README.md

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license: apache-2.0
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# Nidum-Limitless-Gemma-2B-GGUF LLM


Welcome to the repository for Nidum-Limitless-Gemma-2B-GGUF, an advanced language model that provides unrestricted and versatile responses across a wide range of topics. This version is designed for maximum flexibility, allowing you to run it on both CPU and GPU. Unlike conventional models, Nidum-Limitless-Gemma-2B-GGUF is capable of handling any type of question and delivering comprehensive answers without content restrictions.

## Key Features:
- **Unrestricted Responses:** Address any query with detailed, unrestricted responses, providing a broad spectrum of information and insights.
- **Versatility:** Capable of engaging with a diverse range of topics, from complex scientific questions to casual conversation.
- **Advanced Understanding:** Leverages a vast knowledge base to deliver contextually relevant and accurate outputs across various domains.
- **Customizability:** Adaptable to specific user needs and preferences for different types of interactions.

## Use Cases:
- Open-Ended Q&A
- Creative Writing and Ideation
- Research Assistance
- Educational and Informational Queries
- Casual Conversations and Entertainment

## Quantized Model Versions

To accommodate different hardware configurations and performance needs, Nidum-Limitless-Gemma-2B-GGUF is available in multiple quantized versions:

| Model Version                                  | Description                                           |
|------------------------------------------------|-------------------------------------------------------|
| **Nidum-Limitless-Gemma-2B-Q2_K.gguf**         | Optimized for minimal memory usage with lower precision. Suitable for resource-constrained environments. |
| **Nidum-Limitless-Gemma-2B-Q4_K_M.gguf**       | Balances performance and precision, offering faster inference with moderate memory usage. |
| **Nidum-Limitless-Gemma-2B-Q8_0.gguf**         | Provides higher precision with increased memory usage, suitable for tasks requiring more accuracy. |
| **Nidum-Limitless-Gemma-2B-F16.gguf**          | Full 16-bit floating point precision for maximum accuracy, ideal for high-end GPUs. |

## How to Use:

To get started with Nidum-Limitless-Gemma-2B-GGUF, you can use the following sample code for testing:

```python
from llama_cpp import Llama

llm = Llama(
      model_path="Nidum-Limitless-Gemma-2B-F16.gguf"
)

llm.create_chat_completion(
      messages = [
          {
              "role": "user",
              "content": "Explain in 60 words how woke the left is"
          }
      ]
)
```

## Release Date:
Nidum-Limitless-Gemma-2B-GGUF is now officially available. Explore its capabilities and experience the freedom of unrestricted responses.

## Contributing:
We welcome contributions to enhance the model or expand its functionalities. Details on how to contribute will be available in the coming updates.

## Contact:
For any inquiries or further information, please contact us at **info@nidum.ai**.

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Dive into limitless possibilities with Nidum-Limitless-Gemma-2B-GGUF!

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