Official implementation of the ICLR paper "Streamlining Redundant Layers to Compress Large Language Models"
☆43May 1, 2025Updated last year
Alternatives and similar repositories for LLM-Streamline
Users that are interested in LLM-Streamline are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆43Jun 14, 2026Updated 2 weeks ago
- [ICLR 2025] Official implementation of paper "Dynamic Low-Rank Sparse Adaptation for Large Language Models".☆25Mar 16, 2025Updated last year
- A block pruning framework for LLMs.☆28May 17, 2025Updated last year
- ☆35May 24, 2024Updated 2 years ago
- ☆23Nov 26, 2024Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Are gradient information useful for pruning of LLMs?☆48Aug 23, 2025Updated 10 months ago
- Official implementation for LaCo (EMNLP 2024 Findings)☆22Oct 3, 2024Updated last year
- [NeurIPS 2024] AlphaPruning: Using Heavy-Tailed Self Regularization Theory for Improved Layer-wise Pruning of Large Language Models☆34Jun 9, 2025Updated last year
- [ICML 2024] SPP: Sparsity-Preserved Parameter-Efficient Fine-Tuning for Large Language Models☆22May 28, 2024Updated 2 years ago
- Compressible Dynamics in Deep Overparameterized Low-Rank Learning & Adaptation (ICML'24 Oral)☆12Jul 22, 2024Updated last year
- Repo for EmbedLLM: Learning Compact Representations of Large Language Models☆32Sep 25, 2025Updated 9 months ago
- DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling☆37Jul 12, 2024Updated last year
- [NeurIPS 2024] Search for Efficient LLMs☆16Jan 16, 2025Updated last year
- Official Repo for SparseLLM: Global Pruning of LLMs (NeurIPS 2024)☆70Mar 27, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This repo contains the code for studying the interplay between quantization and sparsity methods☆26Feb 26, 2025Updated last year
- SensiMix: Sensitivity-Aware 8-bit Index & 1-bit Value Mixed Precision Quantization for BERT Compression (PLOS One)☆34Aug 22, 2025Updated 10 months ago
- The official implementation of the paper "Rethinking Pruning for Vision-Language Models: Strategies for Effective Sparsity".☆17Jul 2, 2024Updated last year
- [ICML24] Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs☆100Nov 25, 2024Updated last year
- A simple and effective LLM pruning approach.☆866Aug 9, 2024Updated last year
- Prune transformer layers☆74May 30, 2024Updated 2 years ago
- This repository contains the **official implementation** of the paper: "VL2Lite: Task-Specific Knowledge Distillation from Large Vision-…☆20Mar 23, 2025Updated last year
- An unofficial re-implementation of Graph Structure of Neural Networks (Jiaxuan You · Kaiming He · Jure Leskovec · Saining Xie) ICML 2020☆10Jul 27, 2020Updated 5 years ago
- ☆12Jan 12, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆63Dec 15, 2024Updated last year
- [CVPR '24] Official implementation of the paper "Multiflow: Shifting Towards Task-Agnostic Vision-Language Pruning".☆23Mar 7, 2025Updated last year
- [NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baich…☆1,131Oct 7, 2024Updated last year
- [AAAI 2025] PAT: Pruning-Aware Tuning for Large Language Models☆37Feb 1, 2025Updated last year
- ☆12Jun 19, 2024Updated 2 years ago
- [NeurIPS 2025@FoRLM] R1-Compress: Long Chain-of-Thought Compression via Chunk Compression and Search☆17Jan 24, 2026Updated 5 months ago
- ☆17Apr 11, 2025Updated last year
- ☆21Oct 2, 2024Updated last year
- [CVPR '23 Highlight] Official repository for the paper "Quantum Multi-Model Fitting".☆11Mar 7, 2025Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Official implementation for "Pruning Large Language Models with Semi-Structural Adaptive Sparse Training" (AAAI 2025)☆19Jul 1, 2025Updated 11 months ago
- This repository includes code for the paper "Towards Zero Touch Networks: Cross-Layer Automated Security Solutions for 6G Wireless Networ…☆14Mar 5, 2025Updated last year
- ☆15Apr 11, 2024Updated 2 years ago
- [EMNLP 2024] Official implementation of "Rethinking Pruning Large Language Models: Benefits and Pitfalls of Reconstruction Error Minimiza…☆28Feb 21, 2025Updated last year
- Official repository for PLISM robustness benchmark of pathology foundation models (MICCAI 2025)☆21Apr 13, 2026Updated 2 months ago
- IAN: An Intelligent System for Omics Data Analysis and Discovery☆15Feb 23, 2026Updated 4 months ago
- Pruning applied to Facial Recognition.☆14Jun 19, 2019Updated 7 years ago