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LMF2.5-VL-Ghost-V1
AryanNsc/LMF2.5-VL-Ghost-V1
LMF2.5-VL-Ghost-V1 is a image-text-to-text model from AryanNsc. Use it for the image-text-to-text task on the model card, and read the license before you ship it in a product. It is set up for transformers.
Fine-tuned LiquidAI/LFM2.5-VL-450M for maritime ship detection in satellite imagery. Trained on a combined corpus of HRSC2016, ShipRSImageNet, and MASATI v2.
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At a glance
- Task
- Image-Text-to-Text
- Library
- transformers
- Model type
- lfm2_vl
- Access
- Public
- Created
- May 8, 2026
- Updated
- May 9, 2026
- SHA
- 93044f50
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Base models
Model card
From the Hugging Face model README
AryanNsc/LMF2.5-VL-Ghost-V1
Fine-tuned LiquidAI/LFM2.5-VL-450M for maritime ship detection in satellite imagery. Trained on a combined corpus of HRSC2016, ShipRSImageNet, and MASATI v2.
The LoRA adapter has been merged into the base weights — load it directly:
from transformers import AutoModelForImageTextToText, AutoProcessor
model = AutoModelForImageTextToText.from_pretrained(
"AryanNsc/LMF2.5-VL-Ghost-V1",
torch_dtype="bfloat16",
device_map="auto",
trust_remote_code=True,
)
processor = AutoProcessor.from_pretrained("AryanNsc/LMF2.5-VL-Ghost-V1", trust_remote_code=True)
Part of the GhostWatch dark-vessel detection system.
- Task
- Image-Text-to-Text
- Library
- transformers
- Type
- lfm2_vl
- Created
- May 8, 2026
- Updated
- May 9, 2026