[NeurIPS 24 Spotlight] MaskLLM: Learnable Semi-structured Sparsity for Large Language Models
☆190Jan 1, 2025Updated last year
Alternatives and similar repositories for MaskLLM
Users that are interested in MaskLLM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Learnable Semi-structured Sparsity for Vision Transformers and Diffusion Transformers☆15Feb 7, 2025Updated last year
- [NeurIPS 2025] VeriThinker: Learning to Verify Makes Reasoning Model Efficient☆67Sep 27, 2025Updated 11 months ago
- [ECCV 2024] Isomorphic Pruning for Vision Models☆89Jul 23, 2024Updated 2 years ago
- A family of compressed models obtained via pruning and knowledge distillation☆386Nov 6, 2025Updated 9 months ago
- [CVPR 2025 Highlight] TinyFusion: Diffusion Transformers Learned Shallow☆170Dec 1, 2025Updated 9 months 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.
- ☆170Feb 15, 2025Updated last year
- [Arxiv 2025] In-Video Instructions: Visual Signals as Generative Control☆45Nov 25, 2025Updated 9 months ago
- Elastic Attention: Test-time Adaptive Sparsity Ratios for Efficient Transformers☆24May 26, 2026Updated 3 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…☆1,137Oct 7, 2024Updated last year
- A simple and effective LLM pruning approach.☆873Aug 9, 2024Updated 2 years ago
- ☆34Oct 4, 2025Updated 10 months ago
- DreamGaussian with 2D-GS☆12Oct 10, 2024Updated last year
- A family of efficient edge language models in 100M~1B sizes.☆19Feb 14, 2025Updated last year
- Towards Meta-Pruning via Optimal Transport, ICLR 2024 (Spotlight)☆18Dec 5, 2024Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- [NeurIPS 2024 Oral🔥] DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs.☆187Apr 24, 2026Updated 4 months ago
- [ICLR 2026 Oral] Invisible Safety Threat: Malicious Finetuning for LLM via Steganography☆21Mar 22, 2026Updated 5 months ago
- Official Repo for SparseLLM: Global Pruning of LLMs (NeurIPS 2024)☆71Mar 27, 2025Updated last year
- Awesome list for LLM pruning.☆297Oct 11, 2025Updated 10 months ago
- [AAAI 2024] Fluctuation-based Adaptive Structured Pruning for Large Language Models☆76Jan 6, 2024Updated 2 years ago
- [NeurIPS 2024] AlphaPruning: Using Heavy-Tailed Self Regularization Theory for Improved Layer-wise Pruning of Large Language Models☆34Jun 9, 2025Updated last year
- [NeurIPS 2025] ScaleKV: Memory-Efficient Visual Autoregressive Modeling with Scale-Aware KV Cache Compression☆53Mar 13, 2026Updated 5 months ago
- [TMLR 2025] Efficient Reasoning Models: A Survey☆319Jun 26, 2026Updated 2 months ago
- Official implementation for LaCo (EMNLP 2024 Findings)☆22Oct 3, 2024Updated last year
- 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.
- ☆37May 21, 2026Updated 3 months ago
- ☆22Apr 3, 2026Updated 4 months ago
- [Interspeech 2024] LiteFocus is a tool designed to accelerate diffusion-based TTA model, now implemented with the base model AudioLDM2.☆34Mar 11, 2025Updated last year
- ☆44Jun 14, 2026Updated 2 months ago
- [ICLR 2025] Adaptive prompt tailored pruning of T2I diffusion models.☆15Feb 1, 2025Updated last year
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆644Mar 4, 2024Updated 2 years ago
- DMax: Aggressive Parallel Decoding for dLLMs☆128Jul 5, 2026Updated last month
- [ICLR 2026] SparseD: Sparse Attention for Diffusion Language Models☆67Feb 22, 2026Updated 6 months ago
- Code for the ICML 2023 paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot".☆893Aug 20, 2024Updated 2 years ago
- 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.
- ☆54Nov 5, 2024Updated last year
- The official implementation of the DAC 2024 paper GQA-LUT☆25Dec 20, 2024Updated last year
- Quantized Side Tuning: Fast and Memory-Efficient Tuning of Quantized Large Language Models☆49Nov 5, 2024Updated last year
- ☆18Dec 11, 2024Updated last year
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆92Feb 14, 2025Updated last year
- Efficient 2:4 sparse training algorithms and implementations☆63Dec 8, 2024Updated last year
- Work in progress.☆81Nov 25, 2025Updated 9 months ago