[NAACL 2025] A Closer Look into Mixture-of-Experts in Large Language Models
☆61Feb 7, 2025Updated last year
Alternatives and similar repositories for Look-into-MoEs
Users that are interested in Look-into-MoEs 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 last year
- ☆91Aug 18, 2024Updated last year
- Solving Token Gradient Conflict in Mixture-of-Experts for Large Vision-Language Model☆13Feb 11, 2025Updated last year
- Implementation for the paper: CMoE: Fast Carving of Mixture-of-Experts for Efficient LLM Inference☆36Mar 6, 2025Updated last year
- 🚀 LLaMA-MoE v2: Exploring Sparsity of LLaMA from Perspective of Mixture-of-Experts with Post-Training☆93Dec 3, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Codebase for character-centric story understanding☆14Jan 20, 2022Updated 4 years ago
- This repository contains data, code and models for contextual noncompliance.☆25Jul 18, 2024Updated last year
- ☆22Sep 2, 2025Updated 6 months ago
- Implementation for MomentumSMoE☆19Apr 19, 2025Updated 11 months ago
- [ICLR 2025] Drop-Upcycling: Training Sparse Mixture of Experts with Partial Re-initialization☆25Oct 5, 2025Updated 5 months ago
- The open-source materials for paper "Sparsing Law: Towards Large Language Models with Greater Activation Sparsity".☆30Nov 12, 2024Updated last year
- LongAttn :Selecting Long-context Training Data via Token-level Attention☆15Jul 16, 2025Updated 8 months ago
- AdaICL: Which Examples to Annotate of In-Context Learning? Towards Effective and Efficient Selection☆20Oct 30, 2023Updated 2 years ago
- Inference Code for Paper "Harder Tasks Need More Experts: Dynamic Routing in MoE Models"☆69Jul 30, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- The benchmark and datasets of the ICML 2024 paper "VisionGraph: Leveraging Large Multimodal Models for Graph Theory Problems in Visual C…☆17May 27, 2024Updated last year
- ☆21Feb 10, 2025Updated last year
- Code for the paper "Cottention: Linear Transformers With Cosine Attention"☆20Nov 15, 2025Updated 4 months ago
- From Accuracy to Robustness: A Study of Rule- and Model-based Verifiers in Mathematical Reasoning.☆25Oct 7, 2025Updated 5 months ago
- LibMoE: A LIBRARY FOR COMPREHENSIVE BENCHMARKING MIXTURE OF EXPERTS IN LARGE LANGUAGE MODELS☆46Updated this week
- A framework for steering MoE models by detecting and controlling behavior-linked experts.☆30Sep 12, 2025Updated 6 months ago
- The code for "MoPE: Mixture of Prefix Experts for Zero-Shot Dialogue State Tracking"☆19Jan 25, 2025Updated last year
- [NeurIPS 2024] Can LLMs Learn by Teaching for Better Reasoning? A Preliminary Study☆59Nov 24, 2024Updated last year
- The code of 《M4: Multi-Proxy Multi-Gate Mixture of Experts Network for Multiple Instance Learning in Histopathology Image Analysis》☆14Mar 31, 2025Updated 11 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Public code release for the paper "Reawakening knowledge: Anticipatory recovery from catastrophic interference via structured training"☆11Oct 27, 2025Updated 5 months ago
- [NeurIPS-2024] 📈 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623☆137Sep 26, 2024Updated last year
- CRAI is a multimodal large language model based on the Mixture of Experts (MoE) architecture, supporting text and image cross-modal tasks…☆16Apr 29, 2025Updated 11 months ago
- ☆14Dec 28, 2022Updated 3 years ago
- BitLinear implementation☆35Jan 1, 2026Updated 2 months ago
- [ICML 2025 Oral] Mixture of Lookup Experts☆73Dec 3, 2025Updated 3 months ago
- [EMNLP 2024] Quantize LLM to extremely low-bit, and finetune the quantized LLMs☆15Jul 18, 2024Updated last year
- Code for the arXiv preprint "The Unreasonable Effectiveness of Easy Training Data"☆48Jan 17, 2024Updated 2 years ago
- ☆16Mar 1, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- A framework to compare low-bit integer and float-point formats☆71Feb 6, 2026Updated last month
- [NAACL'25 🏆 SAC Award] Official code for "Advancing MoE Efficiency: A Collaboration-Constrained Routing (C2R) Strategy for Better Expert…☆16Feb 4, 2025Updated last year
- The official implementation of the paper "Uncovering the Redundancy in Transformers via a Unified Study of Layer Dropping (TMLR)".☆188Mar 6, 2026Updated 3 weeks ago
- ☆16Jul 23, 2024Updated last year
- Scaling Laws for Mixture of Experts Models☆15Feb 25, 2025Updated last year
- ModuleFormer is a MoE-based architecture that includes two different types of experts: stick-breaking attention heads and feedforward exp…☆226Sep 18, 2025Updated 6 months ago
- Code for the experiments and websites of the paper "Same Task, Different Circuits"☆31Oct 21, 2025Updated 5 months ago