Publish SpotVortex TFT ONNX release

LICENSE

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+SpotVortex Non-Commercial License
+
+Copyright (c) 2026 SpotVortex. All rights reserved.
+
+1. Grant of Permission (Non-Commercial Only)
+Permission is granted to use, copy, and redistribute this model and associated files
+solely for non-commercial purposes, including research, personal projects, evaluation,
+and internal testing.
+
+2. Commercial Use Prohibited Without Permission
+Any commercial use is strictly prohibited unless you obtain prior written permission
+from the copyright holder. Commercial use includes, but is not limited to:
+- selling, licensing, or sublicensing the model or derivatives;
+- using the model in paid products or paid services;
+- using the model to generate revenue directly or indirectly.
+
+3. No Trademark Rights
+This license does not grant any right to use trademarks, service marks, or logos.
+
+4. No Warranty
+THE MODEL IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED.
+IN NO EVENT SHALL THE COPYRIGHT HOLDER BE LIABLE FOR ANY CLAIM, DAMAGES, OR OTHER LIABILITY.
+
+5. Contact for Commercial Licensing
+For commercial licensing requests, contact: softcane@gmail.com

MODEL_MANIFEST.json

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+{
+  "schema_version": "v1",
+  "generated_at": "2026-02-17T11:06:30Z",
+  "cloud": "aws",
+  "supported_instance_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"
+  ],
+  "model_scope": {
+    "cloud": "aws",
+    "supported_instance_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"
+    ]
+  },
+  "artifacts": {
+    "tft.onnx": {
+      "path": "tft.onnx",
+      "sha256": "db934d4d991846d9c40a5541e478d6d9a49580f6d0fdeede60b1f80f4b789290"
+    },
+    "tft.onnx.data": {
+      "path": "tft.onnx.data",
+      "sha256": "b00a90344c6bd90927dc895de727eeb3782f46dd936d7858026a6c33a76a3f43"
+    },
+    "rl_policy.onnx": {
+      "path": "rl_policy.onnx",
+      "sha256": "7641814180d22643f980c18f7c99fb573a51549baae515a0afbb03a1a84515cc"
+    },
+    "rl_policy.onnx.data": {
+      "path": "rl_policy.onnx.data",
+      "sha256": "d6249d08d2a1f816d19ad8eccf6afc3508a21e25356c18b3d9d43faac67318f7"
+    }
+  },
+  "parity": {
+    "status": "validated_in_export_script",
+    "notes": "TFT/RL ONNX load checks run in this export pipeline."
+  }
+}

README.md

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+---
+language:
+- en
+license: other
+library_name: onnxruntime
+tags:
+- onnx
+- forecasting
+- spot-instances
+- kubernetes
+- cloud-cost
+---
+
+# SpotVortex TFT Dual-Head Risk Model (ONNX)
+
+This repository contains the production TFT ONNX artifact used by SpotVortex for spot risk inference.
+
+## 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`
+
+## Artifact Contents
+
+- `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)
+
+- Input tensor: float32 sequence with 10 features per timestep
+- Output tensors:
+  - `capacity_score`
+  - `runtime_score`
+
+## Notes
+
+- 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.

supported_instance_families.txt

@@ -0,0 +1,60 @@
+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

tft.onnx

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+version https://git-lfs.github.com/spec/v1
+oid sha256:db934d4d991846d9c40a5541e478d6d9a49580f6d0fdeede60b1f80f4b789290
+size 2730