neelsjain / NEFTuneLinks
Official repository of NEFTune: Noisy Embeddings Improves Instruction Finetuning
☆397Updated last year
Alternatives and similar repositories for NEFTune
Users that are interested in NEFTune are comparing it to the libraries listed below
Sorting:
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆561Updated 7 months ago
- Pytorch implementation of DoReMi, a method for optimizing the data mixture weights in language modeling datasets☆340Updated last year
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆626Updated last year
- DSIR large-scale data selection framework for language model training☆257Updated last year
- [COLM 2024] LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition☆645Updated last year
- Implementation of paper Data Engineering for Scaling Language Models to 128K Context☆468Updated last year
- This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.☆546Updated last year
- ☆268Updated last year
- [EMNLP 2023] Adapting Language Models to Compress Long Contexts☆309Updated 10 months ago
- [ACL 2024] Progressive LLaMA with Block Expansion.☆507Updated last year
- A large-scale, fine-grained, diverse preference dataset (and models).☆345Updated last year
- Rectified Rotary Position Embeddings☆375Updated last year
- InsTag: A Tool for Data Analysis in LLM Supervised Fine-tuning☆265Updated last year
- [ACL'24 Outstanding] Data and code for L-Eval, a comprehensive long context language models evaluation benchmark☆388Updated last year
- [ICML'24] Data and code for our paper "Training-Free Long-Context Scaling of Large Language Models"☆431Updated 9 months ago
- 🐋 An unofficial implementation of Self-Alignment with Instruction Backtranslation.☆140Updated 2 months ago
- Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"☆504Updated 6 months ago
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆474Updated 9 months ago
- [ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning☆166Updated last month
- Code and data for "Lost in the Middle: How Language Models Use Long Contexts"☆352Updated last year
- Official repository for ORPO☆460Updated last year
- [EMNLP 2024] LongAlign: A Recipe for Long Context Alignment of LLMs☆252Updated 7 months ago
- ☆298Updated last year
- All available datasets for Instruction Tuning of Large Language Models☆255Updated last year
- Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates☆459Updated last year
- ☆284Updated last year
- Repo for Rho-1: Token-level Data Selection & Selective Pretraining of LLMs.☆428Updated last year
- Codebase for Merging Language Models (ICML 2024)☆842Updated last year
- Generative Representational Instruction Tuning☆662Updated last month
- FuseAI Project☆578Updated 6 months ago