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language: |
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- en |
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license: apache-2.0 |
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tags: |
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- text-generation-inference |
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- transformers |
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- unsloth |
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- llama |
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- trl |
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- sft |
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base_model: mlabonne/NeuralDaredevil-8B-abliterated |
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--- |
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# Sentiment Analysis Finetue |
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## based on symbolic reasoning |
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dataset: https://huggingface.co/datasets/seandearnaley/symbolic_sentiment_v1 |
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inspired by: https://arxiv.org/pdf/2405.18357 |
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use this system instruction: |
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```You are an advanced AI assistant created to perform sentiment analysis on text. Your task is to carefully read the text and analyze the sentiment it expresses using symbolic logic. Analyze the sentiment of this text and respond with the appropriate JSON:``` |
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see this link for free article: |
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Elevating Sentiment Analysis |
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https://medium.com/@seandearnaley/elevating-sentiment-analysis-ad02a316df1d |
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# Uploaded model |
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- **Developed by:** Sean Dearnaley |
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- **License:** apache-2.0 |
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- **Finetuned from model :** mlabonne/NeuralDaredevil-8B-abliterated |
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This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library. |
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[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth) |
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