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lfm25-nwpu-lora
tarek199147/lfm25-nwpu-lora
lfm25-nwpu-lora is a machine learning model from tarek199147. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as mit.
LoRA adapter fine-tuned on NWPU-RESISC45 for satellite scene classification (45 classes).
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.json19.3 MB · 55%
At a glance
- Library
- peft
- License
- mit
- Access
- Public
- Created
- May 8, 2026
- Updated
- May 8, 2026
- SHA
- 48bcad32
Base models
Model card
From the Hugging Face model README
LFM2.5-VL-450M — NWPU-RESISC45 LoRA
LoRA adapter fine-tuned on NWPU-RESISC45 for satellite scene classification (45 classes).
Base model
Training
- Task: scene classification (classify prompt → class label)
- Dataset: NWPU-RESISC45, ~25 200 train / ~4 725 val samples
- LoRA: rank 8, alpha 16, no dropout
- Epochs: 3, LR: 5e-6 cosine w/ min 5e-7, warmup 100 steps
- Batch: 16 × 2 grad-accum (effective 32), bfloat16
- Library
- peft
- License
- mit
- Created
- May 8, 2026
- Updated
- May 8, 2026