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--- |
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license: apache-2.0 |
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language: |
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- en |
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- es |
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base_model: |
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- meta-llama/Llama-3.2-1B |
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tags: |
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- lexic |
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- smartloop |
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datasets: |
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- smartloop-ai/lexic-ai-tutorial-dataset |
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--- |
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# Model Card for Model ID |
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Lexic.AI model fine-tuned from meta-llama-3.2-1B to used with the base model for the platform |
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## Model Details |
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### Model Description |
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<!-- Provide a longer summary of what this model is. --> |
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- **Developed by:** Smartloop Inc |
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- **Language(s) (NLP):** English, Spanish |
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- **Finetuned from model [optional]:** meta-llama/Llama-3.2-1B |
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## Uses |
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``` |
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template = """<|begin_of_text|><|start_header_id|>system<|end_header_id|> |
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You are a helpful LexicAI assistant<|eot_id|> |
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<|start_header_id|>user<|end_header_id|> |
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{query}<|eot_id|> |
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<|start_header_id|>assistant<|end_header_id|>""" |
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prompt_template = PromptTemplate( |
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input_variables=['query'], |
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template=template |
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) |
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query = "What are key features of Lexic AI?" |
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start_time = time.time() |
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print('Responding:', start_time) |
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output = llm( |
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prompt_template.format(query=query), # Prompt |
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max_tokens=4096, # Generate up to 32 tokens, set to None to generate up to the end of the context window |
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echo=False, # Echo the prompt back in the output |
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temperature=0.0, |
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) |
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print('Completed:', (time.time() - start_time) / 60) |
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print(output['choices'][0]['text']) |
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``` |
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Output: |
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``` |
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Key features of Lexic.AI include effort-less scalability, resource optimization, |
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and top-tier performance under varying workloads, ensuring that the platform |
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can handle large data volumes and numerous concurrent users without compromising performance. |
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Additionally, the platform's security features, including |
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end-to-end encryption for data at rest and in transit, and a robust firewall, |
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provide an additional layer of protection for sensitive business information. |
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These features enable the platform to deliver reliable, scalable, |
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and secure solutions for various applications. |
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``` |
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### Direct Use |
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This fine-tuned model is based on meta-llama 3.2 with Lexic AI-related contents, intended to use by https://smartloop.ai as a based model |
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[More Information Needed] |
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### Downstream Use [optional] |
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<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app --> |
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[More Information Needed] |
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### Out-of-Scope Use |
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Not intended to be used outside the scope of the product |
