datamllab / LongLM
[ICML'24 Spotlight] LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning
☆610Updated 5 months ago
Related projects ⓘ
Alternatives and complementary repositories for LongLM
- Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.☆642Updated last month
- Codebase for Merging Language Models (ICML 2024)☆765Updated 6 months ago
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆553Updated 8 months ago
- [COLM 2024] LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition☆586Updated 3 months ago
- The Truth Is In There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction☆368Updated 4 months ago
- ☆445Updated last week
- Generative Representational Instruction Tuning☆562Updated this week
- Official repository for "Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing". Your efficient and high-quality s…☆476Updated this week
- Implementation of paper Data Engineering for Scaling Language Models to 128K Context☆435Updated 7 months ago
- Landmark Attention: Random-Access Infinite Context Length for Transformers☆415Updated 10 months ago
- Official repository for ORPO☆420Updated 5 months ago
- YaRN: Efficient Context Window Extension of Large Language Models☆1,339Updated 6 months ago
- For releasing code related to compression methods for transformers, accompanying our publications☆369Updated 3 weeks ago
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,143Updated 3 weeks ago
- ☆465Updated 2 months ago
- Extend existing LLMs way beyond the original training length with constant memory usage, without retraining☆667Updated 6 months ago
- This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.☆528Updated 7 months ago
- A bagel, with everything.☆312Updated 6 months ago
- Official PyTorch implementation of QA-LoRA☆116Updated 7 months ago
- [ACL 2024] Progressive LLaMA with Block Expansion.☆479Updated 5 months ago
- Official repository of NEFTune: Noisy Embeddings Improves Instruction Finetuning☆381Updated 5 months ago
- DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models☆1,000Updated 9 months ago
- ☆294Updated 5 months ago
- ☆488Updated 3 weeks ago
- A library for easily merging multiple LLM experts, and efficiently train the merged LLM.☆401Updated 2 months ago
- Official Implementation of EAGLE-1 (ICML'24) and EAGLE-2 (EMNLP'24)☆815Updated this week
- OLMoE: Open Mixture-of-Experts Language Models☆435Updated this week
- A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).☆738Updated last week
- Code for fine-tuning Platypus fam LLMs using LoRA☆623Updated 9 months ago
- This repo contains the source code for RULER: What’s the Real Context Size of Your Long-Context Language Models?☆694Updated 2 weeks ago