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Sponsored by
APIMart
aoiandroid / Gemma-4-Rust-Coder
Model's Last Updated: May 27 2026
Introduction of Gemma-4-Rust-Coder
Model Details of Gemma-4-Rust-Coder
Gemma-4-Rust-Coder : GGUF
This model is a specialized fine-tune of Gemma 4 , specifically optimized for Rust systems programming , memory safety patterns, and high-performance development. It was trained using Unsloth Studio to ensure maximum efficiency and performance.
🦀 Fine-Tuning Focus
The model has been adjusted to excel in:
- Idiomatic Rust: Writing clean, "Rusty" code using modern patterns.
-
Concurrency:
Deep understanding of
Send,Sync, and async runtimes likeTokio. - Vision-to-Code: Using its multimodal capabilities to translate architecture diagrams or UI mockups into functional Rust code.
🤝 Credits & Acknowledgments
Special thanks to Fortytwo-Network for providing the Strandset-Rust-v1 dataset. This model's specialized knowledge of the Rust ecosystem is a direct result of this high-quality data.
🚀 Usage
This model is converted to GGUF format for seamless use with
llama.cpp
and other compatible executors.
Example usage :
-
Text-only LLM:
llama-cli -hf MassivDash/Gemma-4-Rust-Coder --jinja -
Multimodal / Vision:
llama-mtmd-cli -hf MassivDash/Gemma-4-Rust-Coder --jinja
📂 Available Model files:
-
gemma-4-e2b-it.Q3_K_M.gguf -
gemma-4-e2b-it.BF16-mmproj.gguf
⚠️ Ollama Note for Vision Models
Important:
Ollama currently does not support separate
mmproj
files for vision models.
To create an Ollama model from this vision model:
-
Place the
Modelfilein the same directory as the finetuned bf16 merged model. -
Run:
ollama create model_name -f ./Modelfile(Replacemodel_namewith your desired name)
🔗 Stay Connected
For more insights on AI development and fine-tuning, visit my blog: 👉 spaceout.pl
This model was trained 2x faster with Unsloth
Runs of aoiandroid Gemma-4-Rust-Coder on huggingface.co
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More Information About Gemma-4-Rust-Coder huggingface.co Model
Url of Gemma-4-Rust-Coder
Gemma-4-Rust-Coder huggingface.co Url
Provider of Gemma-4-Rust-Coder huggingface.co
Other API from aoiandroid
Updated:June 06 2026
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