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--- |
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library_name: transformers |
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license: apache-2.0 |
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language: |
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- en |
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pipeline_tag: text-generation |
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base_model: |
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- explorewithai/Loxa-3B |
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model_size: |
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- 4.75B |
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tags: |
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- text-generation |
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- conversational |
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- language-model |
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- cpu |
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widget: |
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- text: "Hello" |
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--- |
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# Model Card for Loxa |
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**Model Name:** Loxa-3B |
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**Model Family:** Loxa |
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**Creator:** AIFRAME |
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**Description:** Loxa-3B is a powerful language model designed for optimal performance on CPU resources, particularly Raspberry Pi 4 and 5 (8GB+ RAM). It excels in math, code, chat, help, science, and formal conversations, achieving 92% total accuracy. |
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**Capabilities:** |
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* **Mathematics:** Solves problems, performs calculations, explains concepts. |
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* **Code:** Generates code, understands/debugs existing code, provides explanations. |
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* **Chat:** Engages in conversations, provides informative and helpful responses. |
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* **Help:** Offers guidance and clear explanations across various topics. |
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* **Science:** Discusses scientific topics, explains phenomena, provides insights. |
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* **Formal Conversations:** Maintains formal etiquette and respectful language. |
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**Performance:** |
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* **Accuracy:** 92% total accuracy. |
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* **Resource Usage:** Optimized for Raspberry Pi 4/5 (8GB+ RAM). Consult documentation for detailed metrics. |
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**Intended Use:** Educational purposes, personal projects, embedded systems, resource-constrained environments. |
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**Limitations:** |
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May produce incorrect or nonsensical outputs. Exercise caution for critical tasks. Performance may be affected by input complexity/length. See documentation for details on limitations and biases. |
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**How to Use:** See accompanying documentation for installation and usage instructions. |
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## Code Example: |
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```python |
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# Use a pipeline as a high-level helper |
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from transformers import pipeline |
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messages = [ |
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{"role": "user", "content": "Who are you?"}, |
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] |
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pipe = pipeline("text-generation", model="explorewithai/Loxa-3B") # Using 'explorewithai' as a placeholder organization |
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result = pipe(messages) |
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print(result) |
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``` |
