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Shojoy06/
gemma4-shell-commands-finetuned-gguf

Name: gemma4-shell-commands-finetuned-gguf
Rating: 2.5 (12 reviews)

vision-language-model

endpoints_compatible

conversational

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gemma4-shell-commands-finetuned-gguf : GGUF

-This model was finetuned and converted to GGUF format using Unsloth. -This model was fine tuned to determine a shell command is malicious or not. We used 1.3k command and it has gained a accuracy of 83%.

Example usage:

For text only LLMs: llama-cli -hf Shojoy06/gemma4-shell-commands-finetuned-gguf --jinja
For multimodal models: llama-mtmd-cli -hf Shojoy06/gemma4-shell-commands-finetuned-gguf --jinja

Available Model files:

gemma-4-e2b-it.Q4_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 Modelfile in the same directory as the finetuned bf16 merged model
Run: ollama create model_name -f ./Modelfile (Replace model_name with your desired name)

This will create a unified bf16 model that Ollama can use. This was trained 2x faster with Unsloth

Shojoy06/gemma4-shell-commands-finetuned-gguf

gemma4-shell-commands-finetuned-gguf : GGUF

Available Model files:

⚠️ Ollama Note for Vision Models

Shojoy06/
gemma4-shell-commands-finetuned-gguf