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End of training

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  1. README.md +58 -0
  2. config.json +22 -0
  3. model.safetensors +3 -0
  4. training_args.bin +3 -0
README.md ADDED
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+ ---
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+ base_model: openai/clip-vit-base-patch32
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: clip-fine-tuned-satellite-20240821
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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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+ # clip-fine-tuned-satellite-20240821
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+
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+ This model is a fine-tuned version of [openai/clip-vit-base-patch32](https://huggingface.co/openai/clip-vit-base-patch32) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 2.9588
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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: 3e-05
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+ - train_batch_size: 64
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+ - eval_batch_size: 64
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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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+ - num_epochs: 2
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+ - mixed_precision_training: Native AMP
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss |
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+ |:-------------:|:-----:|:----:|:---------------:|
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+ | 1.4974 | 1.0 | 20 | 3.0190 |
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+ | 1.3733 | 2.0 | 40 | 2.9588 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.44.0
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+ - Pytorch 2.4.0+cu121
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+ - Datasets 2.20.0
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+ - Tokenizers 0.19.1
config.json ADDED
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+ {
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+ "_name_or_path": "openai/clip-vit-base-patch32",
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+ "architectures": [
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+ "CLIPModel"
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+ ],
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+ "initializer_factor": 1.0,
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+ "logit_scale_init_value": 2.6592,
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+ "model_type": "clip",
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+ "projection_dim": 512,
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+ "text_config": {
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+ "bos_token_id": 0,
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+ "dropout": 0.0,
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+ "eos_token_id": 2,
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+ "model_type": "clip_text_model"
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+ },
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.44.0",
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+ "vision_config": {
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+ "dropout": 0.0,
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+ "model_type": "clip_vision_model"
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+ }
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+ }
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