---
tags:
- text-generation
- llm
- ai
- artificial intelligence
- large language model
- math
- coding
- science
- daily tasks
license: apache-2.0
library_name: transformers
---

# Loxa Pro

## Model Description

Loxa Pro is a high-quality Large Language Model (LLM) designed to excel in a wide range of tasks, including:

*   **Mathematics:** Solving mathematical problems, performing calculations, and providing mathematical explanations.
*   **Coding:** Generating code snippets, debugging code, and answering programming-related questions.
*   **General Questions:** Answering a wide variety of general knowledge questions accurately and comprehensively.
*   **Science Questions:** Providing information and explanations on various scientific topics.
*   **Daily Tasks:** Assisting with everyday tasks, such as writing emails, setting reminders, generating to-do lists, and more.

Loxa Pro employs the **CA (Combine Architectures)** method, which enables it to effectively address diverse queries and tasks. This model surpasses its predecessors, Loxa-4B and Loxa-3B, in terms of accuracy and performance.

## Key Features

*   **High Accuracy:** Loxa Pro demonstrates superior accuracy compared to Loxa-4B and Loxa-3B, providing more reliable and precise responses.
*   **Broad Capabilities:** Handles a diverse range of tasks, from complex mathematical problems and coding challenges to general knowledge and everyday tasks.
*   **Optimized for Efficiency:** The model is well-optimized to run efficiently even on smaller GPUs, making it accessible for users with limited computational resources.
*   **CA (Combine Architectures) Method:** Leverages the CA method to effectively combine different architectural strengths, enhancing overall performance.

## Intended Use

Loxa Pro is intended for a wide range of applications, including:

*   **Research:** As a tool for research in natural language processing, artificial intelligence, and related fields.
*   **Education:** As an educational aid for students and educators in various subjects.
*   **Development:** As a component in building intelligent applications, chatbots, and virtual assistants.
*   **Personal Use:** As a versatile tool to assist with daily tasks, answer questions, and provide information.

## Limitations

*   **Potential Biases:** Like all LLMs, Loxa Pro may reflect biases present in its training data.
*   **Factual Accuracy:** While highly accurate, the model may occasionally generate incorrect or misleading information. It is always recommended to verify information from multiple sources.
*   **Resource Requirements:** Although optimized, the model still requires a certain level of computational resources to run effectively.

## How to Use

**Example with `transformers.pipeline`:**

```python
from transformers import pipeline

messages = [
    {"role": "user", "content": "Write softmax formula in math style for me"},
]
pipe = pipeline("text-generation", model="explorewithai/LoxaPro", device_map = "cuda")
pipe(messages)
```