kairawal/Gemma-3-4B-IT-HI-SynthDolly-r16alpha128-E5-S73
VISIONConcurrency Cost:1Model Size:4.3BQuant:BF16Ctx Length:32kPublished:May 22, 2026License:apache-2.0Architecture:Transformer Open Weights Warm
The kairawal/Gemma-3-4B-IT-HI-SynthDolly-r16alpha128-E5-S73 is a 4.3 billion parameter instruction-tuned Gemma 3 model, developed by kairawal. This model was fine-tuned using Unsloth and Huggingface's TRL library, enabling faster training. With a 32768 token context length, it is designed for general instruction-following tasks, leveraging its efficient training methodology.
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Model Overview
The kairawal/Gemma-3-4B-IT-HI-SynthDolly-r16alpha128-E5-S73 is a 4.3 billion parameter instruction-tuned model based on the Gemma 3 architecture. Developed by kairawal, this model was fine-tuned from unsloth/gemma-3-4b-it.
Key Characteristics
- Efficient Training: This model was trained significantly faster (2x) using the Unsloth library in conjunction with Huggingface's TRL library.
- Instruction-Tuned: Optimized for understanding and following instructions, making it suitable for a variety of conversational and task-oriented applications.
- Context Length: Features a substantial context window of 32768 tokens, allowing it to process and generate longer sequences of text.
Good For
- General Instruction Following: Excels at tasks requiring adherence to specific prompts and instructions.
- Applications requiring efficient models: Its faster training methodology suggests potential for more agile development and deployment.
- Developers using Unsloth: Ideal for those already integrated into the Unsloth ecosystem or looking for models optimized with its training techniques.