neelsjain / NEFTuneLinks
Official repository of NEFTune: Noisy Embeddings Improves Instruction Finetuning
☆410Updated 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]☆580Updated last year
- Pytorch implementation of DoReMi, a method for optimizing the data mixture weights in language modeling datasets☆350Updated 2 years ago
- DSIR large-scale data selection framework for language model training☆268Updated last year
- Implementation of paper Data Engineering for Scaling Language Models to 128K Context☆482Updated last year
- ☆274Updated 2 years ago
- A large-scale, fine-grained, diverse preference dataset (and models).☆359Updated 2 years ago
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆635Updated last year
- [COLM 2024] LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition☆665Updated last year
- This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.☆551Updated last year
- [EMNLP 2023] Adapting Language Models to Compress Long Contexts☆323Updated last year
- Rectified Rotary Position Embeddings☆385Updated last year
- Datasets for Instruction Tuning of Large Language Models☆260Updated 2 years ago
- 🐋 An unofficial implementation of Self-Alignment with Instruction Backtranslation.☆138Updated 8 months ago
- [ACL 2024] Progressive LLaMA with Block Expansion.☆514Updated last year
- InsTag: A Tool for Data Analysis in LLM Supervised Fine-tuning☆284Updated 2 years ago
- Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates☆473Updated last year
- Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"☆532Updated 11 months ago
- [ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning☆184Updated 6 months ago
- train llama on a single A100 80G node using 🤗 transformers and 🚀 Deepspeed Pipeline Parallelism☆225Updated 2 years ago
- [ICML'24] Data and code for our paper "Training-Free Long-Context Scaling of Large Language Models"☆444Updated last year
- A repository sharing the literatures about long-context large language models, including the methodologies and the evaluation benchmarks☆271Updated last year
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆511Updated last year
- [ACL'24 Outstanding] Data and code for L-Eval, a comprehensive long context language models evaluation benchmark☆390Updated last year
- [EMNLP 2024] LongAlign: A Recipe for Long Context Alignment of LLMs☆257Updated last year
- ☆318Updated last year
- Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models☆269Updated last year
- Official repository for ORPO☆468Updated last year
- Codebase for Merging Language Models (ICML 2024)☆863Updated last year
- Project for the paper entitled `Instruction Tuning for Large Language Models: A Survey`☆216Updated 5 months ago
- Generative Representational Instruction Tuning☆681Updated 6 months ago