huggingface / large_language_model_training_playbookLinks
An open collection of implementation tips, tricks and resources for training large language models
☆481Updated 2 years ago
Alternatives and similar repositories for large_language_model_training_playbook
Users that are interested in large_language_model_training_playbook are comparing it to the libraries listed below
Sorting:
- An open collection of methodologies to help with successful training of large language models.☆511Updated last year
- Pipeline for pulling and processing online language model pretraining data from the web☆177Updated 2 years ago
- Reproduce results and replicate training fo T0 (Multitask Prompted Training Enables Zero-Shot Task Generalization)☆462Updated 2 years ago
- Build, evaluate, understand, and fix LLM-based apps☆490Updated last year
- Scaling Data-Constrained Language Models☆342Updated 3 months ago
- NeurIPS Large Language Model Efficiency Challenge: 1 LLM + 1GPU + 1Day☆257Updated last year
- Repo for the Belebele dataset, a massively multilingual reading comprehension dataset.☆335Updated 9 months ago
- Mistral: A strong, northwesterly wind: Framework for transparent and accessible large-scale language model training, built with Hugging F…☆575Updated last year
- Neural information retrieval / Semantic search / Bi-encoders☆174Updated 2 years ago
- LLM Workshop by Sourab Mangrulkar☆395Updated last year
- Task-based datasets, preprocessing, and evaluation for sequence models.☆587Updated 2 weeks ago
- Ask Me Anything language model prompting☆547Updated 2 years ago
- Used for adaptive human in the loop evaluation of language and embedding models.☆311Updated 2 years ago
- Crosslingual Generalization through Multitask Finetuning☆536Updated last year
- A framework for few-shot evaluation of autoregressive language models.☆105Updated 2 years ago
- Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: …☆337Updated 2 years ago
- Organize your experiments into discrete steps that can be cached and reused throughout the lifetime of your research project.☆563Updated last year
- This repository contains code for extending the Stanford Alpaca synthetic instruction tuning to existing instruction-tuned models such as…☆353Updated 2 years ago
- Central place for the engineering/scaling WG: documentation, SLURM scripts and logs, compute environment and data.☆1,006Updated last year
- Annotations of the interesting ML papers I read☆258Updated this week
- Datasets collection and preprocessings framework for NLP extreme multitask learning☆186Updated 2 months ago
- Code used for sourcing and cleaning the BigScience ROOTS corpus☆314Updated 2 years ago
- Code for fine-tuning Platypus fam LLMs using LoRA☆628Updated last year
- Open Instruction Generalist is an assistant trained on massive synthetic instructions to perform many millions of tasks☆210Updated last year
- SGPT: GPT Sentence Embeddings for Semantic Search☆873Updated last year
- simpleT5 is built on top of PyTorch-lightning⚡️ and Transformers🤗 that lets you quickly train your T5 models.☆399Updated 2 years ago
- DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection and Instruction-Aware Models for Conversational AI☆517Updated 8 months ago
- Place where folks can contribute to 🤗 community events☆426Updated last year
- batched loras☆346Updated 2 years ago
- Minimal code to train a Large Language Model (LLM).☆172Updated 3 years ago