ebnezr-isaac/qwen3-0.6b-traffic-signal-ft0-stock
text-generation model by ebnezr-isaac
From the publisher
Model card & documentation
Source previewRead the publisher’s intended use, setup instructions, evaluations and limitations. The original model card is the source of truth.
Unmodified Qwen3-0.6B compiled through exactly the same int4 ONNX pipeline as the fine-tuned models, so comparisons isolate the effect of fine-tuning. The dissertation found the catalog WebGPU build of Qwen3-0.6B emitting garbage tokens on an RTX 2060, and that the same weights in a different serving artifact behaved like a different controller, which is why this control exists. Then drive a SUMO simulation with it from the project repo: The controller asks the model for the next green phase as JSON; a deterministic safety shield (conflict-free phases only, MaxPressure fallback, anti-starvation timer) sits underneath it, and every decision goes into a signed, hash-chained audit log. Prompt formats and the exact system prompts are in src/slmagent.py.…
Read the full model card ↗ · Preview checked 2026-10-06T07:40:04.451Z
Inside the original model card — Document outline
- Stock Qwen3-0.6B, int4 ONNX for Foundry Local (control for the fine-tuned models)
- Use it with Foundry Local
- Limitations
- Training data
- Citation
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Documentation belongs to its respective authors. Reported project/model license: apache-2.0. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.
Model overview
ebnezr-isaac/qwen3-0.6b-traffic-signal-ft0-stock is a text-generation model repository published by ebnezr-isaac on Hugging Face. The source reports the onnxruntime-genai library.
This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.
Model facts
- Task
- text-generation
- Library
- onnxruntime-genai
- Recent downloads (30 days)
- 0
- Cumulative likes
- 0
- Hugging Face trending score
- 0
- Reported safetensors parameters
- Not reported
- Architecture
- Not reported
- License
- apache-2.0
- Access
- Not gated by Hugging Face
- Created
- 2026-10-06T06:12:47.000Z
- Last modified
- 2026-10-06T06:18:03.000Z
Compatibility and lineage
Language coverage was not reported.
Reported base models: Qwen/Qwen3-0.6B
Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.
Use and evaluate
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Source and freshness
Source: Hugging Face Hub. Metadata observed 2026-10-06T06:39:56.505Z. Daily imports are snapshots, not real-time monitoring.
Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.