An open collection of methodologies to help with successful training of large language models.
☆569Feb 15, 2024Updated 2 years ago
Alternatives and similar repositories for llm_training_handbook
Users that are interested in llm_training_handbook are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An open collection of implementation tips, tricks and resources for training large language models☆506Mar 8, 2023Updated 3 years ago
- This repository includes the masking vocabulary used in the ICLR 2021 spotlight PMI-Masking paper☆14Aug 9, 2021Updated 5 years ago
- Open Instruction Generalist is an assistant trained on massive synthetic instructions to perform many millions of tasks☆210Jan 13, 2024Updated 2 years ago
- Pipeline for pulling and processing online language model pretraining data from the web☆179Jul 31, 2023Updated 3 years ago
- Long-context pretrained encoder-decoder models☆97Oct 28, 2022Updated 3 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- triple-encoders is a library for contextualizing distributed Sentence Transformers representations.☆15Sep 3, 2024Updated 2 years ago
- Robust recipes to align language models with human and AI preferences☆5,672May 26, 2026Updated 3 months ago
- Scaling Data-Constrained Language Models☆347Jun 28, 2025Updated last year
- **ARCHIVED** Filesystem interface to 🤗 Hub☆60Apr 6, 2023Updated 3 years ago
- Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.☆3,324Aug 13, 2026Updated 3 weeks ago
- LLM training code for Databricks foundation models☆4,443Mar 25, 2026Updated 5 months ago
- Minimalistic large language model 3D-parallelism training☆2,809May 26, 2026Updated 3 months ago
- Train transformer language models with reinforcement learning.☆19,233Updated this week
- Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).☆767Jul 20, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Large Language Model Text Generation Inference☆10,890Mar 21, 2026Updated 5 months ago
- ☆13Aug 23, 2024Updated 2 years ago
- Alpaca dataset from Stanford, cleaned and curated☆1,607Mar 7, 2026Updated 6 months ago
- Accessible large language models via k-bit quantization for PyTorch.☆8,462Updated this week
- Comprehensive analysis of difference in performance of QLora, Lora, and Full Finetunes.☆83Sep 10, 2023Updated 2 years ago
- Parallelformers: An Efficient Model Parallelization Toolkit for Deployment☆788Apr 24, 2023Updated 3 years ago
- 삼각형의 실전! Triton☆16Feb 15, 2024Updated 2 years ago
- Foundation Architecture for (M)LLMs☆3,139Apr 11, 2024Updated 2 years ago
- [EMNLP 2022] Training Language Models with Memory Augmentation https://arxiv.org/abs/2205.12674☆192Jun 14, 2023Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- General technology for enabling AI capabilities w/ LLMs and MLLMs☆4,467Jul 25, 2026Updated last month
- 🤗 Evaluate: A library for easily evaluating machine learning models and datasets.☆2,479Jul 6, 2026Updated 2 months ago
- 🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…☆9,847Updated this week
- Deep learning for dummies. All the practical details and useful utilities that go into working with real models.☆850Aug 12, 2026Updated 3 weeks ago
- 🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization…☆3,479Aug 24, 2026Updated last week
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆21,636Updated this week
- ☆11Jun 23, 2022Updated 4 years ago
- Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"☆1,857Jun 17, 2025Updated last year
- Repository for analysis and experiments in the BigCode project.☆126Mar 20, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Instruction Tuning with GPT-4☆4,332Jun 11, 2023Updated 3 years ago
- Implementation of COCO-LM, Correcting and Contrasting Text Sequences for Language Model Pretraining, in Pytorch☆46Mar 3, 2021Updated 5 years ago
- [ICML 2023] Exploring the Benefits of Training Expert Language Models over Instruction Tuning☆98Apr 26, 2023Updated 3 years ago
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities☆22,204Aug 26, 2026Updated last week
- annotated-transformer-kr☆15May 16, 2019Updated 7 years ago
- 🤗 AutoTrain Advanced☆4,612Jul 21, 2026Updated last month
- ☆19Sep 20, 2022Updated 3 years ago