initial upload: 8-classifier video pipeline

README.md

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+---
+license: mit
+language:
+  - en
+tags:
+  - video-generation
+  - text-classification
+  - routing
+  - steady
+  - byteSteady
+  - switchboard
+library_name: steady
+---
+
+# switchboard-video-v1
+
+8-classifier pipeline for video generation prompt routing. Each model classifies
+one dimension of a video generation request: length, complexity, style, quality,
+camera movement, physics, reference modality, and cost tier.
+
+## Architecture
+
+These models power [switchboard](https://github.com/xDarkicex/switchboard), a
+zero-alloc AI proxy engine that classifies incoming prompts and routes them to
+the cheapest capable video generation provider.
+
+```
+POST /v1/chat/completions
+  → extract user message
+  → 8-classifier pipeline (~2ms)
+  → logic-based routing rules
+  → upstream provider (runway, openai, kling, stability)
+```
+
+## Models
+
+| Model | Dimension | Labels | Size |
+|---|---|---|---|
+| `length.bin` | Duration | short, medium, long, multi_stage | 51 MB |
+| `complexity.bin` | Scene complexity | simple, multi_subject, multi_stage | 51 MB |
+| `style.bin` | Visual style | photorealistic, cinematic, animation, 3d, motion_graphics | 51 MB |
+| `quality.bin` | Resolution / fidelity | basic, 4k, 8k, production-grade | 51 MB |
+| `camera.bin` | Camera movement | static, dolly, tracking, orbital, fpv | 51 MB |
+| `physics.bin` | Physical simulation | none, basic, particle, fluid, cloth | 51 MB |
+| `refs.bin` | Reference modality | none, image, video, audio, multi | 51 MB |
+| `cost.bin` | Cost tier | cheap, medium, expensive | 51 MB |
+
+## Training
+
+```sh
+# Clone the switchboard repo
+git clone https://github.com/xDarkicex/switchboard
+cd switchboard
+
+# Generate training data
+./switchboard synth \
+  --preset ./presets/video/synth.yaml \
+  --real ./presets/video/real_prompts.yaml \
+  --per-intent 1500 --output ./presets/video/training.txt
+
+# Train all 8 models
+go run ./scripts/train-pipeline
+```
+
+Training data: 42,731 examples (231 human-annotated + 5,000 auto-tagged + 37,500 synthetic).
+42,731 examples × 8 labels = 341,848 multi-label training lines.
+
+## Inference
+
+```go
+import "github.com/xDarkicex/switchboard/internal/operator"
+
+cfg := operator.PipelineConfig{
+    Style: operator.PipelineSlot{
+        ModelPath: "models/style.bin",
+        DefaultVal: "cinematic",
+        Labels: []string{"cinematic", "photorealistic", "animation", "3d", "motion_graphics"},
+    },
+    // ... 7 more dimensions
+}
+pipeline, _ := operator.NewPipeline(cfg)
+defer pipeline.Close()
+
+tags, _ := pipeline.Classify("Make a cinematic video of a dragon")
+// tags.Style = "cinematic"
+// tags.Length = "medium"
+// tags.Cost = "medium"
+```
+
+## License
+
+MIT — same as [switchboard](https://github.com/xDarkicex/switchboard).
+
+## Citation
+
+```bibtex
+@software{switchboard2026,
+  author = {xDarkicex},
+  title = {switchboard-video-v1: 8-classifier pipeline for video generation routing},
+  year = {2026},
+  url = {https://huggingface.co/LibraVDB/switchboard-video-v1}
+}
+```

camera.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:2e5127ccf31414228070f719574dfe42adef285189eb65525e481672c842d7ff
+size 51201376

complexity.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:3c2fa8f61fc4372e1375008ee2b0706af59755a49df760839e98b779d54a223a
+size 51201108

cost.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:4e11da79a6e7ee97ff48fa457b2c63254b301128c7c47fc1c3e4a582c7b61f44
+size 51200840

length.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:f63fb87aa87bb0def8edb4e9e673a84166bb54705793b2e30824845785c88bef
+size 51201108

physics.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:d3a3e0ab7f11e777673e26593539792164ff8059dc7339544412ced0fbfec770
+size 51201376

quality.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:49ceacec35810ed1de8433ce2338e643d21264e3e920efc74319c0e6d492fcf8
+size 51201108

refs.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:cea425c673224d412330329aa798ca5727cbafa6bd70ebb96d573219d07039a2
+size 51201376

style.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:cca63cd70bec5c65fb642c368494b8cf673f22f7457d160db6d1787c45fe1914
+size 51201376