🍻 cheers
Browse files- README.md +7 -20
- all_results.json +2 -11
- eval_results.json +2 -6
- model.safetensors +1 -1
- runs/Jan15_20-52-25_3d60fa82d02d/events.out.tfevents.1736974350.3d60fa82d02d.1199.0 +2 -2
README.md
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tags:
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- image-classification
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- generated_from_trainer
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metrics:
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- accuracy
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model-index:
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- name: logo-matching-base
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results: []
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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 the ellabettison/logo-matching dataset.
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It achieves the following results on the evaluation set:
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## Model description
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- lr_scheduler_type: linear
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- num_epochs: 10
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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| 0.014 | 1.0 | 47 | 0.0481 | 0.2881 |
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| 0.0127 | 2.0 | 94 | 0.0544 | 0.1284 |
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| 0.0097 | 3.0 | 141 | 0.0565 | 0.1339 |
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| 0.0062 | 4.0 | 188 | 0.0624 | 0.1670 |
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| 0.0051 | 5.0 | 235 | 0.0594 | 0.2367 |
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| 0.0037 | 6.0 | 282 | 0.0646 | 0.2092 |
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| 0.0023 | 7.0 | 329 | 0.0665 | 0.1982 |
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| 0.0015 | 8.0 | 376 | 0.0688 | 0.1596 |
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| 0.0013 | 9.0 | 423 | 0.0706 | 0.1817 |
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| 0.0007 | 10.0 | 470 | 0.0712 | 0.1743 |
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### Framework versions
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- Transformers 4.47.1
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tags:
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- image-classification
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- generated_from_trainer
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model-index:
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- name: logo-matching-base
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results: []
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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 the ellabettison/logo-matching dataset.
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It achieves the following results on the evaluation set:
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- eval_loss: 0.0342
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- eval_accuracy: 0.2435
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- eval_runtime: 128.298
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- eval_samples_per_second: 4.193
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- eval_steps_per_second: 0.53
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- epoch: 4.9362
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- step: 232
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## Model description
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- lr_scheduler_type: linear
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- num_epochs: 10
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### Framework versions
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- Transformers 4.47.1
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all_results.json
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{
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"eval_loss": 0.055018216371536255,
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"eval_runtime": 5.4841,
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"eval_samples_per_second": 98.101,
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"eval_steps_per_second": 12.399,
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"total_flos": 5.916629591779738e+17,
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"train_loss": 0.006165030080468413,
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"train_runtime": 454.1808,
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"train_samples_per_second": 16.469,
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"train_steps_per_second": 1.035
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}
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{
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"eval_accuracy": 0.24349442379182157,
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"eval_loss": 0.034249916672706604
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}
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eval_results.json
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{
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"eval_loss": 0.055018216371536255,
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"eval_runtime": 5.4841,
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"eval_samples_per_second": 98.101,
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"eval_steps_per_second": 12.399
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}
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{
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"eval_accuracy": 0.24349442379182157,
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"eval_loss": 0.034249916672706604
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}
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model.safetensors
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runs/Jan15_20-52-25_3d60fa82d02d/events.out.tfevents.1736974350.3d60fa82d02d.1199.0
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