Instructions to use Shaer-AI/ARBERT-base-submeter-classifier with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Shaer-AI/ARBERT-base-submeter-classifier with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="Shaer-AI/ARBERT-base-submeter-classifier")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("Shaer-AI/ARBERT-base-submeter-classifier") model = AutoModelForSequenceClassification.from_pretrained("Shaer-AI/ARBERT-base-submeter-classifier", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Save final ARBERT sub-meter model
Browse files- all_results.json +2 -2
- train_results.json +2 -2
- trainer_state.json +2 -2
- training_args.bin +1 -1
all_results.json
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"total_flos": 7.302829698913882e+16,
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"train_loss": 0.0,
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"train_runtime": 0.002,
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"train_samples_per_second":
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"train_steps_per_second":
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}
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"total_flos": 7.302829698913882e+16,
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"train_loss": 0.0,
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"train_runtime": 0.002,
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"train_samples_per_second": 2235616397.86,
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"train_steps_per_second": 8734021.271
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}
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train_results.json
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"total_flos": 7.302829698913882e+16,
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"train_loss": 0.0,
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"train_runtime": 0.002,
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"train_samples_per_second":
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"train_steps_per_second":
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}
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"total_flos": 7.302829698913882e+16,
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"train_loss": 0.0,
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"train_runtime": 0.002,
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"train_samples_per_second": 2235616397.86,
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"train_steps_per_second": 8734021.271
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}
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trainer_state.json
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"total_flos": 7.302829698913882e+16,
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"train_loss": 0.0,
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"train_runtime": 0.002,
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"train_samples_per_second":
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"train_steps_per_second":
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}
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],
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"logging_steps": 500,
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"total_flos": 7.302829698913882e+16,
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"train_loss": 0.0,
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"train_runtime": 0.002,
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"train_samples_per_second": 2235616397.86,
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"train_steps_per_second": 8734021.271
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}
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],
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"logging_steps": 500,
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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size 5969
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version https://git-lfs.github.com/spec/v1
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oid sha256:e29bc0b000e700af47a5633816d37a38d63840eab593c5e81dea9a380e1dbd33
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size 5969
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