End of training

README.md

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+---
+library_name: transformers
+license: cc-by-nc-4.0
+base_model: facebook/timesformer-hr-finetuned-k600
+tags:
+- generated_from_trainer
+model-index:
+- name: timesformer-crime-detection
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# timesformer-crime-detection
+
+This model is a fine-tuned version of [facebook/timesformer-hr-finetuned-k600](https://huggingface.co/facebook/timesformer-hr-finetuned-k600) on an unknown dataset.
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 5e-05
+- train_batch_size: 2
+- eval_batch_size: 2
+- seed: 42
+- gradient_accumulation_steps: 16
+- total_train_batch_size: 32
+- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 500
+- num_epochs: 5
+
+### Framework versions
+
+- Transformers 4.52.3
+- Pytorch 2.6.0+cu124
+- Datasets 3.6.0
+- Tokenizers 0.21.1

config.json

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+{
+  "architectures": [
+    "TimesformerForVideoClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "attention_type": "divided_space_time",
+  "drop_path_rate": 0,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "Device_control",
+    "1": "chest pain",
+    "2": "falling",
+    "3": "kicking",
+    "4": "punching_slapping",
+    "5": "pushing",
+    "6": "shooting_pose",
+    "7": "throw"
+  },
+  "image_size": 448,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "Device_control": 0,
+    "chest pain": 1,
+    "falling": 2,
+    "kicking": 3,
+    "punching_slapping": 4,
+    "pushing": 5,
+    "shooting_pose": 6,
+    "throw": 7
+  },
+  "layer_norm_eps": 1e-06,
+  "model_type": "timesformer",
+  "num_attention_heads": 12,
+  "num_channels": 3,
+  "num_frames": 16,
+  "num_hidden_layers": 12,
+  "patch_size": 16,
+  "qkv_bias": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.52.3"
+}

model.safetensors

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+size 486921632

training_args.bin

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