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README.md
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### Model Sources
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- **Repository:** [https://huggingface.co/P0x0/astra-v1-12b](https://huggingface.co/P0x0/astra-v1-12b)
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## Uses
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### Direct Use
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- Question answering
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- Dialogue systems
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### Downstream Use
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This model can be further fine-tuned for specific tasks such as:
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- Creative writing
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- Instruction-based text completion
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- Automated support systems
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### Out-of-Scope Use
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Astra-v1-12B is not intended for real-time decision-making in critical applications or generating harmful or biased content.
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## Bias, Risks, and Limitations
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As with any large language model, Astra-v1-12B may carry inherent biases from the datasets used in fine-tuning. It is important to monitor and review the outputs when using the model in sensitive applications.
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## How to Get Started with the Model
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Here is a Python code snippet to get started with Astra-v1-12B:
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```python
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from transformers import AutoModelForCausalLM, AutoTokenizer
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### Model Sources
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- **Repository:** [https://huggingface.co/P0x0/astra-v1-12b](https://huggingface.co/P0x0/astra-v1-12b)
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## Uses
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### Direct Use
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- Question answering
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- Dialogue systems
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### Out-of-Scope Use
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Astra-v1-12B is not intended for real-time decision-making in critical applications or generating harmful or biased content.
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## How to Get Started with the Model
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```python
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from transformers import AutoModelForCausalLM, AutoTokenizer
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