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softcane/
spot-vortex

Name: spot-vortex
Availability: InStock

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SpotVortex TFT Dual-Head Risk Model (ONNX)

Production ONNX artifact used by SpotVortex for spot instance risk inference. Outputs dual risk scores; capacity and runtime risk per instance type and availability zone.

Data Source

Training data is sourced from SpotLake spot market telemetry: 🔗 https://spotlake.ddps.cloud/

Cloud Scope

Dimension	Value
Cloud Provider	AWS
Instance Families	57 (see below)

Supported Instance Families

Gen	Compute (`c`)	General Purpose (`m`)	Memory (`r`)	Burstable (`t`)
5	`c5` `c5a` `c5ad` `c5d` `c5n`	`m5` `m5a` `m5ad` `m5d` `m5dn` `m5n` `m5zn`	`r5` `r5a` `r5ad` `r5b` `r5d` `r5dn` `r5n`	`t2` `t3` `t3a`
6	`c6a` `c6g` `c6gd` `c6gn` `c6i` `c6id` `c6in`	`m6a` `m6g` `m6gd` `m6i` `m6id` `m6idn` `m6in`	`r6a` `r6g` `r6gd` `r6i` `r6id` `r6idn` `r6in`	—
7	`c7a` `c7g` `c7gd` `c7gn` `c7i` `c7i-flex`	`m7a` `m7g` `m7gd` `m7i` `m7i-flex`	`r7a` `r7g` `r7gd` `r7i` `r7iz`	`t4g`

Artifact Contents

File	Description
`tft.onnx`	ONNX computation graph
`tft.onnx.data`	External tensor data sidecar
`MODEL_MANIFEST.json`	Checksums and model scope metadata
`supported_instance_families.txt`	Flat list of supported families for quick inspection
`LICENSE`	Non-commercial proprietary terms

Model Interface

Input

Property	Value
Tensor type	`float32`
Shape	`[batch, timesteps, 10]`
Features per timestep	10

Outputs

Tensor Name	Description
`capacity_score`	Predicted spot capacity availability risk
`runtime_score`	Predicted spot instance interruption/runtime risk

Usage & Restrictions

Topic	Detail
Runtime integration	Use the SpotVortex agent repository
Commercial use	❌ Prohibited without prior written permission — see `LICENSE`
Data internals	Private data-preparation pipelines and tuning details are excluded

softcane/spot-vortex