An open collection of methodologies to help with successful training of large language models.
☆555Feb 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☆496Mar 8, 2023Updated 3 years ago
- This repository includes the masking vocabulary used in the ICLR 2021 spotlight PMI-Masking paper☆14Aug 9, 2021Updated 4 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☆178Jul 31, 2023Updated 2 years ago
- Long-context pretrained encoder-decoder models☆96Oct 28, 2022Updated 3 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- triple-encoders is a library for contextualizing distributed Sentence Transformers representations.☆15Sep 3, 2024Updated last year
- Minimalistic large language model 3D-parallelism training☆2,617Feb 19, 2026Updated last month
- Robust recipes to align language models with human and AI preferences☆5,535Sep 8, 2025Updated 6 months ago
- Scaling Data-Constrained Language Models☆342Jun 28, 2025Updated 9 months ago
- **ARCHIVED** Filesystem interface to 🤗 Hub☆59Apr 6, 2023Updated 2 years ago
- Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.☆2,965Mar 16, 2026Updated last week
- Large Language Model Text Generation Inference☆10,812Jan 8, 2026Updated 2 months ago
- Train transformer language models with reinforcement learning.☆17,781Updated 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 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- ☆13Aug 23, 2024Updated last year
- Alpaca dataset from Stanford, cleaned and curated☆1,583Mar 7, 2026Updated 2 weeks ago
- Accessible large language models via k-bit quantization for PyTorch.☆8,078Updated 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☆791Apr 24, 2023Updated 2 years ago
- General technology for enabling AI capabilities w/ LLMs and MLLMs☆4,310Updated this week
- 삼각형의 실전! Triton☆16Feb 15, 2024Updated 2 years ago
- [EMNLP 2022] Training Language Models with Memory Augmentation https://arxiv.org/abs/2205.12674☆195Jun 14, 2023Updated 2 years ago
- 🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…☆9,580Updated this week
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- Hugging Face Inference Toolkit used to serve transformers, sentence-transformers, and diffusers models.☆90Mar 13, 2026Updated 2 weeks ago
- 🤗 Evaluate: A library for easily evaluating machine learning models and datasets.☆2,434Mar 10, 2026Updated 2 weeks ago
- Foundation Architecture for (M)LLMs☆3,137Apr 11, 2024Updated last year
- 🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization…☆3,332Mar 13, 2026Updated 2 weeks ago
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆20,841Mar 18, 2026Updated last week
- Deep learning for dummies. All the practical details and useful utilities that go into working with real models.☆836Mar 15, 2026Updated last week
- ☆11Jun 23, 2022Updated 3 years ago
- Instruction Tuning with GPT-4☆4,337Jun 11, 2023Updated 2 years ago
- Repository for analysis and experiments in the BigCode project.☆128Mar 20, 2024Updated 2 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"☆1,832Jun 17, 2025Updated 9 months ago
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities☆22,059Jan 23, 2026Updated 2 months ago
- [ICML 2023] Exploring the Benefits of Training Expert Language Models over Instruction Tuning☆98Apr 26, 2023Updated 2 years ago
- 🤗 AutoTrain Advanced☆4,566Jan 26, 2026Updated 2 months ago
- Implementation of COCO-LM, Correcting and Contrasting Text Sequences for Language Model Pretraining, in Pytorch☆46Mar 3, 2021Updated 5 years ago
- annotated-transformer-kr☆15May 16, 2019Updated 6 years ago
- ☆19Sep 20, 2022Updated 3 years ago