zhang-wei-chao / DC-PDD
This repository presents the original implementation of Pretraining Data Detection for Large Language Models: A Divergence-based Calibration Method by Weichao Zhang, Ruqing Zhang, Jiafeng Guo, Maarten de Rijke, Yixing Fan, Xueqi Cheng
☆15Updated 3 weeks ago
Alternatives and similar repositories for DC-PDD:
Users that are interested in DC-PDD are comparing it to the libraries listed below
- Model merging is a highly efficient approach for long-to-short reasoning.☆42Updated last month
- [ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".☆118Updated 5 months ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆57Updated last year
- Implementation code for ACL2024:Advancing Parameter Efficiency in Fine-tuning via Representation Editing☆13Updated last year
- [ICLR 2025] Released code for paper "Spurious Forgetting in Continual Learning of Language Models"☆36Updated 2 months ago
- Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"☆63Updated last year
- Language Imbalance Driven Rewarding for Multilingual Self-improving☆17Updated 5 months ago
- Code for ACL 2024 accepted paper titled "SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language …☆34Updated 3 months ago
- [ICML'2024] Can AI Assistants Know What They Don't Know?☆80Updated last year
- LoFiT: Localized Fine-tuning on LLM Representations☆37Updated 3 months ago
- [NeurIPS 2023] Github repository for "Composing Parameter-Efficient Modules with Arithmetic Operations"☆60Updated last year
- ☆30Updated 2 months ago
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆31Updated 5 months ago
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆109Updated last year
- A versatile toolkit for applying Logit Lens to modern large language models (LLMs). Currently supports Llama-3.1-8B and Qwen-2.5-7B, enab…☆75Updated 2 months ago
- [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"☆44Updated 4 months ago
- ☆54Updated 2 weeks ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆114Updated 7 months ago
- [NeurIPS 2024] How do Large Language Models Handle Multilingualism?☆32Updated 5 months ago
- ☆41Updated last year
- ☆37Updated last year
- [ACL 2024] Learning to Edit: Aligning LLMs with Knowledge Editing☆35Updated 8 months ago
- ☆12Updated 7 months ago
- The repository of the project "Fine-tuning Large Language Models with Sequential Instructions", code base comes from open-instruct and LA…☆29Updated 5 months ago
- ☆39Updated last year
- SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Model https://arxiv.org/pdf/2411.02433☆26Updated 4 months ago
- A method of ensemble learning for heterogeneous large language models.☆58Updated 8 months ago
- [ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning☆91Updated 11 months ago
- [ICLR'25] DataGen: Unified Synthetic Dataset Generation via Large Language Models☆46Updated last month
- [ACL'24] A Knowledge-grounded Interactive Evaluation Framework for Large Language Models☆36Updated 9 months ago