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@@ -143,6 +143,10 @@ Run `uv run qwen3vl-detect.py --help` for the full flag set. Most-tuned flags:
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  ## Worked examples
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  These public datasets were generated with the recommended config (Qwen3.6-35B-A3B on a100-large via vllm/vllm-openai:latest, 20 sampled rows each, shuffle seed 42) and can be inspected as reference:
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  | Output dataset | Source | Prompt | Headline result |
 
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  ## Worked examples
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+ ![Qwen3.6-35B-A3B detecting an American Black Bear in a camera-trap photo (left: prediction, right: ground truth)](./example-ena24-bear.png)
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+ *Zero-shot detection on `davanstrien/ena24-detection` (camera-trap wildlife) — left panel shows the model's `Black_Bear` prediction with a tight box; right shows ground truth at the same coordinates. See [`davanstrien/qwen3.6-ena24-20samples`](https://huggingface.co/datasets/davanstrien/qwen3.6-ena24-20samples) for the full 20-row output dataset.*
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  These public datasets were generated with the recommended config (Qwen3.6-35B-A3B on a100-large via vllm/vllm-openai:latest, 20 sampled rows each, shuffle seed 42) and can be inspected as reference:
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  | Output dataset | Source | Prompt | Headline result |