[ACL 2023 Findings] Emergent Modularity in Pre-trained Transformers
☆26Jun 7, 2023Updated 3 years ago
Alternatives and similar repositories for Modularity-Analysis
Users that are interested in Modularity-Analysis are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official PyTorch Implementation of EMoE: Unlocking Emergent Modularity in Large Language Models [main conference @ NAACL2024]☆39May 28, 2024Updated 2 years ago
- [ICLR 2023] "Sparse MoE as the New Dropout: Scaling Dense and Self-Slimmable Transformers" by Tianlong Chen*, Zhenyu Zhang*, Ajay Jaiswal…☆56Feb 28, 2023Updated 3 years ago
- The open-source materials for paper "Sparsing Law: Towards Large Language Models with Greater Activation Sparsity".☆31Nov 12, 2024Updated last year
- Source code for a LoRA-based continual relation extraction method.☆14Sep 25, 2023Updated 2 years ago
- The source code of "Merging Experts into One: Improving Computational Efficiency of Mixture of Experts (EMNLP 2023)":☆46Feb 28, 2026Updated 3 months 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.
- [ACL 2023] Plug-and-Play Knowledge Injection for Pre-trained Language Models☆61Apr 1, 2024Updated 2 years ago
- ☆95Apr 3, 2023Updated 3 years ago
- Sparse Backpropagation for Mixture-of-Expert Training☆30Jul 2, 2024Updated last year
- Repository for Sparse Universal Transformers☆20Oct 23, 2023Updated 2 years ago
- Mixture of Attention Heads☆52Oct 10, 2022Updated 3 years ago
- ☆20Oct 31, 2022Updated 3 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
- Official implement of ACL'25 Findings paper "MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Lang…☆25Jun 17, 2025Updated 11 months ago
- Beyond KV Caching: Shared Attention for Efficient LLMs☆20Jul 19, 2024Updated last year
- 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.
- ☆91Dec 23, 2024Updated last year
- [AAAI26] Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilitie…☆10Feb 7, 2026Updated 4 months ago
- code for paper Sparse Structure Search for Delta Tuning☆11Oct 16, 2022Updated 3 years ago
- An implementation of online data mixing for the Pile dataset, based on the GPT-NeoX library.☆14Jan 9, 2024Updated 2 years ago
- ☆10Feb 6, 2025Updated last year
- Muon fsdp 2☆59Aug 8, 2025Updated 10 months ago
- [ICML2023] Instant Soup Cheap Pruning Ensembles in A Single Pass Can Draw Lottery Tickets from Large Models. Ajay Jaiswal, Shiwei Liu, Ti…☆11Nov 28, 2023Updated 2 years ago
- Code for our paper titled "Lens: Rethinking Multilingual Enhancement for Large Language Models"☆12Oct 15, 2024Updated last year
- ModuleFormer is a MoE-based architecture that includes two different types of experts: stick-breaking attention heads and feedforward exp…☆225Sep 18, 2025Updated 8 months 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.
- ☆12Aug 26, 2025Updated 9 months ago
- Code for AAAI 2023 accepted paper titled "Knowledge-Bridged Causal Interaction Network for Causal Emotion Entailment"☆14May 6, 2023Updated 3 years ago
- ☆11Oct 11, 2023Updated 2 years ago
- Debate interface, experiments, etc.☆10Mar 12, 2024Updated 2 years ago
- Mamba support for transformer lens☆20Sep 17, 2024Updated last year
- Code for the paper: Rehearsal-free Continual Language Learning via Efficient Parameter Isolation☆13May 16, 2023Updated 3 years ago
- Evaluation utilities based on SymPy.☆22Dec 12, 2024Updated last year
- ☆12Mar 12, 2024Updated 2 years ago
- Compact and Agent-Native MoE Training System☆144Updated this week
- 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.
- A tiny easily hackable implementation of a feature dashboard.☆16Oct 21, 2025Updated 7 months ago
- ☆14Aug 7, 2023Updated 2 years ago
- This is the official repository for "Explanatory Learning: Beyond Empiricism in Neural Networks".☆15May 17, 2022Updated 4 years ago
- Triton-based implementation of Sparse Mixture of Experts.☆278Oct 3, 2025Updated 8 months ago
- Minimum Description Length probing for neural network representations☆20Jan 28, 2025Updated last year
- This is the official Python version of CoreInfer: Accelerating Large Language Model Inference with Semantics-Inspired Adaptive Sparse Act…☆17Oct 25, 2024Updated last year
- [TMLR 2026] LibMoE: A LIBRARY FOR COMPREHENSIVE BENCHMARKING MIXTURE OF EXPERTS IN LARGE LANGUAGE MODELS☆50May 26, 2026Updated 2 weeks ago