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:

python

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.