tomaarsen / attention_sinks
Extend existing LLMs way beyond the original training length with constant memory usage, without retraining
☆697Updated last year
Alternatives and similar repositories for attention_sinks:
Users that are interested in attention_sinks are comparing it to the libraries listed below
- [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization☆687Updated 8 months ago
- Code for fine-tuning Platypus fam LLMs using LoRA☆629Updated last year
- batched loras☆341Updated last year
- [ICML'24 Spotlight] LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning☆652Updated 11 months ago
- ☆543Updated 4 months ago
- YaRN: Efficient Context Window Extension of Large Language Models☆1,479Updated last year
- Landmark Attention: Random-Access Infinite Context Length for Transformers☆423Updated last year
- Official repository for LongChat and LongEval☆519Updated 11 months ago
- A bagel, with everything.☆320Updated last year
- [ACL2023] We introduce LLM-Blender, an innovative ensembling framework to attain consistently superior performance by leveraging the dive…☆940Updated 6 months ago
- This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.☆546Updated last year
- ☆529Updated 8 months ago
- Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.☆719Updated 7 months ago
- ☆412Updated last year
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆604Updated last year
- This repository contains code and tooling for the Abacus.AI LLM Context Expansion project. Also included are evaluation scripts and bench…☆586Updated last year
- Official PyTorch implementation of QA-LoRA☆132Updated last year
- Inference code for Persimmon-8B☆415Updated last year
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,243Updated 2 months ago
- Serving multiple LoRA finetuned LLM as one☆1,056Updated 11 months ago
- ☆515Updated 5 months ago
- distributed trainer for LLMs☆573Updated 11 months ago
- The Truth Is In There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction☆386Updated 9 months ago
- LOMO: LOw-Memory Optimization☆985Updated 10 months ago
- Generative Representational Instruction Tuning☆624Updated last month
- A simple and effective LLM pruning approach.☆741Updated 8 months ago
- Codebase for Merging Language Models (ICML 2024)☆818Updated last year
- LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions☆820Updated 2 years ago
- For releasing code related to compression methods for transformers, accompanying our publications☆425Updated 3 months ago
- [ACL 2024] Progressive LLaMA with Block Expansion.☆501Updated 11 months ago