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language:
- en
license: apache-2.0
library_name: llama.cpp
tags:
- gguf
- llama.cpp
- multimodal
- vision-language-model
- smolvlm
- cytology
- medical-imaging
pipeline_tag: image-text-to-text
base_model:
- HuggingFaceTB/SmolVLM-500M-Instruct
---
# SmolVLM Cytology GGUF
Fine-tuned SmolVLM multimodal model for cytology image analysis.
## Files
- SmolVLM-Cytology-Q4_K_M.gguf
- mmproj-SmolVLM-Cytology-f16.gguf
## Usage
```bash
llama-mtmd-cli \
-m SmolVLM-Cytology-Q4_K_M.gguf \
--mmproj mmproj-SmolVLM-Cytology-f16.gguf \
--image test.png \
-p "<image> Describe this image"
```
## Notes
- Quantized using llama.cpp
- Compatible with llama-mtmd-cli
- Vision encoder exported separately as mmproj GGUF
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