Detecting Hallucinations in Large Language Model Generation: A Token Probability Approach. This repository includes the implementation of our method for training and evaluation of a Logistic Regression and MLP using features extracted with LLMs from text to classify it as an hallucination across different tasks.
☆17Jun 1, 2024Updated last year
Alternatives and similar repositories for HalluDetect
Users that are interested in HalluDetect are comparing it to the libraries listed below
Sorting:
- Learning to Skip the Middle Layers of Transformers☆17Aug 7, 2025Updated 6 months ago
- This is a fork of SGLang for hip-attention integration. Please refer to hip-attention for detail.☆18Dec 23, 2025Updated 2 months ago
- CS194-196 Course Project☆14Feb 20, 2025Updated last year
- Set-Encoder: Permutation-Invariant Inter-Passage Attention for Listwise Passage Re-Ranking with Cross-Encoders☆18May 23, 2025Updated 9 months ago
- ☆27Jun 5, 2025Updated 8 months ago
- ☆33Jul 9, 2025Updated 7 months ago
- The official implementation of Preference Data Reward-Augmentation.☆18May 1, 2025Updated 9 months ago
- Algorithms for approximate attention in LLMs☆21Apr 14, 2025Updated 10 months ago
- ☆16Jul 23, 2024Updated last year
- ☆43Sep 3, 2025Updated 5 months ago
- The open-source materials for paper "Sparsing Law: Towards Large Language Models with Greater Activation Sparsity".☆30Nov 12, 2024Updated last year
- ☆29Nov 9, 2025Updated 3 months ago
- ☆41May 27, 2025Updated 9 months ago
- Resa: Transparent Reasoning Models via SAEs☆47Sep 23, 2025Updated 5 months ago
- ☆25Apr 10, 2025Updated 10 months ago
- The first spoken long-text dataset derived from live streams, designed to reflect the redundancy-rich and conversational nature of real-w…☆12Jun 28, 2025Updated 8 months ago
- A Text2SQL benchmark for evaluation of Large Language Models☆41Updated this week
- Bayes-Adaptive RL for LLM Reasoning☆45May 28, 2025Updated 9 months ago
- [NeurIPS ENLSP Workshop'24] CSKV: Training-Efficient Channel Shrinking for KV Cache in Long-Context Scenarios☆16Oct 18, 2024Updated last year
- ☆18Jun 10, 2025Updated 8 months ago
- ☆13Oct 5, 2025Updated 4 months ago
- Official Implementation of SAM-Decoding: Speculative Decoding via Suffix Automaton☆40Feb 13, 2025Updated last year
- [ICLR 2026] ParallelBench: Understanding the Tradeoffs of Parallel Decoding in Diffusion LLMs☆30Updated this week
- A Framework for Evaluating AI Agent Safety in Realistic Environments☆30Oct 2, 2025Updated 4 months ago
- [ICML 2024] Official Repository for the paper "Transformers Get Stable: An End-to-End Signal Propagation Theory for Language Models"☆10Jul 19, 2024Updated last year
- The official implement of paper 《DaMo: Data Mixing Optimizer in Fine-tuning Multimodal LLMs for Mobile Phone Agents》☆29Oct 23, 2025Updated 4 months ago
- TASU: A New Style of Alignment of Speech LLM with only Text Training Data, zero-shot on ASR and Other SU tasks☆22Jan 19, 2026Updated last month
- Symphony — A decentralized multi-agent framework that enables intelligent agents to collaborate seamlessly across heterogeneous edge devi…☆30Oct 30, 2025Updated 4 months ago
- Build an AI bot in Discord to serve user's personalized reports on what's up in tech☆28Sep 14, 2025Updated 5 months ago
- ☆11Jun 22, 2025Updated 8 months ago
- ☆35Mar 12, 2025Updated 11 months ago
- [ACL 2025 main] FR-Spec: Frequency-Ranked Speculative Sampling☆51Jul 15, 2025Updated 7 months ago
- A holistic benchmark for LLM abstention☆71Aug 27, 2025Updated 6 months ago
- ☆12Jun 11, 2025Updated 8 months ago
- Reference implementation of Thin and Deep Gaussian Processes (NeurIPS 2023)☆14Nov 25, 2024Updated last year
- ☆24Jan 8, 2026Updated last month
- ☆16Sep 17, 2024Updated last year
- Linear Relational Embeddings (LREs) and Linear Relational Concepts (LRCs) for LLMs in PyTorch☆10Aug 7, 2024Updated last year
- Code for experiments on self-prediction as a way to measure introspection in LLMs☆16Dec 10, 2024Updated last year