Model save
Browse files- README.md +61 -0
- final_model/config.json +32 -0
- final_model/model.safetensors +3 -0
- final_model/training_args.bin +3 -0
- model.safetensors +1 -1
README.md
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---
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library_name: transformers
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base_model: openai/clip-vit-large-patch14
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tags:
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- generated_from_trainer
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model-index:
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- name: extrapolation_length
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results: []
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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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# extrapolation_length
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This model is a fine-tuned version of [openai/clip-vit-large-patch14](https://huggingface.co/openai/clip-vit-large-patch14) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 8.8394
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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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: 64
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- eval_batch_size: 64
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- seed: 42
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- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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- lr_scheduler_type: linear
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- num_epochs: 5
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 3.9911 | 1.0 | 143 | 4.0915 |
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| 3.5334 | 2.0 | 286 | 4.1939 |
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| 2.5919 | 3.0 | 429 | 4.4430 |
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| 1.2594 | 4.0 | 572 | 5.6924 |
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| 0.3287 | 5.0 | 715 | 8.8394 |
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### Framework versions
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- Transformers 4.49.0
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- Pytorch 2.6.0+cu124
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- Datasets 3.4.0
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- Tokenizers 0.21.1
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final_model/config.json
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{
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"_name_or_path": "openai/clip-vit-large-patch14",
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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": 768,
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"text_config": {
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"dropout": 0.0,
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"hidden_size": 768,
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"intermediate_size": 3072,
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"model_type": "clip_text_model",
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"num_attention_heads": 12,
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"projection_dim": 768,
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"torch_dtype": "float32"
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},
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"torch_dtype": "float32",
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"transformers_version": "4.49.0",
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"vision_config": {
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"dropout": 0.0,
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"hidden_size": 1024,
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"intermediate_size": 4096,
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"model_type": "clip_vision_model",
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"num_attention_heads": 16,
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"num_hidden_layers": 24,
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"patch_size": 14,
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"projection_dim": 768,
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"torch_dtype": "float32"
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}
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}
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final_model/model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 1710537716
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final_model/training_args.bin
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version https://git-lfs.github.com/spec/v1
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size 5368
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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