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End of training

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  1. README.md +57 -0
  2. config.json +39 -0
  3. model.safetensors +3 -0
  4. preprocessor_config.json +27 -0
  5. training_args.bin +3 -0
README.md ADDED
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+ ---
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+ license: cc-by-nc-4.0
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+ base_model: MCG-NJU/videomae-base-finetuned-kinetics
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: videomae-base-finetuned-kinetics_m_v2
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+ results: []
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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+ should probably proofread and complete it, then remove this comment. -->
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+
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+ # videomae-base-finetuned-kinetics_m_v2
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+
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+ This model is a fine-tuned version of [MCG-NJU/videomae-base-finetuned-kinetics](https://huggingface.co/MCG-NJU/videomae-base-finetuned-kinetics) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - eval_loss: 0.0001
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+ - eval_accuracy: 1.0
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+ - eval_runtime: 50.8557
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+ - eval_samples_per_second: 0.393
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+ - eval_steps_per_second: 0.197
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+ - epoch: 0.33
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+ - step: 212
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 5e-05
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+ - train_batch_size: 2
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+ - eval_batch_size: 2
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+ - seed: 42
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+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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+ - lr_scheduler_type: linear
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+ - lr_scheduler_warmup_ratio: 0.1
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+ - training_steps: 652
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+
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+ ### Framework versions
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+
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+ - Transformers 4.35.2
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+ - Pytorch 2.1.1+cu118
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+ - Datasets 2.15.0
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+ - Tokenizers 0.15.0
config.json ADDED
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+ {
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+ "_name_or_path": "MCG-NJU/videomae-base-finetuned-kinetics",
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+ "architectures": [
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+ "VideoMAEForVideoClassification"
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+ ],
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+ "attention_probs_dropout_prob": 0.0,
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+ "decoder_hidden_size": 384,
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+ "decoder_intermediate_size": 1536,
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+ "decoder_num_attention_heads": 6,
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+ "decoder_num_hidden_layers": 4,
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+ "hidden_act": "gelu",
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+ "hidden_dropout_prob": 0.0,
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+ "hidden_size": 768,
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+ "id2label": {
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+ "0": "0_no_lifting",
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+ "1": "1_lifting"
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+ },
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+ "image_size": 224,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 3072,
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+ "label2id": {
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+ "0_no_lifting": 0,
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+ "1_lifting": 1
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+ },
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+ "layer_norm_eps": 1e-12,
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+ "model_type": "videomae",
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+ "norm_pix_loss": false,
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+ "num_attention_heads": 12,
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+ "num_channels": 3,
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+ "num_frames": 16,
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+ "num_hidden_layers": 12,
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+ "patch_size": 16,
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+ "problem_type": "single_label_classification",
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+ "qkv_bias": true,
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.35.2",
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+ "tubelet_size": 2,
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+ "use_mean_pooling": true
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+ }
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+ "do_center_crop": true,
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+ "feature_extractor_type": "VideoMAEFeatureExtractor",
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+ "image_mean": [
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+ ],
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+ "image_processor_type": "VideoMAEImageProcessor",
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+ "image_std": [
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+ }
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