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---
base_model: unsloth/llama-3.2-3b-instruct-bnb-4bit
tags:
- text-generation-inference
- transformers
- unsloth
- llama
- trl
license: apache-2.0
language:
- en
library_name: transformers
---
![LlamacmCOT](./image.webp)
## Acknowledgments
![cf](./T.gif)
This model was developed with the expertise of Daemontatox and the support of Critical Future, whose mission is to pioneer the future of AI-driven solutions. Special thanks to the Unsloth team for their groundbreaking contributions to AI optimization.
# Uploaded Model
- **Developed by:** Daemontatox
- **License:** apache-2.0
- **Finetuned from:** unsloth/llama-3.2-3b-instruct-bnb-4bit
- **Supported by:** Critical Future
## Overview
This advanced LLaMA-based model has been fine-tuned to deliver exceptional performance in text-generation tasks. It integrates powerful optimizations provided by [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library to ensure efficient training and inference.
Critical Future, a leader in AI innovation, collaborated on this project to maximize the model's potential for real-world applications, emphasizing scalability, speed, and accuracy.
## Key Features
- **Fast Training:** Trained 2x faster using Unsloth’s cutting-edge framework.
- **Low Resource Requirements:** Optimized with bnb-4bit quantization for reduced memory consumption.
- **Versatility:** Tailored for diverse text-generation scenarios.
## Applications
This model is ideal for:
- Conversational AI
- Content generation
- Instructional and reasoning-based tasks
- Cognitive AI systems