JacksonWuxs / Interpret_Instruction_Tuning_LLMs
Understanding Why and How Instruction Tuning Changes Pre-trained Models
☆22Updated last year
Alternatives and similar repositories for Interpret_Instruction_Tuning_LLMs:
Users that are interested in Interpret_Instruction_Tuning_LLMs are comparing it to the libraries listed below
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆53Updated 5 months ago
- Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"☆63Updated last year
- ☆49Updated last year
- AbstainQA, ACL 2024☆25Updated 6 months ago
- Skill-It! A Data-Driven Skills Framework for Understanding and Training Language Models☆46Updated last year
- ☆41Updated last year
- One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning☆39Updated last year
- Grade-School Math with Irrelevant Context (GSM-IC) benchmark is an arithmetic reasoning dataset built upon GSM8K, by adding irrelevant se…☆60Updated 2 years ago
- Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering☆57Updated 4 months ago
- A Survey of Hallucination in Large Foundation Models☆54Updated last year
- ☆41Updated last year
- ☆14Updated last year
- ☆73Updated 11 months ago
- A curated list of awesome resources dedicated to Scaling Laws for LLMs☆71Updated 2 years ago
- LoFiT: Localized Fine-tuning on LLM Representations☆37Updated 3 months ago
- GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.☆59Updated 9 months ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆57Updated last year
- [NeurIPS'23] Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors☆75Updated 4 months ago
- ☆59Updated 7 months ago
- Evaluate the Quality of Critique☆34Updated 10 months ago
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆67Updated 2 years ago
- ☆37Updated last year
- Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models [NeurIPS 2024]☆64Updated 5 months ago
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆110Updated 9 months ago
- Code for the paper "A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis"☆17Updated 2 months ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆76Updated 3 months ago
- [NeurIPS'24] Weak-to-Strong Search: Align Large Language Models via Searching over Small Language Models☆58Updated 4 months ago
- ☆61Updated 2 years ago
- [EMNLP 2024] The official GitHub repo for the paper "Course-Correction: Safety Alignment Using Synthetic Preferences"☆19Updated 6 months ago
- [ICML'2024] Can AI Assistants Know What They Don't Know?☆80Updated last year