frameai/Loxa-3B

Model Card for Loxa

Model Name: Loxa-3B

Model Family: Loxa

Creator: AIFRAME

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.

Capabilities:

• Mathematics: Solves problems, performs calculations, explains concepts.
• Code: Generates code, understands/debugs existing code, provides explanations.
• Chat: Engages in conversations, provides informative and helpful responses.
• Help: Offers guidance and clear explanations across various topics.
• Science: Discusses scientific topics, explains phenomena, provides insights.
• Formal Conversations: Maintains formal etiquette and respectful language.

Performance:

• Accuracy: 92% total accuracy.
• Resource Usage: Optimized for Raspberry Pi 4/5 (8GB+ RAM). Consult documentation for detailed metrics.

Intended Use: Educational purposes, personal projects, embedded systems, resource-constrained environments.

Limitations:

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.

How to Use: See accompanying documentation for installation and usage instructions.

Code Example:

# Use a pipeline as a high-level helper
from transformers import pipeline

messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe = pipeline("text-generation", model="explorewithai/Loxa-3B") # Using 'explorewithai' as a placeholder organization
result = pipe(messages)
print(result)