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m-biriuchinskii/Llama-3.2-3B-ocr-correction-3-instruction-corrected
Llama-3.2-3B-ocr-correction-3-instruction-corrected is a machine learning model from m-biriuchinskii. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers.
This is the model card of a π€ transformers model that has been pushed on the Hub. This model card has been automatically generated.
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Updated Nov 25, 2024
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From the Hugging Face model README
wandb: Run history:
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wandb: eval/runtime ββ
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wandb: eval/samples_per_second ββββ
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wandb: eval/steps_per_second βββββββββ
wandb: train/epoch βββββ
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wandb: train/global_step βββββ
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wandb: train/grad_norm βββββ
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wandb: Run summary:
wandb: eval/loss 0.5546
wandb: eval/runtime 24.4864
wandb: eval/samples_per_second 13.722
wandb: eval/steps_per_second 4.574
wandb: total_flos 4.700706095198208e+16
wandb: train/epoch 4
wandb: train/global_step 1316
wandb: train/grad_norm 0.67448
wandb: train/learning_rate 1e-05
wandb: train/loss 0.3392
wandb: train_loss 0.40499
wandb: train_runtime 1677.5794
wandb: train_samples_per_second 7.845
wandb: train_steps_per_second 0.981
Llama-3.2-3B-ocr-correction-3-instruction-corrected-real-data.json
Average PCIS: -0.00324434
Average Dataset CER: 0.01391665
Average Model CER: 0.01699565
Average Dataset WER: 0.06207812
Average Model WER: 0.07673994
Llama-3.2-3B-ocr-correction-3-instruction-corrected-synth-data.json
Average PCIS: -0.09734535
Average Dataset CER: 0.09836092
Average Model CER: 0.19219267
Average Dataset WER: 0.21986217
Average Model WER: 1.01884786
This is the model card of a π€ transformers model that has been pushed on the Hub. This model card has been automatically generated.
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Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
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Carbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).
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