Instructions to use apol/gemma4-12b-it-libre-benign-adapter with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use apol/gemma4-12b-it-libre-benign-adapter with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("C:\\Users\\MGManchon\\Documents\\Codex\\2026-06-02\\goal-ablietra-gemma4-31b-dense-para\\work\\gemma4-12b-it-text-only") model = PeftModel.from_pretrained(base_model, "apol/gemma4-12b-it-libre-benign-adapter") - Notebooks
- Google Colab
- Kaggle
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Gemma 4 12B-it Unified Libre Package
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This package is based on or intended to interoperate with:
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- google/gemma-4-12B-it
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- Google Gemma 4
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Base model source:
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https://huggingface.co/google/gemma-4-12B-it
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Gemma 4 license reference:
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https://ai.google.dev/gemma/apache_2
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If you distribute modified model files, adapters, quantizations, or derived
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artifacts, add a prominent notice describing what you changed.
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