datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
rrfa-data
Data Card: Agentic Circuit Breaker Training Data
Dataset Description
This repository contains processed training data for Agentic Circuit Breakers — LoRA adapters trained via Representation Rerouting (RR) to defend against tool-flip attacks in agentic LLMs.
Dataset Summary
Component
Description
Format
ds_*.jsonl
Harmful set (Ds) — Successful tool-flip attacks
JSONL
dr_*.jsonl
Retain set (Dr) — Benign tool-calling behavior
JSONL
eval_*.jsonl… See the full description on the dataset page: https://huggingface.co/datasets/memo-ozdincer/rrfa-data.MRCONSO_RRF_UMLSmsmarco-bm25-rrf-scoredThis is the triplet-50 subset of sentence-transformers/msmarco-bm25, scored using tomaarsen/reranker-msmarco-ModernBERT-base-lambdaloss.
The negatives are re-sorted using reciprocal rank fusion (rrf). A second set of scores has been added from naver/splade-v3 in
the splade_labels column for additional distillation.
A typical use case for this would be teacher scores for MSE (and/or KLdiv) distillation when training a splade-v3 model.
The label column are the reranker scores with… See the full description on the dataset page: https://huggingface.co/datasets/dleemiller/msmarco-bm25-rrf-scored.MRREL_RRF_UMLSomnimcp_pgvector_hybrid_rrf_pipeline_teaser
🔬 INSPECT THE DEEPSEEK-R1 REASONING CHAIN LIVE:
Zero hallucinations. Null syntax errors. 100% AST compiler validated.🌐 Live Interactive Reasoning & Code Inspector: https://emgena.com/trainingslager🎁 Claim your Free Starter Kit (Code: STARTER100): https://emgena.com/trainingslager🏷️ Launch Discount: Get 20 € OFF any 500-incident production suite with code LAUNCH20!
📜 Enterprise Compliance: EU AI Act Articles 50 & 53 certified • 100% DSGVO / GDPR clean • Commercial EULA… See the full description on the dataset page: https://huggingface.co/datasets/emgena/omnimcp_pgvector_hybrid_rrf_pipeline_teaser.omnimcp_graphrag_hybrid_rrf_rerank_teaser
🔬 INSPECT THE DEEPSEEK-R1 REASONING CHAIN LIVE:
Zero hallucinations. Null syntax errors. 100% AST compiler validated.🌐 Live Interactive Reasoning & Code Inspector: https://emgena.com/trainingslager🎁 Claim your Free Starter Kit (Code: STARTER100): https://emgena.com/trainingslager🏷️ Launch Discount: Get 20 € OFF any 500-incident production suite with code LAUNCH20!
📜 Enterprise Compliance: EU AI Act Articles 50 & 53 certified • 100% DSGVO / GDPR clean • Commercial EULA… See the full description on the dataset page: https://huggingface.co/datasets/emgena/omnimcp_graphrag_hybrid_rrf_rerank_teaser.rrfadvRR-Findings
RR-Findings: Chest CT Findings Labels for Japanese Radiology Reports
RR-Findings is a labeled dataset of Japanese chest CT radiology reports derived from the
MedNLP-SC Radiology Report TNM Staging (RR-TNM) Dataset, released as part of the NTCIR-17 MedNLP-SC shared task.
A total of 243 Japanese radiology reports (covering 27 lung cancer cases, annotated independently by nine board-certified radiologists) were further enriched with multi-label chest CT findings assigned by… See the full description on the dataset page: https://huggingface.co/datasets/YYama0/RR-Findings.RRF_Phi52_Validation_FinalMRSTY_RRF_UMLSMRDEF_RRF_UMLSRRFnm8XPVYtqTCc7MRCONSO_RRF_UMLSrrf-v2-36node-manifold