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README.md
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This model applies LoRA (Low-Rank Adaptation) to the Qwen2.5-3B-Instruct base model, targeting key projection modules for efficient fine-tuning. It is quantized to 4-bit precision using the Unsloth library to optimize for inference performance on lower-resource hardware.
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- **Developed by:** [montebello.ai](https://www.montebello.ai/)
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- **Funded by
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- **Model type:** Causal Language Model with LoRA Adapter
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- **Language(s) (NLP):** English (primary), multilingual support for some other languages (research ongoing).
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- **License:** MIT
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### Model Sources
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- **Demo [optional]:** [
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## Uses
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### Training Data
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This model was trained on the [
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## Environmental Impact
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This model applies LoRA (Low-Rank Adaptation) to the Qwen2.5-3B-Instruct base model, targeting key projection modules for efficient fine-tuning. It is quantized to 4-bit precision using the Unsloth library to optimize for inference performance on lower-resource hardware.
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- **Developed by:** [montebello.ai](https://www.montebello.ai/)
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- **Funded by:** Bootstrapped 4 Life
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- **Model type:** Causal Language Model with LoRA Adapter
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- **Language(s) (NLP):** English (primary), multilingual support for some other languages (research ongoing).
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- **License:** MIT
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### Model Sources
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- **Demo [optional]:** [COMING SOON]
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## Uses
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### Training Data
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This model was trained on the [GSM8K dataset](https://github.com/openai/grade-school-math) from OpenAI.
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## Environmental Impact
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