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--- |
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base_model: unsloth/qwen3-8b-unsloth-bnb-4bit |
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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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- qwen3 |
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license: apache-2.0 |
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language: |
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- en |
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--- |
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## Overview |
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This model is optimized for **concise and structured reasoning**, delivering high-quality outputs with minimal verbosity. By prioritizing efficient internal reasoning over long, explicit explanations, the model provides more practical and focused responses. |
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This approach results in: |
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* Improved response quality |
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* Faster inference |
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* Lower token usage |
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* Better suitability for real-world and production use cases |
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## Key Differences from Base Model |
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* Token generation has been reduced compared to the base model, leading to more concise outputs while maintaining reasoning quality. |
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## Intended Use |
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This model is well-suited for applications that require: |
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* Clear and direct answers |
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* Efficient reasoning without excessive verbosity |
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* Lower inference costs and faster response times |
