feat: test upload - Trendyol DinoV2 Product Similarity and Retrieval Embedding Model
7bc81ce
verified
| { | |
| "model_type": "trendyol_dinov2", | |
| "architectures": [ | |
| "TrendyolDinoV2Model" | |
| ], | |
| "auto_map": { | |
| "AutoConfig": "modeling_trendyol_dinov2.TrendyolDinoV2Config", | |
| "AutoModel": "modeling_trendyol_dinov2.TrendyolDinoV2Model", | |
| "AutoImageProcessor": "image_processing_trendyol_dinov2.TrendyolDinoV2ImageProcessor" | |
| }, | |
| "backbone_name": "dinov2_vitb14", | |
| "embedding_dim": 256, | |
| "hidden_size": 256, | |
| "in_features": 768, | |
| "use_arcface_loss": true, | |
| "input_size": 224, | |
| "downscale_size": 332, | |
| "pad_color": 255, | |
| "jpeg_quality": 90, | |
| "normalization": { | |
| "mean": [ | |
| 0.485, | |
| 0.456, | |
| 0.406 | |
| ], | |
| "std": [ | |
| 0.229, | |
| 0.224, | |
| 0.225 | |
| ] | |
| }, | |
| "preprocessing": { | |
| "input_size": 224, | |
| "downscale_size": 332, | |
| "pad_color": 255, | |
| "jpeg_quality": 90, | |
| "transforms": [ | |
| "DownScaleLanczos", | |
| "JPEGCompression", | |
| "ScaleImage", | |
| "PadToSquare", | |
| "Resize", | |
| "ToTensor", | |
| "Normalize" | |
| ] | |
| }, | |
| "task_type": "image-retrieval", | |
| "training_info": { | |
| "epoch": "9", | |
| "torch_version": "2.8.0" | |
| }, | |
| "torch_dtype": "float32", | |
| "transformers_version": "4.20.0" | |
| } |