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TVP model for temporal video grounding

config.json

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+{
+    "model_type": "tvp",
+    "alpha": 1.0,
+    "beta": 0.1,
+    "vp_type": "framepad",
+    "vp_apply": "replace",
+    "max_img_size": 448,
+    "pad_size": 96,
+    "num_frm": 48,
+    "attention_probs_dropout_prob": 0.1,
+    "hidden_size": 768,
+    "classifier": "mlp",
+    "classifier_dropout": null,
+    "cls_hidden_scale": 2,
+    "hidden_act": "gelu",
+    "hidden_dropout_prob": 0.1,
+    "initializer_range": 0.02,
+    "intermediate_size": 3072,
+    "layer_norm_eps": 1e-12,
+    "max_grid_col_position_embeddings": 100,
+    "max_grid_row_position_embeddings": 100,
+    "max_position_embeddings": 512,
+    "num_attention_heads": 12,
+    "num_hidden_layers": 12,
+    "pad_token_id": 0,
+    "position_embedding_type": "absolute",
+    "transformers_version": "4.29.2",
+    "type_vocab_size": 2,
+    "use_cache": true,
+    "vocab_size": 30522,
+    "max_text_length": 100,
+    "vision_config": {
+        "model_type": "tvp_vision_model",
+        "input_format": "BGR",
+        "features": ["res5"],
+        "resnets_depth": 50,
+        "resnets_num_groups": 1,
+        "resnets_width_per_group": 64,
+        "resnets_stem_input_channels": 3,
+        "resnets_stem_out_channels": 64,
+        "resnets_res_out_channels": 256,
+        "resnets_res_dilation": 1,
+        "backbone_freeze_at": 2,
+        "grid_encoder_conv_input_size": 2048,
+        "grid_encoder_conv_output_size": 768
+    }
+}

preprocessor_config.json

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+{
+    "do_center_crop": false,
+    "do_normalize": true,
+    "do_resize": true,
+    "do_rescale": false,
+    "do_padding": true,
+    "image_mean": [8.2381, 7.3115, 6.6981],
+    "image_std": [9.6335, 9.0659, 8.7213],
+    "processor_class": "TVPProcessor",
+    "max_size": 448,
+    "padding_size": {"height": 448, "width": 448},
+    "tokenizer": "bert-base-uncased"
+}

pytorch_model.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:fcae30a6c715639d1f5d4255a53ce0b479d058f96b3d2f7c554a1fa78410289a
+size 673739769