[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".☆32Nov 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)":☆47Feb 28, 2026Updated 4 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
- Code repository for the public reproduction of the language modelling experiments on "MatFormer: Nested Transformer for Elastic Inference…☆31Nov 14, 2023Updated 2 years ago
- ☆21Oct 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
- Code for COLING 2022 accepted paper titled "MuCDN: Mutual Conversational Detachment Network for Emotion Recognition in Multi-Party Conver…☆10Jul 21, 2023Updated 2 years ago
- Course Rusher for BJUT☆14Dec 28, 2017Updated 8 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.
- Official implement of ACL'25 Findings paper "MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Lang…☆25Jun 17, 2025Updated last year
- Official Implementation (Pytorch) of "Super-class guided Transformer for Zero-Shot Attribute Classification", AAAI 2025☆15Jan 15, 2025Updated last year
- ☆48Jan 3, 2026Updated 5 months ago
- Video Games Dataset for Multi-Document Summarization☆20Sep 20, 2025Updated 9 months ago
- 📄 Evidence Retrieval and Claim Verification for the FEVER shared task using Transformer Networks☆12Feb 21, 2020Updated 6 years ago
- ☆91Dec 23, 2024Updated last year
- [AAAI26] Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilitie…☆11Feb 7, 2026Updated 4 months ago
- An implementation of online data mixing for the Pile dataset, based on the GPT-NeoX library.☆14Jan 9, 2024Updated 2 years ago
- This PyTorch package implements MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation (NAACL 2022).☆114May 2, 2022Updated 4 years ago
- 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.
- ☆10Feb 6, 2025Updated last year
- Muon fsdp 2☆62Aug 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
- ☆11Oct 11, 2023Updated 2 years ago
- ☆14Mar 15, 2025Updated 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
- A tiny easily hackable implementation of a feature dashboard.☆16Oct 21, 2025Updated 8 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Official implementation of Neuronal Time-Invariant Representations (NeuPRINT), NeurIPS 2023☆10Mar 10, 2026Updated 3 months ago
- ☆14Aug 7, 2023Updated 2 years ago
- A package to study complex networks based on the temporal evolution of their Dynamic Communicability and Flow.☆11Jan 30, 2026Updated 4 months 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
- [TMLR 2026] LibMoE: A LIBRARY FOR COMPREHENSIVE BENCHMARKING MIXTURE OF EXPERTS IN LARGE LANGUAGE MODELS☆50May 26, 2026Updated last month