Model save
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README.md
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---
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library_name: transformers
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license: apache-2.0
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base_model: google/vit-base-patch16-224-in21k
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tags:
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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: vit-base-beans
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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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# vit-base-beans
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This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.0788
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- Accuracy: 0.9850
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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: 2e-05
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- train_batch_size: 8
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- eval_batch_size: 8
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- seed: 1337
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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: 5.0
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| 0.2819 | 1.0 | 130 | 0.2152 | 0.9624 |
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| 0.1301 | 2.0 | 260 | 0.1301 | 0.9699 |
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| 0.138 | 3.0 | 390 | 0.0965 | 0.9774 |
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| 0.087 | 4.0 | 520 | 0.0634 | 0.9925 |
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| 0.1113 | 5.0 | 650 | 0.0788 | 0.9850 |
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### Framework versions
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- Transformers 4.49.0.dev0
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- Pytorch 2.6.0+xpu
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- Datasets 3.2.0
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- Tokenizers 0.21.0
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emissions.csv
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timestamp,project_name,run_id,experiment_id,duration,emissions,emissions_rate,cpu_power,gpu_power,ram_power,cpu_energy,gpu_energy,ram_energy,energy_consumed,country_name,country_iso_code,region,cloud_provider,cloud_region,os,python_version,codecarbon_version,cpu_count,cpu_model,gpu_count,gpu_model,longitude,latitude,ram_total_size,tracking_mode,on_cloud,pue
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2025-02-10T23:38:48,codecarbon,b4b3c0cb-07ca-42b8-adfe-f1a66b00d7e9,5b0fa12a-3dd7-45bb-9766-cc326314d9f1,73.56149961600022,0.00119168021984163,1.6199781489805707e-05,42.5,0.0,377.85345554351807,0.0008684202206583224,0,0.007720276964523917,0.008588697185182237,United States,USA,oregon,,,Linux-5.15.0-131-generic-x86_64-with-glibc2.35,3.10.9,2.8.3,224,Intel(R) Xeon(R) Platinum 8480+,,,-122.8293,45.5496,1007.6092147827148,machine,N,1.0
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model.safetensors
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runs/Feb10_23-37-14_a4bf01943ff7.jf.intel.com/events.out.tfevents.1739259454.a4bf01943ff7.jf.intel.com.130461.0
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