Brats Medgemma GGUF

--- base_model: Jesteban247/brats_medgemma model_name: brats_medgemma-GGUF tags: - gguf - conversion - llama-cpp - ft - unsloth - medical-imaging - brain-tumor - brats - textbrats - medgemma license: apache-2.0 datasets: - Jupitern52/TextBraTS language: - en pipeline_tag: visual-question-answering library_name: transformers --- # 🧠 Jesteban247/brats_medgemma-GGUF This repository provides **GGUF-format variants** of the fine-tuned model [`Jesteban247/brats_medgemma`](https://huggingface.co/Jesteban247/brats_medgemma), which originates from the **BraTS (Brain Tumor Segmentation and TextBraTS)** domain adaptation experiments detailed in [`Jesteban247/medgemma-brats-experiments`](https://huggingface.co/Jesteban247/medgemma-brats-experiments). --- ## 🧩 Model Description These files are direct **GGUF conversions** of the `brats_medgemma` model, compatible with **[llama.cpp](https://github.com/ggml-org/llama.cpp)** and the **[GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo)** conversion space. The GGUF format allows efficient inference across CPU and GPU environments, offering a lightweight deployment option for medical visual-language applications such as **MRI interpretation** and **radiology text reasoning**. --- ## 🧮 Available Files | File | Precision | Size | Description | |------|------------|------|-------------| | `model_f16.gguf` | FP16 | 7.77 GB | Full-precision float16 version | | `model_q8.gguf` | Q8_0 | 4.13 GB | Balanced quantization for accuracy and speed | | `brats_medgemma-q5_k_m.gguf` | Q5_K_M | 2.83 GB | Medium quantization for balanced size and performance | | `mmproj_model_f16.gguf` | FP16 | 851 MB | Multimodal projection weights (image-text alignment) | --- ## 🔗 Related Resources - **Base fine-tuned model:** [`Jesteban247/brats_medgemma`](https://huggingface.co/Jesteban247/brats_medgemma) - **Training & adaptation experiments:** [`Jesteban247/medgemma-brats-experiments`](https://huggingface.co/Jesteban247/medgemma-brats-experiments) - **GGUF conversion via:** ggml.ai’s [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) - **Conversion tools:** [ggml-org/llama.cpp](https://github.com/ggml-org/llama.cpp)

Source context: 74 downloads · 0 likes · Pipeline visual-question-answering · Library transformers · Repo Jesteban247/brats_medgemma-GGUF

Source context: 26 downloads · 0 likes · Pipeline visual-question-answering · Library transformers · Repo Jesteban247/brats_medgemma-GGUF