huggingface / llm_training_handbookView external linksLinks
An open collection of methodologies to help with successful training of large language models.
☆554Feb 15, 2024Updated last year
Alternatives and similar repositories for llm_training_handbook
Users that are interested in llm_training_handbook are comparing it to the libraries listed below
Sorting:
- An open collection of implementation tips, tricks and resources for training large language models☆498Mar 8, 2023Updated 2 years ago
- Open Instruction Generalist is an assistant trained on massive synthetic instructions to perform many millions of tasks☆209Jan 13, 2024Updated 2 years ago
- Pipeline for pulling and processing online language model pretraining data from the web☆177Jul 31, 2023Updated 2 years ago
- This repository includes the masking vocabulary used in the ICLR 2021 spotlight PMI-Masking paper☆14Aug 9, 2021Updated 4 years ago
- **ARCHIVED** Filesystem interface to 🤗 Hub☆59Apr 6, 2023Updated 2 years ago
- Minimalistic large language model 3D-parallelism training☆2,544Dec 11, 2025Updated 2 months ago
- Long-context pretrained encoder-decoder models☆96Oct 28, 2022Updated 3 years ago
- Robust recipes to align language models with human and AI preferences☆5,495Sep 8, 2025Updated 5 months ago
- Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.☆2,885Updated this week
- Hugging Face Inference Toolkit used to serve transformers, sentence-transformers, and diffusers models.☆90Jan 9, 2026Updated last month
- Scaling Data-Constrained Language Models☆341Jun 28, 2025Updated 7 months ago
- Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).☆766Jul 20, 2023Updated 2 years ago
- Accessible large language models via k-bit quantization for PyTorch.☆7,939Jan 22, 2026Updated 3 weeks ago
- Large Language Model Text Generation Inference☆10,757Jan 8, 2026Updated last month
- Train transformer language models with reinforcement learning.☆17,360Updated this week
- Parallelformers: An Efficient Model Parallelization Toolkit for Deployment☆791Apr 24, 2023Updated 2 years ago
- 🏋️ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of O…☆328Sep 25, 2025Updated 4 months ago
- Alpaca dataset from Stanford, cleaned and curated☆1,581Apr 14, 2023Updated 2 years ago
- triple-encoders is a library for contextualizing distributed Sentence Transformers representations.☆15Sep 3, 2024Updated last year
- Foundation Architecture for (M)LLMs☆3,130Apr 11, 2024Updated last year
- General technology for enabling AI capabilities w/ LLMs and MLLMs☆4,284Dec 22, 2025Updated last month
- 🤗 Evaluate: A library for easily evaluating machine learning models and datasets.☆2,413Jan 20, 2026Updated 3 weeks ago
- Comprehensive analysis of difference in performance of QLora, Lora, and Full Finetunes.☆83Sep 10, 2023Updated 2 years ago
- Repository for analysis and experiments in the BigCode project.☆128Mar 20, 2024Updated last year
- 🤗 AutoTrain Advanced☆4,555Jan 26, 2026Updated 2 weeks ago
- Deep learning for dummies. All the practical details and useful utilities that go into working with real models.☆829Jul 29, 2025Updated 6 months ago
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆20,619Updated this week
- 🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization…☆3,279Jan 15, 2026Updated 3 weeks ago
- 🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…☆9,491Feb 6, 2026Updated last week
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities☆22,021Jan 23, 2026Updated 3 weeks ago
- annotated-transformer-kr☆15May 16, 2019Updated 6 years ago
- Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"☆1,814Jun 17, 2025Updated 7 months ago
- Toolkit for creating, sharing and using natural language prompts.☆2,997Oct 23, 2023Updated 2 years ago
- [EMNLP 2022] Training Language Models with Memory Augmentation https://arxiv.org/abs/2205.12674☆195Jun 14, 2023Updated 2 years ago
- A modular RL library to fine-tune language models to human preferences☆2,377Mar 1, 2024Updated last year
- Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀☆1,689Oct 23, 2024Updated last year
- A collection of open-source dataset to train instruction-following LLMs (ChatGPT,LLaMA,Alpaca)☆1,143Jan 4, 2024Updated 2 years ago
- Tools for merging pretrained large language models.☆6,783Jan 26, 2026Updated 2 weeks ago
- Ongoing research training transformer models at scale☆15,162Updated this week