com/huggingface/peft) (`HuggingFace`)  PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. - [llama-recipes](https://github.com/meta-llama/llama-recipes) (`Meta`) 
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Jeffrey (Dongkyu) Kim · NomaDamas · South Korea
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:6bca7588c08b1442, desc:curated list