rbiswasfc/llm-detect-ai
1st Place Solution for LLM - Detect AI Generated Text Kaggle Competition
Combines multiple detection approaches: (Q)LoRA-fine-tuned LLMs, DeBERTa ranking models with contrastive loss, and supervised embedding models for KNN-based essay similarity matching. Training leverages HF Accelerate for distributed multi-GPU execution across custom YAML configurations. Additionally includes CLM fine-tuning pipelines on the PERSUADE corpus to generate synthetic student essays for adversarial validation.
208 stars. No commits in the last 6 months.
Stars
208
Forks
32
Language
Python
License
MIT
Category
Last pushed
May 20, 2024
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/llm-tools/rbiswasfc/llm-detect-ai"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
Vidhi1290/LLM---Detect-AI-Generated-Text
AI-Generated Text Detection: A BERT-powered solution for accurately identifying AI-generated...
panbibliotekar/gaidet-declaration
A beta version of the GAIDeT Declaration Generator — a lightweight HTML tool to help researchers...
beingamanforever/LLM-Text-Detection
A complete overview and insights into AI-Text detection :seedling: using the powerful...
FareedKhan-dev/Detect-AI-text-Easily
Some words that LLM regularly uses
Thomas-Brvn/Dectection-fake-news-resaux-sociaux
Outil de détection de fake news sur les réseaux sociaux via un agent ia