THU-KEG / Skill-NeuronLinks
Source code for EMNLP2022 paper "Finding Skill Neurons in Pre-trained Transformers via Prompt Tuning".
☆18Updated 2 years ago
Alternatives and similar repositories for Skill-Neuron
Users that are interested in Skill-Neuron are comparing it to the libraries listed below
Sorting:
- ☆49Updated last year
- ☆29Updated last year
- Mosaic IT: Enhancing Instruction Tuning with Data Mosaics☆18Updated 3 months ago
- [𝐄𝐌𝐍𝐋𝐏 𝐅𝐢𝐧𝐝𝐢𝐧𝐠𝐬 𝟐𝟎𝟐𝟒 & 𝐀𝐂𝐋 𝟐𝟎𝟐𝟒 𝐍𝐋𝐑𝐒𝐄 𝐎𝐫𝐚𝐥] 𝘌𝘯𝘩𝘢𝘯𝘤𝘪𝘯𝘨 𝘔𝘢𝘵𝘩𝘦𝘮𝘢𝘵𝘪𝘤𝘢𝘭 𝘙𝘦𝘢𝘴𝘰𝘯𝘪𝘯…☆51Updated last year
- Official PyTorch Implementation of EMoE: Unlocking Emergent Modularity in Large Language Models [main conference @ NAACL2024]☆31Updated last year
- Code for "Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective"☆31Updated last year
- Official repository of "Distort, Distract, Decode: Instruction-Tuned Model Can Refine its Response from Noisy Instructions", ICLR 2024 Sp…☆20Updated last year
- ☆40Updated last year
- Official implementation of Bootstrapping Language Models via DPO Implicit Rewards☆44Updated last month
- EMNLP 2024: Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue☆35Updated last week
- Restore safety in fine-tuned language models through task arithmetic☆28Updated last year
- SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Model https://arxiv.org/pdf/2411.02433☆25Updated 6 months ago
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆61Updated 5 months ago
- ☆24Updated last month
- [ICML2024 Spotlight] Fine-Tuning Pre-trained Large Language Models Sparsely☆23Updated 11 months ago
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆38Updated 11 months ago
- Repo for ACL2023 Findings paper "Emergent Modularity in Pre-trained Transformers"☆23Updated last year
- Representation Surgery for Multi-Task Model Merging. ICML, 2024.☆45Updated 7 months ago
- [NeurIPS 2024 Spotlight] Code and data for the paper "Finding Transformer Circuits with Edge Pruning".☆56Updated 2 months ago
- Lightweight Adapting for Black-Box Large Language Models☆22Updated last year
- ☆9Updated last year
- GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.☆62Updated 10 months ago
- [NeurIPS 2023] Make Your Pre-trained Model Reversible: From Parameter to Memory Efficient Fine-Tuning☆30Updated 2 years ago
- ☆35Updated last year
- [NeurIPS 2023] Github repository for "Composing Parameter-Efficient Modules with Arithmetic Operations"☆61Updated last year
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆38Updated last year
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆110Updated last year
- [ACL 2024] Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models☆21Updated 10 months ago
- ☆18Updated 9 months ago
- ☆27Updated 2 years ago