basin-map
stq-basin-map
STQ basin map — 30,000 served cells
The basin map for three builds of LiquidAI/LFM2-8B-A1B: the F16 baseline and two
simulated quantization builds (levels7, stq2_0). Each cell is one generation from a
baseline sampling configuration, classified as loop / completion / short.
Simulated builds. These are F16 containers whose routed-expert tensors hold the format's
reconstructed values — not real quantized models. Decode speed would measure F16.
Grid
100 temperatures… See the full description on the dataset page: https://huggingface.co/datasets/justinbalexander/stq-basin-map.climate-resilient-basin-gradient-intervention-mapping-v0.1What this dataset tests
Map the gradient from the current basintoward a more resilient basinand rank intervention levers by coherence gain.
Required outputs
target resilient basin
basin gradient vector
ranked leverage points
projected coherence gain
tradeoff profile
monitoring signals
Use case
Third layer of Planetary Basin Transition Maps.
clinical-pathological-basin-constraint-mapping-v0.1What this dataset tests
What constraints keep a pathological basin stable.
Not just featuresExit barriers.
Required outputs
basin constraints
type and strength
leverage points
minimal constraint break set
measurement plan
Use case
First layer of the Therapeutic Niche Construction Kit.
premier-league-basin-polarity-drift-vector-mapping-v0.1What this dataset tests
Whether an intelligence system can map
momentum polarity, drift direction, and basin depth in live play.
Required outputs
basin polarity score
drift vector
drift speed index
basin depth index
next basin risk
drift driver features
clinical-patient-manifold-construction-and-basin-mapping-v0.1What this dataset tests
Whether a system can place patients onto a continuous disease manifold.
And identify basins with invariant feature sets.
This is not subtype labeling.
It is basin mapping.
Required outputs
patient_manifold_coordinates
basin_assignment
basin_confidence_score
basin_boundary_flags
invariant_feature_set
Basin boundary flags
near_boundary yesMixed features.
Potential cross-basin transitions.
High risk of response heterogeneity in trials.
Use case
Clinical trial… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-patient-manifold-construction-and-basin-mapping-v0.1.clinical-latent-basin-directionality-mapping-v0.2
Clinical Latent Basin Directionality Mapping v0.2
What this is
A small dataset that tests one question:
Can you detect when a clinical system is moving toward a failing basin, not just sitting under pressure?
This repo focuses on latent basin directionality mapping.
It models a system where:
basin stability may weaken
directional pressure may rise
recovery gradient may flatten
escape resistance may lock the system into a worsening basin
Run this first… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-latent-basin-directionality-mapping-v0.2.