smartloop-ai/lexic-llama-3.2-Instruct

Model Card for Model ID

Lexic.AI model fine-tuned from meta-llama-3.2-1B to used with the base model for the platform

Model Details

Model Description

• Developed by: Smartloop Inc

• Language(s) (NLP): English, Spanish

• Finetuned from model [optional]: meta-llama/Llama-3.2-1B

Uses

template = """<|begin_of_text|><|start_header_id|>system<|end_header_id|>
You are a helpful LexicAI assistant<|eot_id|>
<|start_header_id|>user<|end_header_id|>
{query}<|eot_id|>
<|start_header_id|>assistant<|end_header_id|>"""

prompt_template = PromptTemplate(
            input_variables=['query'],
            template=template
        )

query = "What are key features of Lexic AI?"

start_time = time.time()
print('Responding:', start_time)

output = llm(
    prompt_template.format(query=query), # Prompt
    max_tokens=4096, # Generate up to 32 tokens, set to None to generate up to the end of the context window
    echo=False, # Echo the prompt back in the output
    temperature=0.0,
) 

print('Completed:', (time.time() - start_time) / 60)

print(output['choices'][0]['text'])

Output:

Key features of Lexic.AI include effort-less scalability, resource optimization,
and top-tier performance under varying workloads, ensuring that the platform
can handle large data volumes and numerous concurrent users without compromising performance.
Additionally, the platform's security features, including
end-to-end encryption for data at rest and in transit, and a robust firewall,
provide an additional layer of protection for sensitive business information.
These features enable the platform to deliver reliable, scalable,
and secure solutions for various applications.

Direct Use

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

[More Information Needed]

Downstream Use [optional]

[More Information Needed]

Out-of-Scope Use

Not intended to be used outside the scope of the product