[NeurIPS 2025] MergeBench: A Benchmark for Merging Domain-Specialized LLMs
☆52Aug 28, 2026Updated last month
Alternatives and similar repositories for MergeBench
Users that are interested in MergeBench 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 code repo for paper "Merging Models on the Fly Without Retraining: A Sequential Approach to Scalable Continual Model Merging"☆26Oct 11, 2025Updated 11 months ago
- FusionBench: A Comprehensive Benchmark/Toolkit of Deep Model Fusion☆241Aug 5, 2026Updated 2 months ago
- [NeurIPS 2024] For paper Parameter Competition Balancing for Model Merging☆48Oct 11, 2024Updated last year
- ICLR 2026 "OptMerge: Unifying Multimodal LLM Capabilities and Modalities via Model Merging".☆60Jun 18, 2026Updated 3 months ago
- Official repository for Activation-Informed Merging (AIM) of Large Language Models☆25Feb 10, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. ACM Computing Surveys, 2026.☆793Updated this week
- The official repository of "Whoever Started the Interference Should End It: Guiding Data-Free Model Merging via Task Vectors""☆50Oct 1, 2025Updated last year
- Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic☆33Feb 18, 2026Updated 7 months ago
- Model Merging with SVD to Tie the KnOTS [ICLR 2025]☆98Apr 3, 2025Updated last year
- Code for the paper "BPE stays on SCRIPT", "Which Pieces Does Unigram Tokenization Really Need?" and MinGram☆22Sep 22, 2026Updated 2 weeks ago
- Model merging is a highly efficient approach for long-to-short reasoning.☆104Oct 15, 2025Updated 11 months ago
- The training codes of Jasper-Token-Compression-600M☆22Nov 19, 2025Updated 10 months ago
- Pytorch code for NeurIPS 2025 paper "Accurate and Efficient Low-Rank Model Merging in Core Space"☆42Feb 2, 2026Updated 8 months ago
- [ICLR 2026] Official Implementation of ProxyThinker: Test-Time Guidance through Small Visual Reasoners.☆22Sep 24, 2025Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Flexible library for merging large language models (LLMs) via evolutionary optimization (ACL 2025 Demo).☆107Aug 8, 2025Updated last year
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆82Mar 1, 2025Updated last year
- Code for paper "Towards Efficient Pareto Set Approximation via Weight-Ensembling Mixture of Experts"☆11Jul 30, 2026Updated 2 months ago
- The code repository for "MINGLE: Mixture of Null-Space Gated Low-Rank Experts for Test-Time Continual Model Merging"(NeurIPS25) in PyTorc…☆15Jun 2, 2026Updated 4 months ago
- Code for the paper "Getting the most out of your tokenizer for pre-training and domain adaptation"☆22Feb 14, 2024Updated 2 years ago
- Task Singular Vectors: Reducing Task Interference in Model Merging. Merge models avoiding task interference through separable models.☆59Dec 15, 2025Updated 9 months ago
- Github repo for MARVEL: Multidimensional Abstraction and Reasoning through Visual Evaluation and Learning☆18Jun 12, 2024Updated 2 years ago
- [arXiv] "Linear Dynamics in the RLVR Training of Large Language Models"☆20May 25, 2026Updated 4 months ago
- [ICML 2025] Logits are All We Need to Adapt Closed Models☆23May 2, 2025Updated last year
- 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.
- Efficient and Effective Weight-Ensembling Mixture of Experts for Multi-Task Model Merging. Arxiv, 2024.☆16Oct 28, 2024Updated last year
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆92Jun 9, 2026Updated 4 months ago
- Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆53Dec 22, 2025Updated 9 months ago
- Measuring the Signal to Noise Ratio in Language Model Evaluation☆32Aug 19, 2025Updated last year
- [WWW 2026] 🕸 GlotWeb: Web Indexing for Minority Languages☆17Apr 14, 2026Updated 5 months ago
- ☆224Feb 3, 2024Updated 2 years ago
- Reasoning Activation in LLMs via Small Model Transfer (NeurIPS 2025)☆22Oct 16, 2025Updated 11 months ago
- Master thesis: Exploring bias in German NLG (GPT-3 & GerPT-2). Applies regard classification and bias mitigation triggers.☆16Sep 25, 2024Updated 2 years ago
- ☆21Aug 25, 2026Updated last month
- 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.
- ☆33Jul 8, 2024Updated 2 years ago
- Code for paper "Merging Multi-Task Models via Weight-Ensembling Mixture of Experts"☆34Jun 7, 2024Updated 2 years ago
- Hugging Face and Pyserini interoperability☆20May 18, 2023Updated 3 years ago
- [COLM 2026] Resa: Transparent Reasoning Models via SAEs☆49Sep 23, 2025Updated last year
- PathPiece tokenizer☆14Nov 10, 2024Updated last year
- Can VLMs understand students' hand-drawn math work?☆19Jan 20, 2026Updated 8 months ago
- ☆43Jun 8, 2026Updated 4 months ago