huggingface / large_language_model_training_playbookLinks
An open collection of implementation tips, tricks and resources for training large language models
☆498Updated 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.☆554Updated last year
- Pipeline for pulling and processing online language model pretraining data from the web☆177Updated 2 years ago
- NeurIPS Large Language Model Efficiency Challenge: 1 LLM + 1GPU + 1Day☆260Updated 2 years ago
- Mistral: A strong, northwesterly wind: Framework for transparent and accessible large-scale language model training, built with Hugging F…☆577Updated 2 years ago
- Build, evaluate, understand, and fix LLM-based apps☆492Updated 2 years ago
- Scaling Data-Constrained Language Models☆341Updated 7 months ago
- Organize your experiments into discrete steps that can be cached and reused throughout the lifetime of your research project.☆566Updated last year
- LLM Workshop by Sourab Mangrulkar☆401Updated last year
- Repo for the Belebele dataset, a massively multilingual reading comprehension dataset.☆340Updated last year
- Reproduce results and replicate training fo T0 (Multitask Prompted Training Enables Zero-Shot Task Generalization)☆465Updated 3 years ago
- Neural information retrieval / Semantic search / Bi-encoders☆175Updated 2 years ago
- Open Instruction Generalist is an assistant trained on massive synthetic instructions to perform many millions of tasks☆209Updated 2 years ago
- Ask Me Anything language model prompting☆548Updated 2 years ago
- Code for fine-tuning Platypus fam LLMs using LoRA☆630Updated 2 years ago
- Fast & Simple repository for pre-training and fine-tuning T5-style models☆1,019Updated last year
- Task-based datasets, preprocessing, and evaluation for sequence models.☆594Updated last week
- DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection and Instruction-Aware Models for Conversational AI☆520Updated last year
- simpleT5 is built on top of PyTorch-lightning⚡️ and Transformers🤗 that lets you quickly train your T5 models.☆400Updated 2 years ago
- Code for Multilingual Eval of Generative AI paper published at EMNLP 2023☆72Updated last year
- Used for adaptive human in the loop evaluation of language and embedding models.☆308Updated 2 years ago
- Minimal code to train a Large Language Model (LLM).☆170Updated 3 years ago
- Annotations of the interesting ML papers I read☆275Updated last month
- A repository for research on medium sized language models.☆531Updated 8 months ago
- Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: …☆340Updated 2 years ago
- A framework for few-shot evaluation of autoregressive language models.☆106Updated 2 years ago
- Datasets collection and preprocessings framework for NLP extreme multitask learning☆192Updated 7 months ago
- Original Implementation of Prompt Tuning from Lester, et al, 2021☆698Updated 11 months ago
- Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch☆879Updated 2 years ago
- Salesforce open-source LLMs with 8k sequence length.☆723Updated last year
- Place where folks can contribute to 🤗 community events☆427Updated 2 years ago