DeepSeek DeepEncoder

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3
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by
Volkopat
Other
OTHER
New
15 downloads
Early-stage
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Quick Summary

AI model with specialized capabilities.

Code Examples

Architecturepythonpytorch
import torch
from deepencoder import build_sam_vit_b, build_clip_l, MlpProjector
from easydict import EasyDict as adict

# Load models
sam = build_sam_vit_b(checkpoint=None)
sam.load_state_dict(torch.load('sam_encoder.pth'))

clip = build_clip_l()
clip.load_state_dict(torch.load('clip_encoder.pth'))

projector_cfg = adict({'projector_type': 'linear', 'input_dim': 2048, 'n_embed': 1280})
projector = MlpProjector(projector_cfg)
projector.load_state_dict(torch.load('projector.pth'))

# Run encoder
vision_tokens = encode(image)  # [1, 256, 1280]

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