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README.md
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# distilbert-base-uncased-sentiment-reddit-crypto
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This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the
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It achieves the following results on the evaluation set:
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- Loss: 0.3070
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- Accuracy: 0.8915
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## Training and evaluation data
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## Training procedure
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# distilbert-base-uncased-sentiment-reddit-crypto
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This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the crypto-related reddit comments dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.3070
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- Accuracy: 0.8915
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## Training and evaluation data
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Training and validation data collected from 2 sources:
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1. [Kaggle reddit cryptocurrency posts and comments](https://www.kaggle.com/datasets/gpreda/reddit-cryptocurrency)
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2. [Kaggle reddit cryptocurrency related posts from various subreddits](https://www.kaggle.com/datasets/leukipp/reddit-crypto-data). Comments from subreddits: `'cryptocurrency', 'bitcoin', 'ethereum', 'dogecoin'` were extracted.
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Final test data source is from https://www.surgehq.ai/datasets/crypto-sentiment-dataset.
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## Training procedure
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