ronigold / TokenSHAP
TokenSHAP: Explain individual token importance in large language model prompts with SHAP values. Gain insights, debug models, detect biases, and enhance transparency effortlessly
☆40Updated last month
Alternatives and similar repositories for TokenSHAP:
Users that are interested in TokenSHAP are comparing it to the libraries listed below
- ☆42Updated 2 months ago
- Library to facilitate pruning of LLMs based on context☆32Updated last year
- Official repo for the paper PHUDGE: Phi-3 as Scalable Judge. Evaluate your LLMs with or without custom rubric, reference answer, absolute…☆49Updated 8 months ago
- Truth Forest: Toward Multi-Scale Truthfulness in Large Language Models through Intervention without Tuning☆46Updated last year
- ☆124Updated last week
- This repository contains the source code for the Saving 77% of the Parameters in Large Language Models Technical Report☆29Updated 3 weeks ago
- PyTorch library for Active Fine-Tuning☆62Updated last month
- Functional Benchmarks and the Reasoning Gap☆84Updated 6 months ago
- ☆47Updated 10 months ago
- ☆112Updated 6 months ago
- An introduction to LLM Sampling☆77Updated 3 months ago
- Pre-train Static Word Embeddings☆51Updated 3 weeks ago
- ☆67Updated 7 months ago
- ☆115Updated 7 months ago
- minimal GRPO implementation from scratch☆65Updated 2 weeks ago
- Code for ExploreTom☆79Updated 3 months ago
- A mechanistic approach for understanding and detecting factual errors of large language models.☆41Updated 8 months ago
- [NeurIPS 2024] Goldfish Loss: Mitigating Memorization in Generative LLMs☆84Updated 4 months ago
- Generalist and Lightweight Model for Text Classification☆92Updated this week
- Code for the EMNLP 2024 paper "Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps"☆119Updated 7 months ago
- A repository containing the code for translating popular LLM benchmarks to German.☆25Updated last year
- ☆120Updated 5 months ago
- Using open source LLMs to build synthetic datasets for direct preference optimization☆59Updated last year
- Evaluation of neuro-symbolic engines☆35Updated 7 months ago
- Code accompanying "How I learned to start worrying about prompt formatting".☆102Updated 5 months ago
- ☆46Updated 4 months ago
- Code and dataset repo for ICML-2024 paper Graph-enhanced Large Language Models in Asynchronous Plan Reasoning.☆60Updated last week
- MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents [EMNLP 2024]☆139Updated 2 months ago
- $100K or 100 Days: Trade-offs when Pre-Training with Academic Resources☆135Updated 3 weeks ago
- Code for NeurIPS LLM Efficiency Challenge☆57Updated 11 months ago