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Legal-verse
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Model Details
Model Provider
Legal-verse
Model Tree
google/gemma-4-E2B-it
Input Modalities
Output Modalities
Supported Functionality
Use a recent version of Transformers with Gemma 4 support.
python
import torchfrom transformers import AutoModelForMultimodalLM, AutoProcessormodel_id = "Legal-verse/InaVerdict-gemma-v2"processor = AutoProcessor.from_pretrained(model_id)model = AutoModelForMultimodalLM.from_pretrained(model_id,dtype=torch.bfloat16,device_map="auto",)messages = [{"role": "user","content": [{"type": "text","text": "Jelaskan perbedaan ratio decidendi dan obiter dictum.",}],}]inputs = processor.apply_chat_template(messages,tokenize=True,return_dict=True,return_tensors="pt",add_generation_prompt=True,).to(model.device)input_length = inputs["input_ids"].shape[-1]with torch.inference_mode():output_ids = model.generate(**inputs, max_new_tokens=256)print(processor.tokenizer.decode(output_ids[0, input_length:],skip_special_tokens=True,))
A ZeroGPU playground and Gradio API are available at Haeryz/inaverdict-gemma-v2-api.
This model is intended to assist with Indonesian legal research, document analysis, and drafting. Its output is not legal advice. Verify citations, quotations, and conclusions against primary legal sources.