LLM EXPLORER 60,897 MODELS INDEXED

Onca 3.0 12B by Joesh1

By Joesh1 · 555 downloads
HF Repo ↗ Copy URL

Onca 3.0 12B is an open-source language model by Joesh1. Features: 12b LLM, VRAM: 24.1GB, License: cc-by-nc-4.0, LLM Explorer Score: 0.32.

Base model:finetune:google/gem...   Base model:google/gemma-4-12b   Clinical-trials   En   Endpoints compatible   Gemma4 unified   Grpo   Image-text-to-text   Onca-3.0-12b   Oncology   Pathology   Precision-oncology   Region:us   Research   Safetensors   Sharded   Structured-generation   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Joesh1/onca-3.0-12b 

Onca 3.0 12B Parameters and Internals

LLM NameOnca 3.0 12B
Repository 🤗https://huggingface.co/Joesh1/onca-3.0-12b 
Base Model(s)  Gemma 4 12B   google/gemma-4-12B
Model Size12b
Required VRAM24.1 GB
Updated2026-09-11
MaintainerJoesh1
Model Typegemma4_unified
Model Files  2.4 GB: 1-of-11   2.4 GB: 2-of-11   2.4 GB: 3-of-11   2.4 GB: 4-of-11   2.4 GB: 5-of-11   2.4 GB: 6-of-11   2.4 GB: 7-of-11   2.4 GB: 8-of-11   2.4 GB: 9-of-11   2.4 GB: 10-of-11   0.1 GB: 11-of-11
Supported Languagesen
Model ArchitectureGemma4UnifiedForConditionalGeneration
Licensecc-by-nc-4.0
Transformers Version5.10.0.dev0
Tokenizer ClassGemmaTokenizer
Padding Token<pad>

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Note: green Score (e.g. "73.2") means that the model is better than Joesh1/onca-3.0-12b.