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---
license: apache-2.0
license_link: https://ai.google.dev/gemma/apache_2
base_model:
- google/gemma-4-E2B-it
base_model_relation: quantized
library_name: gguf
pipeline_tag: text-generation
language:
- en
tags:
- gguf
- gemma4
- shell
---
# Bonsai ShellAI
A highly compressed, text-only GGUF derivative of Google DeepMind's
[Gemma 4 E2B instruction-tuned model](https://huggingface.co/google/gemma-4-E2B-it/tree/3e22461f65e89153144f8adb70e3b8c2cc9845a7),
prepared for ShellAI command suggestions.
The model generates text containing shell commands based on natural language input. Designed for use in [ShellAI](https://github.com/sittinginatreesec/shellai).
## Download
```sh
hf download micrictor/bonsai-shellai bonsai-shellai-Q4_K_S-MLP10-PLE_Q2_K-VOCAB_Q2_K.gguf --local-dir ./bonsai-shellai
```
The GGUF contains the tokenizer and model weights. Use a Gemma 4-compatible
llama.cpp runtime; the tested runtime revision is recorded below. Configure the
application to accept a single JSON Markdown fence as described in the evaluation.
## License and attribution
The pinned upstream model card identifies Gemma 4 as Apache-2.0 and links to
[Google's official Apache 2.0 license page](https://ai.google.dev/gemma/apache_2).
This distribution includes [LICENSE](LICENSE), [NOTICE](NOTICE) and a
[public artifact manifest](manifest.json). This is a modified derivative,
not an official Google DeepMind release. Google/Google DeepMind attribution
identifies the upstream source and does not imply endorsement.