[NAACL 2025] A Closer Look into Mixture-of-Experts in Large Language Models
☆60Feb 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]☆40May 28, 2024Updated 2 years ago
- Solving Token Gradient Conflict in Mixture-of-Experts for Large Vision-Language Model☆13Feb 11, 2025Updated last year
- Paper list for the paper "Authorship Attribution in the Era of Large Language Models: Problems, Methodologies, and Challenges (SIGKDD Exp…☆20May 25, 2026Updated 4 months ago
- ☆93Aug 18, 2024Updated 2 years ago
- 🚀 LLaMA-MoE v2: Exploring Sparsity of LLaMA from Perspective of Mixture-of-Experts with Post-Training☆93Dec 3, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- The open-source materials for paper "Sparsing Law: Towards Large Language Models with Greater Activation Sparsity".☆32Nov 12, 2024Updated last year
- Codebase for character-centric story understanding☆14Jan 20, 2022Updated 4 years ago
- MoE-Visualizer is a tool designed to visualize the selection of experts in Mixture-of-Experts (MoE) models.☆16Apr 8, 2025Updated last year
- ☆23Sep 2, 2025Updated last year
- This repository contains data, code and models for contextual noncompliance.☆26Jul 18, 2024Updated 2 years ago
- [ICML 2025] Code for "R2-T2: Re-Routing in Test-Time for Multimodal Mixture-of-Experts"☆19Mar 10, 2025Updated last year
- [ICLR 2025] Drop-Upcycling: Training Sparse Mixture of Experts with Partial Re-initialization☆25Oct 5, 2025Updated last year
- Implementation for MomentumSMoE☆19Apr 19, 2025Updated last year
- [ACL 2026 Main] Analytical FFN-to-MoE Restructuring via Activation Pattern Analysis☆53Jun 30, 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.
- AdaICL: Which Examples to Annotate of In-Context Learning? Towards Effective and Efficient Selection☆19Oct 30, 2023Updated 2 years ago
- Code for paper: Unraveling the Shift of Visual Information Flow in MLLMs: From Phased Interaction to Efficient Inference☆14Jun 7, 2025Updated 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 last year
- ☆33Nov 11, 2024Updated last year
- ☆22Feb 10, 2025Updated last year
- [TMLR 2026] LibMoE: A LIBRARY FOR COMPREHENSIVE BENCHMARKING MIXTURE OF EXPERTS IN LARGE LANGUAGE MODELS☆52May 26, 2026Updated 4 months ago
- SparseGPT + GPTQ Compression of LLMs like LLaMa, OPT, Pythia☆42Mar 13, 2023Updated 3 years ago
- The code of 《M4: Multi-Proxy Multi-Gate Mixture of Experts Network for Multiple Instance Learning in Histopathology Image Analysis》☆14Mar 31, 2025Updated last year
- ☆15Dec 28, 2022Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- The code for "MoPE: Mixture of Prefix Experts for Zero-Shot Dialogue State Tracking"☆19Jan 25, 2025Updated last year
- [ICML 2024] When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Models☆35Jun 12, 2024Updated 2 years ago
- Code for the paper "Cottention: Linear Transformers With Cosine Attention"☆21Nov 15, 2025Updated 11 months ago
- Code for the arXiv preprint "The Unreasonable Effectiveness of Easy Training Data"☆48Jan 17, 2024Updated 2 years ago
- [NeurIPS-2024] 📈 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623☆113Sep 26, 2024Updated 2 years ago
- [EMNLP 2024] Quantize LLM to extremely low-bit, and finetune the quantized LLMs☆17Jul 18, 2024Updated 2 years ago
- [NeurIPS 2024] Can LLMs Learn by Teaching for Better Reasoning? A Preliminary Study☆62Nov 24, 2024Updated last year
- BitLinear implementation☆38Jul 8, 2026Updated 3 months 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. Zero configuration with optimized deployments.
- A composable container for Adaptive ROS 2 Node computations. Select between FPGA, CPU or GPU at run-time.☆11Apr 14, 2022Updated 4 years ago
- [ICLR 25] A novel framework for building intrinsically interpretable LLMs with human-understandable concepts to ensure safety, reliabilit…☆35Feb 5, 2026Updated 8 months ago
- The official implementation of the paper "Uncovering the Redundancy in Transformers via a Unified Study of Layer Dropping (TMLR)".☆193Oct 2, 2026Updated 2 weeks ago
- [TMLR] Offical Implementation of ToMoE: ToMoE: Converting Dense Large Language Models to Mixture-of-Experts through Dynamic Structural Pr…☆41Aug 27, 2026Updated last month
- LongAttn ：Selecting Long-context Training Data via Token-level Attention☆15Jul 16, 2025Updated last year
- ModuleFormer is a MoE-based architecture that includes two different types of experts: stick-breaking attention heads and feedforward exp…☆223Sep 18, 2025Updated last year
- Scaling Laws for Mixture of Experts Models☆16Feb 25, 2025Updated last year