datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Gradient-Decomposition-Assay
Gradient Decomposition Assay (GDA)
This repository contains the CSV corpus and summary tables for the Gradient Decomposition Assay, an exploratory behavioral evaluation of how frontier language models respond to an eight-vector prompt manifold ranging from benign technical tasks to adversarial compression and counterfactual/narrative reframing.
Why this repository uses multiple configurations
The CSV files in this dataset are not all the same table. The row-level… See the full description on the dataset page: https://huggingface.co/datasets/devinendorphin/Gradient-Decomposition-Assay.market-agent-type-flow-decomposition-v0.1What this dataset tests
Whether a system can inferwhich agent types drive market flowsand how large each agent block is.
This is structural flow attribution.Not sector analysis.Not price prediction.
Required outputs
dominant agent type
agent mix vector
flow pressure direction
positioning intensity
stability state
Constraints
Market only.Infer from flow, order book, and volatility context.Do not predict price.
Evaluation focus
High scores requireagent type identifiedmix vector… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/market-agent-type-flow-decomposition-v0.1.system-prompts-task-decomposition-v1
System Prompts – Task Decomposition
This dataset contains synthetic system prompts designed to guide AI models toward structured, step-by-step task decomposition behavior.
Intended Use
Prompt engineering research
Educational demonstrations
System prompt experimentation
Notes
All prompts are synthetic and generic.
clinical-placebo-biochemical-meaning-signal-decomposition-v0.1What this dataset tests
Whether a model can separate outcome signalinto biochemical and meaning-response components.
It penalizes
attributing everything to biology
ignoring belief and context
failing to admit uncertainty
Required outputs
projected_biochemical_effect_0_100
projected_meaning_response_0_100
residual_uncertainty_0_100
Suggested prompt wrapper
System
You decompose clinical outcomes into biochemical and meaning components.
User
Intervention{intervention}… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-placebo-biochemical-meaning-signal-decomposition-v0.1.sft-decomposition-dataset