datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
atlas-20-information-barrier-and-the-prompt-endpoint
ATLAS report 20: does the information barrier suppress verification, and where does the prompt line end?
Complete raw products of ATLAS rl-training report 20 (GitHub issue #43).
Two new selector surfaces over every question of the canonical LiveCodeBench
(175) and GPQA (198) validation sets, each question with all eight of its
cached candidates revealed. Both carry report 18's comparison closing and
change only the system message:
barrier relaxed — the finalization paragraph's… See the full description on the dataset page: https://huggingface.co/datasets/t2ance/atlas-20-information-barrier-and-the-prompt-endpoint.hf-inference-endpoint-benchmarks
Raw benchmark result files
Raw JSON outputs from the sessions described in benchmarking-methodology.md. Model: Qwen3.5-4B family, hf-endpoints deployed via the configs documented in cli-and-api.md.
Short-prompt decode comparison (valid metric — prompt negligible vs output, see trap #1 in methodology doc)
File
Setup
llamacpp_results.json
llama.cpp, GGUF Q8_0, MTP, A10G
vllm_results.json
vLLM, FP8-dynamic, MTP, A10G
vllm_bf16_results.json
vLLM, bf16… See the full description on the dataset page: https://huggingface.co/datasets/LostGentoo/hf-inference-endpoint-benchmarks.clinical-quad-endpoint-adjudication-drift-blinding-breach-pressure-governance-submission-v0.1Clarus Clinical Quad Coupling Endpoint Adjudication Integrity v0.1
PurposeDetect adjudication drift driven by four interacting nodes.
Quad nodes
Endpoint cluster shift
Blinding gap or reviewer dominance
Operational or vendor process change
Governance submission or review pressure
InputOne vignette.
OutputStrict JSON only.
Required keys
adjudication_integrity_risk
risk_type
driver_nodes
recommended_action
action_detail
rationale
confidence… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-endpoint-adjudication-drift-blinding-breach-pressure-governance-submission-v0.1.clinical-quad-adjudication-drift-endpoint-reclassification-timing-pressure-v0.1Clarus Clinical Quad Coupling Adjudication Drift Endpoint Reclassification Timing Pressure v0.1
What this dataset isThis dataset tests whether a model can detect endpoint adjudication drift driven by four interacting nodes.
Quad coupling nodes
Clustered endpoint reclassification
Source data delay or missing uploads
Exposure or dose documentation gaps
Governance or interim analysis pressure
Input
One vignette
OutputReturn strict JSON only.
Required output JSON keys… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-adjudication-drift-endpoint-reclassification-timing-pressure-v0.1.clinical-quad-endpoint-adjudication-timing-missingness-conmed-bias-v0.1Clarus Clinical Quad Coupling Endpoint Adjudication Timing Missingness Conmed Bias v0.1
What this dataset isThis dataset tests whether a model can detect endpoint adjudication risk driven by four interacting nodes.
Quad coupling nodes
Measurement or assessment timing drift
Concomitant medication or treatment timing
Data missingness affecting classification
Governance constraints such as committee deadlines or interim reviews
Input
One vignette in prompt
OutputReturn strict JSON… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-endpoint-adjudication-timing-missingness-conmed-bias-v0.1.clinical-quad-endpoint-adjudication-bias-missingness-timing-pressure-v0.1Clarus Clinical Quad Coupling Endpoint Adjudication Bias Missingness Timing Pressure v0.1
What this dataset isThis dataset tests whether a model can detect endpoint adjudication bias created by four interacting forces.
Quad coupling nodes
Endpoint rate or classification shift
Data latency or packet incompleteness
Concomitant exposure or contextual missingness
Governance pressure such as interim look, submission, earnings, or regulator briefing
Input
One vignette
OutputReturn… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-endpoint-adjudication-bias-missingness-timing-pressure-v0.1.