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Browse files- README.md +59 -0
- model.safetensors +1 -1
README.md
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---
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license: apache-2.0
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base_model: google/siglip-so400m-patch14-224
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tags:
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- generated_from_trainer
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model-index:
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- name: siglip-so400m-patch14-224-RESISC45_final
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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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# siglip-so400m-patch14-224-RESISC45_final
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This model is a fine-tuned version of [google/siglip-so400m-patch14-224](https://huggingface.co/google/siglip-so400m-patch14-224) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- eval_loss: 0.1210
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- eval_accuracy: 0.969
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- eval_precision: 0.9708
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- eval_recall: 0.969
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- eval_f1: 0.9690
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- eval_runtime: 38.055
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- eval_samples_per_second: 26.278
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- eval_steps_per_second: 1.655
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- epoch: 5.0
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- step: 5910
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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: 1e-05
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- train_batch_size: 16
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- eval_batch_size: 16
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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: 8
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### Framework versions
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- Transformers 4.44.0
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- Pytorch 2.4.0
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- Datasets 2.21.0
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- Tokenizers 0.19.1
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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-
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size 1710985412
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version https://git-lfs.github.com/spec/v1
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size 1710985412
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