Official PyTorch Implementation of EMoE: Unlocking Emergent Modularity in Large Language Models [main conference @ NAACL2024]
☆40May 28, 2024Updated 2 years ago
Alternatives and similar repositories for EMoE
Users that are interested in EMoE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ACL 2023 Findings] Emergent Modularity in Pre-trained Transformers☆26Jun 7, 2023Updated 3 years ago
- [NAACL 2025] A Closer Look into Mixture-of-Experts in Large Language Models☆60Feb 7, 2025Updated last year
- Research Artifact For Our Submission To VLDB☆11Oct 27, 2021Updated 4 years ago
- Official implementation of RMoE (Layerwise Recurrent Router for Mixture-of-Experts)☆33Aug 4, 2024Updated 2 years ago
- ☆15Oct 30, 2021Updated 4 years ago
- 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.
- ☆146Jul 21, 2024Updated 2 years ago
- An implementation of online data mixing for the Pile dataset, based on the GPT-NeoX library.☆14Jan 9, 2024Updated 2 years ago
- [Findings of EMNLP 2024] AdaMoE: Token-Adaptive Routing with Null Experts for Mixture-of-Experts Language Models☆20Oct 2, 2024Updated 2 years ago
- [ACL2023] Source code for Decouple knowledge from paramters for plug-and-play language modeling☆20Sep 18, 2023Updated 3 years ago
- Source code for a LoRA-based continual relation extraction method.☆14Sep 25, 2023Updated 3 years ago
- The collections of MOE (Mixture Of Expert) papers, code and tools, etc.☆12Mar 15, 2024Updated 2 years ago
- [COLM 2024] Large Language Models as Biomedical Hypothesis Generators: A Comprehensive Evaluation☆15Jul 15, 2024Updated 2 years ago
- ☆11Jan 3, 2023Updated 3 years ago
- Repository for Sparse Universal Transformers☆20Oct 23, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 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
- A comprehensive overview of Data Distillation and Condensation (DDC). DDC is a data-centric task where a representative (i.e., small but …☆13Dec 1, 2022Updated 3 years ago
- Based on the R1-Zero method, using rule-based rewards and GRPO on the Code Contests dataset.☆18Apr 22, 2025Updated last year
- A controlled benchmark on evaluating and studying the dynamics of Long Context Language Models☆26Oct 17, 2025Updated last year
- ☆28Jun 2, 2026Updated 4 months ago
- Zero-Shot Cross-Lingual Semantic Parsing (Sherborne & Lapata, ACL 2022)☆17May 16, 2022Updated 4 years ago
- ☆21Oct 31, 2022Updated 3 years ago
- ☆20May 28, 2025Updated last year
- Code release for Dataless Knowledge Fusion by Merging Weights of Language Models (https://openreview.net/forum?id=FCnohuR6AnM)☆92Jul 25, 2023Updated 3 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.
- [EMNLP 2024 Findings] Benchmarking Language Model Agents for Data-Driven Science☆39Oct 25, 2024Updated last year
- Tensor Switching Networks☆12Nov 2, 2017Updated 8 years ago
- This repo explores how AMR to address tasks difficult for LLMs☆12Jan 15, 2024Updated 2 years ago
- various tools to download, convert and process the full text of scientific articles☆10Apr 2, 2024Updated 2 years ago
- ☆279Oct 31, 2023Updated 2 years ago
- [ICLR‘24 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"☆110Jun 20, 2025Updated last year
- ☆33Aug 5, 2023Updated 3 years ago
- Code for "Training Neural Networks with Fixed Sparse Masks" (NeurIPS 2021).☆59Jan 14, 2022Updated 4 years ago
- [AAAI26] Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilitie…☆11Feb 7, 2026Updated 8 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.
- [NeurIPS 2023] Github repository for "Composing Parameter-Efficient Modules with Arithmetic Operations"☆62Nov 26, 2023Updated 2 years ago
- The open-source materials for paper "Sparsing Law: Towards Large Language Models with Greater Activation Sparsity".☆32Nov 12, 2024Updated last year
- AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning (Zhou et al.; TACL 2024)☆50Mar 17, 2024Updated 2 years ago
- The code of Advancing Expert Specialization for Better MoE (NeurIPS2025 oral)☆35Jan 22, 2026Updated 8 months ago
- ☆94Dec 23, 2024Updated last year
- MishformerLens intends to be a drop-in replacement for TransformerLens that AST patches HuggingFace Transformers rather than implementing…☆10Oct 7, 2024Updated 2 years ago
- ☆10Feb 6, 2025Updated last year