Guitaricet / reloraLinks
Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates
☆473Updated last year
Alternatives and similar repositories for relora
Users that are interested in relora are comparing it to the libraries listed below
Sorting:
- Official PyTorch implementation of QA-LoRA☆145Updated last year
- The Truth Is In There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction☆390Updated last year
- Landmark Attention: Random-Access Infinite Context Length for Transformers☆426Updated 2 years ago
- Official repository of NEFTune: Noisy Embeddings Improves Instruction Finetuning☆409Updated last year
- [COLM 2024] LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition☆666Updated last year
- ☆235Updated last year
- ☆230Updated last year
- Implementation of DoRA☆306Updated last year
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆639Updated last year
- ☆273Updated 2 years ago
- Multipack distributed sampler for fast padding-free training of LLMs☆204Updated last year
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆143Updated 2 years ago
- Scaling Data-Constrained Language Models☆342Updated 7 months ago
- This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.☆551Updated last year
- For releasing code related to compression methods for transformers, accompanying our publications☆455Updated last year
- [ICML'24 Spotlight] LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning☆668Updated last year
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)☆205Updated last year
- GPTQLoRA: Efficient Finetuning of Quantized LLMs with GPTQ☆101Updated 2 years ago
- DSIR large-scale data selection framework for language model training☆269Updated last year
- ☆552Updated last year
- A simple and effective LLM pruning approach.☆846Updated last year
- Code for paper: "QuIP: 2-Bit Quantization of Large Language Models With Guarantees"☆395Updated last year
- Extend existing LLMs way beyond the original training length with constant memory usage, without retraining☆737Updated last year
- Implementation of CALM from the paper "LLM Augmented LLMs: Expanding Capabilities through Composition", out of Google Deepmind☆179Updated last year
- Codebase for Merging Language Models (ICML 2024)☆863Updated last year
- [EMNLP 2023] Adapting Language Models to Compress Long Contexts☆327Updated last year
- Official repository for ORPO☆469Updated last year
- Code for fine-tuning Platypus fam LLMs using LoRA☆630Updated last year
- [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization☆713Updated last year
- Huggingface compatible implementation of RetNet (Retentive Networks, https://arxiv.org/pdf/2307.08621.pdf) including parallel, recurrent,…☆227Updated last year