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README.md
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# distilbert-base-uncased-imdb-lora
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This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert/distilbert-base-uncased) on the [IMDb dataset](https://huggingface.co/datasets/imdb) for sentiment analysis, using LoRA (Low-Rank Adaptation) for efficient fine-tuning.
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## Limitations
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- Fine-tuned on IMDb reviews; may not generalize to other domains.
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- Confidence scores (~0.56 for positive) are moderate; further tuning can improve them.
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- Only supports binary classification (positive/negative).
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---
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license: apache-2.0
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datasets:
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- stanfordnlp/imdb
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language:
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- en
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metrics:
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- accuracy
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tags:
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- sentiment-analysis
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- distilbert
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- lora
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---
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# distilbert-base-uncased-imdb-lora
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This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert/distilbert-base-uncased) on the [IMDb dataset](https://huggingface.co/datasets/imdb) for sentiment analysis, using LoRA (Low-Rank Adaptation) for efficient fine-tuning.
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## Limitations
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- Fine-tuned on IMDb reviews; may not generalize to other domains.
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- Confidence scores (~0.56 for positive) are moderate; further tuning can improve them.
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- Only supports binary classification (positive/negative).
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