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echogemma
introvoyz041/echogemma
echogemma is a text generation model from introvoyz041. Use it when you need the model to write or continue text. It is set up for pytorch. The card lists the license as apache-2.0.
Multimodal echocardiography report generation from DICOM studies. EchoGemma combines an EchoPrime video encoder and a LoRA-fine-tuned MedGemma language model to process full echocardiographic studies and generate clin…
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Public
Updated May 7, 2026
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17.8 GB
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At a glance
- Task
- Text Generation
- Library
- pytorch
- License
- apache-2.0
- Access
- Public
- Created
- May 7, 2026
- Updated
- May 7, 2026
- SHA
- 104b1d8c
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Base models
Model card
From the Hugging Face model README
EchoGemma
Multimodal echocardiography report generation from DICOM studies. EchoGemma combines an EchoPrime video encoder and a LoRA-fine-tuned MedGemma language model to process full echocardiographic studies and generate clinical text reports.
Input
A folder of DICOM echocardiography video files (a complete study). The model processes all video clips, extracts embeddings and view classifications, then generates a structured clinical report.
Output
A structured echocardiography text report.
Requirements
- Python >= 3.10
- PyTorch 2.10+
- CUDA-capable GPU (recommended)
- ~18 GB disk space for model weights
- Task
- Text Generation
- Library
- pytorch
- License
- apache-2.0
- Created
- May 7, 2026
- Updated
- May 7, 2026