Code for my ICLR 2024 TinyPapers paper "Prune and Tune: Improving Efficient Pruning Techniques for Massive Language Models"
☆16May 26, 2023Updated 3 years ago
Alternatives and similar repositories for Sparse-GPT-Finetuning
Users that are interested in Sparse-GPT-Finetuning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [COLM 2024] Early Weight Averaging meets High Learning Rates for LLM Pre-training☆19Oct 12, 2024Updated 2 years ago
- Minimal and highly hackable implementation of Looped Transformers with GPT☆25Mar 8, 2026Updated 7 months ago
- Official Implementation of WACV 2024 Paper "HIDRO-VQA : High Dynamic Range Oracle for Video Quality Assessment"☆20Jun 30, 2026Updated 3 months ago
- Mamba support for transformer lens☆20Sep 17, 2024Updated 2 years ago
- Code for "ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language Models" (ICLR 2024)☆21Feb 16, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆13Feb 2, 2022Updated 4 years ago
- Simplification of pruned models for accelerated inference | SoftwareX https://doi.org/10.1016/j.softx.2021.100907☆36Feb 25, 2025Updated last year
- Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"☆51May 31, 2024Updated 2 years ago
- ICML 2024 Paper "Adversarial Robustness Limits via Scaling-Law and Human-Alignment Studies"☆18Jul 10, 2024Updated 2 years ago
- An official repository for GPTailor☆20Jun 29, 2025Updated last year
- ☆47Sep 27, 2025Updated last year
- ☆25May 31, 2024Updated 2 years ago
- Easy training for Sparse Linear Autoencoders (https://arxiv.org/abs/2309.08600) with data from TransformerLens models.☆12Nov 1, 2023Updated 2 years ago
- This repository contains the code for the paper "Local policy search with Bayesian optimization".☆20Oct 27, 2022Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Easy control for Key-Value Constrained Generative LLM Inference(https://arxiv.org/abs/2402.06262)☆62Feb 13, 2024Updated 2 years ago
- Provides differentiable versions of common HEP operations and objectives.☆26Sep 4, 2023Updated 3 years ago
- Effective Attention Sheds Light On Interpretability - Findings of ACL2021☆11May 16, 2021Updated 5 years ago
- [TMLR 25] An automated method for explaining complex neuron behaviors in deep vision models using large language models☆12Feb 20, 2025Updated last year
- minimalistic AI library that resembles HF's transformers☆13Dec 31, 2024Updated last year
- Official Code for What Makes and Breaks Safety Fine-tuning? A Mechanistic Study (NeurIPS 2024)☆11Oct 31, 2024Updated last year
- ☆12Oct 9, 2023Updated 3 years ago
- My Implementation of Q-Sparse: All Large Language Models can be Fully Sparsely-Activated☆36Aug 14, 2024Updated 2 years ago
- [ICML2022] Training Your Sparse Neural Network Better with Any Mask. Ajay Jaiswal, Haoyu Ma, Tianlong Chen, ying Ding, and Zhangyang Wang☆30Jul 24, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ACL 2021: HiTransformer☆13May 29, 2021Updated 5 years ago
- [NeurIPS'24 LanGame workshop] On The Planning Abilities of OpenAI's o1 Models: Feasibility, Optimality, and Generalizability☆42Apr 10, 2026Updated 6 months ago
- A very hacky set of functions for getting plotly to do what I want when doing mech interp research, designed to be compatible with PyTorc…☆15Jun 16, 2023Updated 3 years ago
- PyTorch implementation of the Reinforced Mnemonic Reader + Answer Verifier model (https://arxiv.org/abs/1808.05759)☆10Nov 23, 2018Updated 7 years ago
- Project page for our paper "DurIAN : DurIAN-SC: Duration Informed Attention Network based Singing Voice Conversion System".☆11Oct 12, 2020Updated 6 years ago
- Official repository of Generating Multiple-Length Summaries via Reinforcement Learning for Unsupervised Sentence Summarization [EMNLP'22 …☆10May 20, 2023Updated 3 years ago
- Providing the answer to "How to do patching on all available SAEs on GPT-2?". It is an official repository of the implementation of the p…☆14Jan 26, 2025Updated last year
- [TMLR 2025] When Attention Collapses: How Degenerate Layers in LLMs Enable Smaller, Stronger Models☆126Mar 6, 2026Updated 7 months ago
- [ICLR 2024] This is the official PyTorch implementation of "QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Mod…☆39Mar 11, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Implementation of Effective Sparsification of Neural Networks with Global Sparsity Constraint☆31Mar 24, 2022Updated 4 years ago
- ☆14Apr 10, 2025Updated last year
- Official Pytorch Implementation of "Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity"☆81Jul 7, 2025Updated last year
- ☆12Jul 24, 2024Updated 2 years ago
- ☆12Jul 11, 2024Updated 2 years ago
- Trains Sparse Autoencoders based on outputs from language models☆11Oct 7, 2024Updated 2 years ago
- Language model with phrase induction☆14Jun 13, 2019Updated 7 years ago