Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models
☆261Apr 23, 2024Updated last year
Alternatives and similar repositories for PruneMe
Users that are interested in PruneMe are comparing it to the libraries listed below
Sorting:
- This is our own implementation of 'Layer Selective Rank Reduction'☆240May 26, 2024Updated last year
- Unofficial implementations of block/layer-wise pruning methods for LLMs.☆77Apr 29, 2024Updated last year
- An Open Source Toolkit For LLM Distillation☆880Dec 21, 2025Updated 2 months ago
- Model REVOLVER, a human in the loop model mixing system.☆33Aug 2, 2023Updated 2 years ago
- Tools for merging pretrained large language models.☆6,826Updated this week
- flow-merge is a powerful Python library that enables seamless merging of multiple transformer-based language models using the most popula…☆20Feb 12, 2025Updated last year
- [ICML 2024] Official Implementation of SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks☆39Feb 4, 2025Updated last year
- A block pruning framework for LLMs.☆28May 17, 2025Updated 9 months ago
- EvolKit is an innovative framework designed to automatically enhance the complexity of instructions used for fine-tuning Large Language M…☆252Oct 30, 2024Updated last year
- Low-Rank adapter extraction for fine-tuned transformers models☆180May 2, 2024Updated last year
- This repository is the implementation of the paper Training Free Pretrained Model Merging (CVPR2024).☆33Mar 5, 2024Updated 2 years ago
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆144Sep 10, 2023Updated 2 years ago
- Transplants vocabulary between language models, enabling the creation of draft models for speculative decoding WITHOUT retraining.☆49Oct 29, 2025Updated 4 months ago
- Unofficial Implementation of Evolutionary Model Merging☆41Mar 28, 2024Updated last year
- A simple and effective LLM pruning approach.☆849Aug 9, 2024Updated last year
- SLOP Detector and analyzer based on dictionary for shareGPT JSON and text☆82Feb 7, 2026Updated 3 weeks ago
- A library for easily merging multiple LLM experts, and efficiently train the merged LLM.☆507Aug 26, 2024Updated last year
- Large-scale LLM inference engine☆1,658Feb 17, 2026Updated 2 weeks ago
- Easily view and modify JSON datasets for large language models☆87May 16, 2025Updated 9 months ago
- [NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baich…☆1,106Oct 7, 2024Updated last year
- Set of scripts to finetune LLMs☆38Mar 30, 2024Updated last year
- Using fourier interpolation to merge large language models☆11Jan 6, 2026Updated last month
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆642Mar 4, 2024Updated 2 years ago
- Train Llama Loras Easily☆31Aug 3, 2023Updated 2 years ago
- ☆30Jul 22, 2024Updated last year
- ☆27Aug 30, 2023Updated 2 years ago
- ☆23Nov 26, 2024Updated last year
- Genertaes control vectors for use with llama.cpp in GGUF format.☆38Mar 19, 2025Updated 11 months ago
- ☆56Nov 6, 2024Updated last year
- An unsupervised model merging algorithm for Transformers-based language models.☆108Apr 29, 2024Updated last year
- A public implementation of the ReLoRA pretraining method, built on Lightning-AI's Pytorch Lightning suite.☆34Mar 2, 2024Updated 2 years ago
- ☆12Apr 17, 2024Updated last year
- Simple Python library/structure to ablate features in LLMs which are supported by TransformerLens☆584Jun 11, 2024Updated last year
- Codebase for Merging Language Models (ICML 2024)☆863May 5, 2024Updated last year
- 5X faster 60% less memory QLoRA finetuning☆21May 28, 2024Updated last year
- ☆142Aug 20, 2025Updated 6 months ago
- An unofficial implementation of SOLAR-10.7B model and the newly proposed interlocked-DUS(iDUS) implementation and experiment details.☆14Mar 20, 2024Updated last year
- A simple library for working with Hugging Face models.☆14Dec 30, 2024Updated last year
- Manage scalable open LLM inference endpoints in Slurm clusters☆282Jul 11, 2024Updated last year