luli-git / MAPLinks
MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation
☆11Updated 9 months ago
Alternatives and similar repositories for MAP
Users that are interested in MAP are comparing it to the libraries listed below
Sorting:
- LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning☆31Updated last year
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆59Updated 3 months ago
- A Sober Look at Language Model Reasoning☆63Updated last week
- Codes for Merging Large Language Models☆31Updated 10 months ago
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆83Updated 7 months ago
- official implementation of ICLR'2025 paper: Rethinking Bradley-Terry Models in Preference-based Reward Modeling: Foundations, Theory, and…☆58Updated 2 months ago
- Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆44Updated 7 months ago
- A curated list of Model Merging methods.☆92Updated 8 months ago
- This is the official implementation of ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting☆19Updated 10 months ago
- [NeurIPS 2024] Official code of $\beta$-DPO: Direct Preference Optimization with Dynamic $\beta$☆45Updated 7 months ago
- Representation Surgery for Multi-Task Model Merging. ICML, 2024.☆45Updated 7 months ago
- [NAACL 2025] A Closer Look into Mixture-of-Experts in Large Language Models☆52Updated 4 months ago
- ☆105Updated 2 months ago
- [ICLR 2025] When Attention Sink Emerges in Language Models: An Empirical View (Spotlight)☆85Updated 7 months ago
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆69Updated 3 months ago
- [ACL'24] Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization☆79Updated 9 months ago
- ☆18Updated last year
- ☆15Updated 9 months ago
- [IJCAI 2023] Black-box Prompt Tuning for Vision-Language Model as a Service☆17Updated last year
- What Makes a Reward Model a Good Teacher? An Optimization Perspective☆31Updated last month
- Directional Preference Alignment☆57Updated 8 months ago
- Preprint: Asymmetry in Low-Rank Adapters of Foundation Models☆36Updated last year
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆120Updated 8 months ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆59Updated last year
- [ICML 2024] Official code for the paper "Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark ".☆104Updated 11 months ago
- TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models☆71Updated last year
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆103Updated this week
- ☆19Updated 3 months ago
- Model merging is a highly efficient approach for long-to-short reasoning.☆56Updated this week
- [NeurIPS 2024 Spotlight] Code and data for the paper "Finding Transformer Circuits with Edge Pruning".☆56Updated 3 months ago