Guitaricet / reloraLinks
Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates
☆469Updated 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☆389Updated last year
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆634Updated last year
- Official repository of NEFTune: Noisy Embeddings Improves Instruction Finetuning☆406Updated last year
- Implementation of DoRA☆307Updated last year
- [COLM 2024] LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition☆663Updated last year
- Codebase for Merging Language Models (ICML 2024)☆862Updated last year
- Multipack distributed sampler for fast padding-free training of LLMs☆202Updated last year
- ☆229Updated last year
- Landmark Attention: Random-Access Infinite Context Length for Transformers☆427Updated 2 years ago
- ☆235Updated last year
- ☆272Updated 2 years ago
- A simple and effective LLM pruning approach.☆827Updated 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
- batched loras☆347Updated 2 years ago
- Code for paper: "QuIP: 2-Bit Quantization of Large Language Models With Guarantees"☆392Updated last year
- GPTQLoRA: Efficient Finetuning of Quantized LLMs with GPTQ☆101Updated 2 years ago
- Code for fine-tuning Platypus fam LLMs using LoRA☆631Updated last year
- Scaling Data-Constrained Language Models☆343Updated 5 months ago
- [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization☆711Updated last year
- DSIR large-scale data selection framework for language model training☆266Updated last year
- ☆551Updated last year
- Implementation of CALM from the paper "LLM Augmented LLMs: Expanding Capabilities through Composition", out of Google Deepmind☆179Updated last year
- [ICML'24 Spotlight] LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning☆663Updated last year
- For releasing code related to compression methods for transformers, accompanying our publications☆453Updated 11 months ago
- Repo for Rho-1: Token-level Data Selection & Selective Pretraining of LLMs.☆452Updated last year
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆141Updated 2 years ago
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆258Updated last year
- Reverse Instructions to generate instruction tuning data with corpus examples☆216Updated last year
- Official repository for ORPO☆468Updated last year