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feat(annotate): default VLM to Qwen3.6-35B-A3B-FP8
Match the production target used in examples/annotations/run_hf_job.py. Per Scale Labs' dense-captioning ablations, model capacity dominates prompt-engineering gains; defaulting to the larger model avoids shipping a worst-tier configuration out of the box. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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@@ -102,7 +102,7 @@ class VlmConfig:
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# ``openai`` talks to a local OpenAI-compatible server; the CLI
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# auto-spawns one when ``auto_serve=True``.
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backend: str = "openai"
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model_id: str = "Qwen/Qwen2.5-VL-7B-Instruct"
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model_id: str = "Qwen/Qwen3.6-35B-A3B-FP8"
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# OpenAI-compatible server endpoint; ``EMPTY`` works for local servers.
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api_base: str = "http://localhost:8000/v1"
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