Code for "Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes"
☆32Mar 28, 2024Updated 2 years ago
Alternatives and similar repositories for Bonsai
Users that are interested in Bonsai are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Structured Pruning Adapters in PyTorch☆19Aug 30, 2023Updated 3 years ago
- [ICML'24 Oral] APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference☆49Jun 4, 2024Updated 2 years ago
- [ICLR 2024] Jaiswal, A., Gan, Z., Du, X., Zhang, B., Wang, Z., & Yang, Y. Compressing llms: The truth is rarely pure and never simple.☆27Apr 21, 2025Updated last year
- Activation-aware Singular Value Decomposition for Compressing Large Language Models☆94Oct 22, 2024Updated last year
- This repository contains the official implementation for the ECCV'22 paper, "SPIN: An Empirical Evaluation on Sharing Parameters of Isotr…☆20Sep 11, 2026Updated last month
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- For releasing code related to compression methods for transformers, accompanying our publications☆462Sep 10, 2026Updated last month
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆643Mar 4, 2024Updated 2 years ago
- ☆30Jul 22, 2024Updated 2 years ago
- Code Implementation for "NASH: A Simple Unified Framework of Structured Pruning for Accelerating Encoder-Decoder Language Models" (EMNLP …☆17Oct 17, 2023Updated 2 years ago
- [ICLR 2026] dParallel: Learnable Parallel Decoding for dLLMs☆67Apr 12, 2026Updated 6 months ago
- ☆63Dec 15, 2024Updated 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…☆1,140Oct 7, 2024Updated 2 years ago
- [ICML 2024] Official Implementation of SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks☆44Feb 4, 2025Updated last year
- 2023 ABCI Llama-2 継続学習プロジェクト☆14Jan 22, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [NeurIPS 2023] Structural Pruning for Diffusion Models☆225Jul 8, 2024Updated 2 years ago
- MiSS is a novel PEFT method that features a low-rank structure but introduces a new update mechanism distinct from LoRA, achieving an exc…☆36Mar 9, 2026Updated 7 months ago
- ☆12Jul 4, 2024Updated 2 years ago
- Listwise Reward Estimation for Offline Preference-based Reinforcement Learning (ICML 2024)☆18Jun 18, 2024Updated 2 years ago
- [NeurIPS 2024 Oral🔥] DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs.☆188Apr 24, 2026Updated 5 months ago
- Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆53Dec 22, 2025Updated 9 months ago
- [ACL 2023]: Training Trajectories of Language Models Across Scales https://arxiv.org/pdf/2212.09803.pdf☆25Nov 14, 2023Updated 2 years ago
- Code for our paper titled "Lens: Rethinking Multilingual Enhancement for Large Language Models"☆12Oct 15, 2024Updated last year
- A dataset for knowledge base population research using Common Crawl and DBpedia.☆28Jan 27, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- The code of the paper "Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation" (CVPR2023)☆18Mar 21, 2023Updated 3 years ago
- [ICML 2024] Junk DNA Hypothesis: A Task-Centric Angle of LLM Pre-trained Weights through Sparsity; Lu Yin*, Ajay Jaiswal*, Shiwei Liu, So…☆16Apr 21, 2025Updated last year
- [AAAI 2026] Official implementation of "FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models". If you find this reposi…☆19Aug 26, 2026Updated last month
- Awesome list for LLM pruning.☆296Oct 11, 2025Updated last year
- ☆36Jun 20, 2022Updated 4 years ago
- Applying Evolutionary Computing to Embeddings of Diffusion Models☆16Updated this week
- [ICLR 2025] Linear Combination of Saved Checkpoints Makes Consistency and Diffusion Models Better☆16Feb 15, 2025Updated last year
- Official implementation of ICML'24 paper "LQER: Low-Rank Quantization Error Reconstruction for LLMs"☆19Jul 11, 2024Updated 2 years ago
- 音声を文字起こししてChatGPTと会話したい☆22Mar 8, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Are Intermediate Layers and Labels Really Necessary? A General Language Model Distillation Method ; GKD: A General Knowledge Distillation…☆34Aug 4, 2023Updated 3 years ago
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆537Oct 20, 2024Updated last year
- ☆14Apr 16, 2024Updated 2 years ago
- NDL古典籍OCR学習用データセット(みんなで翻刻加工データ)☆22Mar 13, 2026Updated 7 months ago
- BESA is a differentiable weight pruning technique for large language models.☆17Mar 4, 2024Updated 2 years ago
- ☆16Mar 11, 2022Updated 4 years ago
- [AAAI 2024] Fluctuation-based Adaptive Structured Pruning for Large Language Models☆77Jan 6, 2024Updated 2 years ago