bigscience-workshop / data-preparation
Code used for sourcing and cleaning the BigScience ROOTS corpus
☆306Updated last year
Alternatives and similar repositories for data-preparation:
Users that are interested in data-preparation are comparing it to the libraries listed below
- Pytorch implementation of DoReMi, a method for optimizing the data mixture weights in language modeling datasets☆313Updated last year
- DSIR large-scale data selection framework for language model training☆242Updated 9 months ago
- train llama on a single A100 80G node using 🤗 transformers and 🚀 Deepspeed Pipeline Parallelism☆212Updated last year
- Finetuning LLaMA with RLHF (Reinforcement Learning with Human Feedback) based on DeepSpeed Chat☆109Updated last year
- Codebase for RetroMAE and beyond.☆246Updated 7 months ago
- Inspired by google c4, here is a series of colossal clean data cleaning scripts focused on CommonCrawl data processing. Including Chinese…☆119Updated last year
- All available datasets for Instruction Tuning of Large Language Models☆240Updated last year
- InsTag: A Tool for Data Analysis in LLM Supervised Fine-tuning☆236Updated last year
- All-in-one text de-duplication☆648Updated 7 months ago
- Collection of training data management explorations for large language models☆302Updated 5 months ago
- https://acl2023-retrieval-lm.github.io/☆154Updated last year
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆524Updated last month
- [ACL'24 Outstanding] Data and code for L-Eval, a comprehensive long context language models evaluation benchmark☆368Updated 6 months ago
- ☆104Updated last year
- Official repository of NEFTune: Noisy Embeddings Improves Instruction Finetuning☆388Updated 8 months ago
- ☆161Updated last year
- Ongoing research training transformer language models at scale, including: BERT & GPT-2☆69Updated last year
- What's In My Big Data (WIMBD) - a toolkit for analyzing large text datasets☆200Updated 2 months ago
- 🐋 An unofficial implementation of Self-Alignment with Instruction Backtranslation.☆136Updated 6 months ago
- A repository sharing the literatures about long-context large language models, including the methodologies and the evaluation benchmarks☆255Updated 5 months ago
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆400Updated 2 months ago
- [ACL 2024 Demo] Official GitHub repo for UltraEval: An open source framework for evaluating foundation models.☆230Updated 2 months ago
- [ACL 2024] Long-Context Language Modeling with Parallel Encodings☆154Updated 7 months ago
- A Multi-Turn Dialogue Corpus based on Alpaca Instructions☆164Updated last year
- Fast Inference Solutions for BLOOM☆563Updated 3 months ago
- ☆173Updated last year
- ☆247Updated 5 months ago
- ☆276Updated 8 months ago
- ☆268Updated last year
- Codes for the paper "∞Bench: Extending Long Context Evaluation Beyond 100K Tokens": https://arxiv.org/abs/2402.13718☆303Updated 3 months ago