kairawal/Gemma-3-4B-IT-HI-SynthDolly-r16alpha32-E1-S73
VISIONConcurrency Cost:1Model Size:4.3BQuant:BF16Ctx Length:32kPublished:May 11, 2026License:apache-2.0Architecture:Transformer Open Weights Cold
The kairawal/Gemma-3-4B-IT-HI-SynthDolly-r16alpha32-E1-S73 is a 4.3 billion parameter instruction-tuned Gemma-3 model. Developed by kairawal, it was fine-tuned using Unsloth and Huggingface's TRL library, achieving 2x faster training. This model is designed for general instruction-following tasks, leveraging its efficient training methodology.
Loading preview...
Model Overview
The kairawal/Gemma-3-4B-IT-HI-SynthDolly-r16alpha32-E1-S73 is an instruction-tuned language model based on the Gemma-3 architecture, featuring 4.3 billion parameters. It was developed by kairawal and fine-tuned from the unsloth/gemma-3-4b-it base model.
Key Characteristics
- Efficient Training: This model was trained with Unsloth and Huggingface's TRL library, resulting in a 2x faster fine-tuning process compared to standard methods.
- Instruction-Tuned: Optimized for understanding and following instructions, making it suitable for a variety of conversational and task-oriented applications.
- Open License: Distributed under the Apache-2.0 license, allowing for broad use and modification.
Potential Use Cases
- General Instruction Following: Ideal for tasks requiring the model to respond to prompts and instructions effectively.
- Research and Development: Its efficient training methodology makes it a good candidate for further experimentation and fine-tuning on specific datasets.
- Applications requiring a compact yet capable model: The 4.3 billion parameter size offers a balance between performance and computational efficiency.