wang-kee / LiNeSLinks
Official repository of "LiNeS: Post-training Layer Scaling Prevents Forgetting and Enhances Model Merging"
☆30Updated 10 months ago
Alternatives and similar repositories for LiNeS
Users that are interested in LiNeS are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2024] Goldfish Loss: Mitigating Memorization in Generative LLMs☆92Updated 10 months ago
- ☆85Updated last year
- ☆34Updated 8 months ago
- ☆28Updated 7 months ago
- The official repository for SkyLadder: Better and Faster Pretraining via Context Window Scheduling☆34Updated 3 weeks ago
- One Initialization to Rule them All: Fine-tuning via Explained Variance Adaptation☆42Updated 11 months ago
- Codebase for Instruction Following without Instruction Tuning☆35Updated 11 months ago
- An official implementation of "Catastrophic Failure of LLM Unlearning via Quantization" (ICLR 2025)☆29Updated 6 months ago
- ☆19Updated 8 months ago
- Exploration of automated dataset selection approaches at large scales.☆47Updated 6 months ago
- ☆20Updated last year
- The repository contains code for Adaptive Data Optimization☆25Updated 9 months ago
- Official implementation of Bootstrapping Language Models via DPO Implicit Rewards☆44Updated 5 months ago
- Code for reproducing our paper "Low Rank Adapting Models for Sparse Autoencoder Features"☆14Updated 5 months ago
- Code for NeurIPS 2024 Spotlight: "Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations"☆82Updated 10 months ago
- Long Context Extension and Generalization in LLMs☆60Updated 11 months ago
- Official implementation of the ICML 2024 paper RoSA (Robust Adaptation)☆44Updated last year
- Model Merging with SVD to Tie the KnOTS [ICLR 2025]☆66Updated 5 months ago
- Official repository of paper "RNNs Are Not Transformers (Yet): The Key Bottleneck on In-context Retrieval"☆27Updated last year
- [ICLR 2025] Monet: Mixture of Monosemantic Experts for Transformers☆70Updated 2 months ago
- Code for the arXiv preprint "The Unreasonable Effectiveness of Easy Training Data"☆48Updated last year
- Official PyTorch Implementation for Vision-Language Models Create Cross-Modal Task Representations, ICML 2025☆30Updated 4 months ago
- ☆19Updated 7 months ago
- ☆65Updated last year
- [NAACL 2025] A Closer Look into Mixture-of-Experts in Large Language Models☆55Updated 7 months ago
- [ICLR 2023] "Sparse MoE as the New Dropout: Scaling Dense and Self-Slimmable Transformers" by Tianlong Chen*, Zhenyu Zhang*, Ajay Jaiswal…☆54Updated 2 years ago
- ☆104Updated 11 months ago
- This is the oficial repository for "Safer-Instruct: Aligning Language Models with Automated Preference Data"☆17Updated last year
- [Technical Report] Official PyTorch implementation code for realizing the technical part of Phantom of Latent representing equipped with …☆61Updated 11 months ago
- [NeurIPS 2024 Main Track] Code for the paper titled "Instruction Tuning With Loss Over Instructions"☆39Updated last year