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https://github.com/vladmandic/automatic
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Add model architecture coverage tests: - VQA model family detection for 19 architectures - Florence special prompts test (<OD>, <OCR>, <CAPTION>, etc.) - Moondream detection features test - VQA architecture capabilities test - Tagger model types and WD version comparison tests Improve test validation: - Add is_meaningful_answer() to reject responses like "." - Verify parameters have actual effect (not just accepted) - Show actual output traces in PASS/FAIL messages - Fix prefill tests to verify keep_prefill behavior Add configurable timeout: - Default timeout increased to 300s for slow models - Add --timeout CLI argument for customization Other improvements: - Add JoyCaption to recognized model families - Reduce BLIP models to avoid reloading large models - Better detection result validation for annotated images