2003pro / ScaleBiO
This is the official implementation of ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting
☆14Updated 3 months ago
Related projects ⓘ
Alternatives and complementary repositories for ScaleBiO
- [NeurIPS 2024] Official code of $\beta$-DPO: Direct Preference Optimization with Dynamic $\beta$☆29Updated 3 weeks ago
- This is an official implementation of the Reward rAnked Fine-Tuning Algorithm (RAFT), also known as iterative best-of-n fine-tuning or re…☆16Updated last month
- Codebase for decoding compressed trust.☆20Updated 6 months ago
- ☆21Updated last month
- ☆33Updated last year
- Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep☆28Updated 4 months ago
- Official code for "Decoding-Time Language Model Alignment with Multiple Objectives".☆14Updated 3 weeks ago
- Source code for the TMLR paper "Black-Box Prompt Learning for Pre-trained Language Models"☆55Updated last year
- EMNLP 2024: Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue☆33Updated this week
- Official Code for Paper: Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆59Updated last month
- ☆44Updated 10 months ago
- Long Is More for Alignment: A Simple but Tough-to-Beat Baseline for Instruction Fine-Tuning [ICML 2024]☆15Updated 6 months ago
- [ATTRIB @ NeurIPS 2024] When Attention Sink Emerges in Language Models: An Empirical View☆29Updated last month
- Domain-specific preference (DSP) data and customized RM fine-tuning.☆24Updated 8 months ago
- [ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning☆84Updated 5 months ago
- Learning adapter weights from task descriptions☆15Updated last year
- Offical code of the paper Large Language Models Are Implicitly Topic Models: Explaining and Finding Good Demonstrations for In-Context Le…☆68Updated 8 months ago
- ☆39Updated last month
- Official implementation of Privacy Implications of Retrieval-Based Language Models (EMNLP 2023). https://arxiv.org/abs/2305.14888☆36Updated 5 months ago
- ☆38Updated last year
- A curated list of awesome resources dedicated to Scaling Laws for LLMs☆63Updated last year
- Lightweight Adapting for Black-Box Large Language Models☆18Updated 9 months ago
- Directional Preference Alignment☆50Updated last month
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆45Updated 7 months ago
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆54Updated 2 weeks ago
- Source codes for "Preference-grounded Token-level Guidance for Language Model Fine-tuning" (NeurIPS 2023).☆14Updated last year
- Restore safety in fine-tuned language models through task arithmetic☆26Updated 7 months ago
- Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"☆59Updated 8 months ago
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆75Updated last month