Update README.md

README.md

@@ -13,95 +13,27 @@ tags:
 
 # SpotVortex TFT Dual-Head Risk Model (ONNX)
 
-This repository contains the production TFT ONNX artifact used by SpotVortex for spot risk inference.
+Production ONNX artifact used by SpotVortex for spot instance risk inference. Outputs dual risk scores — capacity and runtime — per instance type and availability zone.
 
-## Data Source Attribution
-
-Training data is based on Spot market telemetry from SpotLake:
-- https://spotlake.ddps.cloud/
-
-## Supported Cloud Scope
+---
 
-- Cloud: `aws`
-- Supported node families:
-- `c5`
-- `c5a`
-- `c5ad`
-- `c5d`
-- `c5n`
-- `c6a`
-- `c6g`
-- `c6gd`
-- `c6gn`
-- `c6i`
-- `c6id`
-- `c6in`
-- `c7a`
-- `c7g`
-- `c7gd`
-- `c7gn`
-- `c7i`
-- `c7i-flex`
-- `m5`
-- `m5a`
-- `m5ad`
-- `m5d`
-- `m5dn`
-- `m5n`
-- `m5zn`
-- `m6a`
-- `m6g`
-- `m6gd`
-- `m6i`
-- `m6id`
-- `m6idn`
-- `m6in`
-- `m7a`
-- `m7g`
-- `m7gd`
-- `m7i`
-- `m7i-flex`
-- `r5`
-- `r5a`
-- `r5ad`
-- `r5b`
-- `r5d`
-- `r5dn`
-- `r5n`
-- `r6a`
-- `r6g`
-- `r6gd`
-- `r6i`
-- `r6id`
-- `r6idn`
-- `r6in`
-- `r7a`
-- `r7g`
-- `r7gd`
-- `r7i`
-- `r7iz`
-- `t2`
-- `t3`
-- `t3a`
-- `t4g`
+## Data Source
 
-## Artifact Contents
+Training data is sourced from **SpotLake** spot market telemetry:
+🔗 [https://spotlake.ddps.cloud/](https://spotlake.ddps.cloud/)
 
-- `tft.onnx` (ONNX graph)
-- `tft.onnx.data` (external tensor data sidecar)
-- `MODEL_MANIFEST.json` (checksums + model scope)
-- `supported_instance_families.txt` (flat list for quick inspection)
-- `LICENSE` (non-commercial proprietary terms)
+---
 
-## Model Interface (Runtime Contract)
+## Cloud Scope
 
-- Input tensor: float32 sequence with 10 features per timestep
-- Output tensors:
-  - `capacity_score`
-  - `runtime_score`
+| Dimension | Value |
+|-----------|-------|
+| Cloud Provider | AWS |
+| Instance Families | 57 (see below) |
 
-## Notes
+### Supported Instance Families
 
-- This public release intentionally excludes private data-preparation internals and tuning details.
-- Commercial use is prohibited without prior written permission (see `LICENSE`).
-- For deployment/runtime integration, use the SpotVortex agent repository.
+| 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` |
+|