sangmichaelxie / doremiLinks
Pytorch implementation of DoReMi, a method for optimizing the data mixture weights in language modeling datasets
☆350Updated 2 years ago
Alternatives and similar repositories for doremi
Users that are interested in doremi are comparing it to the libraries listed below
Sorting:
- DSIR large-scale data selection framework for language model training☆269Updated last year
- A large-scale, fine-grained, diverse preference dataset (and models).☆361Updated 2 years ago
- [ACL'24 Outstanding] Data and code for L-Eval, a comprehensive long context language models evaluation benchmark☆389Updated last year
- Official repository of NEFTune: Noisy Embeddings Improves Instruction Finetuning☆409Updated last year
- Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models☆269Updated last year
- ☆282Updated last year
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆512Updated last year
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆584Updated last year
- RewardBench: the first evaluation tool for reward models.☆683Updated 2 weeks ago
- Implementation of paper Data Engineering for Scaling Language Models to 128K Context☆484Updated last year
- ☆273Updated 2 years ago
- A repository sharing the literatures about long-context large language models, including the methodologies and the evaluation benchmarks☆272Updated last year
- Codes for the paper "∞Bench: Extending Long Context Evaluation Beyond 100K Tokens": https://arxiv.org/abs/2402.13718☆370Updated last year
- Datasets for Instruction Tuning of Large Language Models☆260Updated 2 years ago
- InsTag: A Tool for Data Analysis in LLM Supervised Fine-tuning☆284Updated 2 years ago
- Rectified Rotary Position Embeddings☆387Updated last year
- [EMNLP 2023] Adapting Language Models to Compress Long Contexts☆327Updated last year
- ☆341Updated 7 months ago
- RLHF implementation details of OAI's 2019 codebase☆197Updated 2 years ago
- ☆322Updated last year
- 🐋 An unofficial implementation of Self-Alignment with Instruction Backtranslation.☆137Updated 8 months ago
- This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.☆551Updated last year
- Code and data for "Lost in the Middle: How Language Models Use Long Contexts"☆373Updated 2 years ago
- [ACL 2024] Long-Context Language Modeling with Parallel Encodings☆168Updated last year
- [ICML'24] Data and code for our paper "Training-Free Long-Context Scaling of Large Language Models"☆445Updated last year
- Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"☆534Updated last year
- [EMNLP 2024] LongAlign: A Recipe for Long Context Alignment of LLMs☆260Updated last year
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆639Updated last year
- [ICLR 2025] 🧬 RegMix: Data Mixture as Regression for Language Model Pre-training (Spotlight)☆185Updated 11 months ago
- ACL 2024 | LooGLE: Long Context Evaluation for Long-Context Language Models☆194Updated last year