datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
river-sensor-anomaly-archive
River Sensor Anomaly Archive
Confirmed river-monitoring anomalies retained for the operations archive.
Retained anomalies: 5
Featured event: RIV-1007 — Willow / turbidity
Recording window: 2024-01-20T04:00:00Z to 2024-07-08T07:07:00Z
Station counts (Delta/Gorge/Harbor/Willow): 1/1/1/2
Mean absolute readings (Delta/Gorge/Harbor/Willow): 18.20/44.00/25.00/30.75
rivers-evaluation-results
Rivers Evaluation Results - Comprehensive LLM Benchmarking
All results from the paper's five experimental conditions: baseline LLMs, fine-tuned models, RAG, and Graph-RAG with Licensing Oracle. This repository contains baseline evaluations for Claude Sonnet 4.5, Gemini 2.5 Flash Lite, and Gemma 3-4B, along with fine-tuning results for both factual recall and abstention behavior. It also includes outputs from the embedding-based RAG system and the Graph-RAG with Licensing Oracle… See the full description on the dataset page: https://huggingface.co/datasets/s-emanuilov/rivers-evaluation-results.river_source
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Dataset Creation… See the full description on the dataset page: https://huggingface.co/datasets/antonixe/river_source.rivers