Text Classification
Transformers
Safetensors
English
qwen3_5
image-text-to-text
unsloth
classifier
shell
bash
powershell
Instructions to use tomngdev/AutoShell-0.8B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use tomngdev/AutoShell-0.8B with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="tomngdev/AutoShell-0.8B")# pip install -U transformers accelerate # Load model directly from transformers import AutoProcessor, AutoModelForMultimodalLM processor = AutoProcessor.from_pretrained("tomngdev/AutoShell-0.8B") model = AutoModelForMultimodalLM.from_pretrained("tomngdev/AutoShell-0.8B", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Unsloth Desktop
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README.md
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- powershell
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# AutoShell-0.8B
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**AutoShell** is a shell safety classifier model, can be used during coding sessions to automate accepting commands, like "auto mode" from Claude Code.
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| [**AutoShell-0.8B**](https://huggingface.co/tomngdev/AutoShell-0.8B) | Recommended for hosting |
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| [AutoShell-0.8B-GGUF](https://huggingface.co/tomngdev/AutoShell-0.8B-GGUF) | GGUF quantizations for 0.8B |
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| [AutoShell-350M](https://huggingface.co/tomngdev/AutoShell-350M) | Recommended for local CPU |
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| [AutoShell-350M-GGUF](https://huggingface.co/tomngdev/AutoShell-350M-GGUF) | GGUF quantizations for 350M |
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## Usage
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- powershell
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> [!Note]
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> **This model qualify is not good. An improved version is being worked on**
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# AutoShell-0.8B
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**AutoShell** is a shell safety classifier model, can be used during coding sessions to automate accepting commands, like "auto mode" from Claude Code.
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| ----- | ----------- |
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| [**AutoShell-0.8B**](https://huggingface.co/tomngdev/AutoShell-0.8B) | Recommended for hosting |
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| [AutoShell-0.8B-GGUF](https://huggingface.co/tomngdev/AutoShell-0.8B-GGUF) | GGUF quantizations for 0.8B |
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## Usage
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