tomaarsen / attention_sinksLinks
Extend existing LLMs way beyond the original training length with constant memory usage, without retraining
☆722Updated last year
Alternatives and similar repositories for attention_sinks
Users that are interested in attention_sinks are comparing it to the libraries listed below
Sorting:
- Code for fine-tuning Platypus fam LLMs using LoRA☆628Updated last year
- [ICML'24 Spotlight] LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning☆662Updated last year
- ☆546Updated 10 months ago
- [ACL2023] We introduce LLM-Blender, an innovative ensembling framework to attain consistently superior performance by leveraging the dive…☆966Updated last year
- A bagel, with everything.☆324Updated last year
- batched loras☆346Updated 2 years ago
- ☆572Updated last year
- Landmark Attention: Random-Access Infinite Context Length for Transformers☆426Updated last year
- Finetuning Large Language Models on One Consumer GPU in 2 Bits☆730Updated last year
- ☆415Updated last year
- This repository contains code and tooling for the Abacus.AI LLM Context Expansion project. Also included are evaluation scripts and bench…☆595Updated last year
- Tune any FALCON in 4-bit☆464Updated 2 years ago
- Official repository for LongChat and LongEval☆531Updated last year
- [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization☆704Updated last year
- A library for easily merging multiple LLM experts, and efficiently train the merged LLM.☆493Updated last year
- ☆544Updated 11 months ago
- This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.☆548Updated last year
- YaRN: Efficient Context Window Extension of Large Language Models☆1,619Updated last year
- Generate textbook-quality synthetic LLM pretraining data☆505Updated 2 years ago
- The Truth Is In There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction☆388Updated last year
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,288Updated 7 months ago
- Official repository for ORPO☆463Updated last year
- distributed trainer for LLMs☆581Updated last year
- Customizable implementation of the self-instruct paper.☆1,049Updated last year
- Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates☆465Updated last year
- LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions☆821Updated 2 years ago
- Official PyTorch implementation of QA-LoRA☆141Updated last year
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆631Updated last year
- Codebase for Merging Language Models (ICML 2024)☆850Updated last year
- Generative Representational Instruction Tuning☆675Updated 3 months ago