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Browse files- README.md +2 -0
- config.yaml +48 -0
- pytorch_model.bin +3 -0
README.md
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# DINOv3 RDM
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Checkpoint trained with RDM on DINOv3 ViT-B/16 features. Files were generated by export_rdm_to_hf.py after a sanity check forward pass.
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config.yaml
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model:
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target: rdm.models.diffusion.ddpm.RDM
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params:
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linear_start: 0.0015
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linear_end: 0.0195
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num_timesteps_cond: 1
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log_every_t: 200
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timesteps: 1000
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first_stage_key: image
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cond_stage_key: class_label
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class_cond: true
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image_size: 1
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channels: 768
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cond_stage_trainable: true
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conditioning_key: crossattn
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parameterization: x0
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use_mean_pooling: true
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unet_config:
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target: rdm.modules.diffusionmodules.latentmlp.SimpleMLP
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params:
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in_channels: 768
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time_embed_dim: 256
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model_channels: 1536
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bottleneck_channels: 1536
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out_channels: 768
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num_res_blocks: 12
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use_context: true
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context_channels: 512
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pretrained_enc_config:
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params:
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pretrained_enc_arch: dinov3_vitb16
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# Set to the absolute path of the downloaded DINOv3 ViT-B/16 checkpoint
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# (e.g., dinov3_vitb16_pretrain_lvd1689m-73cec8be.pth). If left null,
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# torch.hub will attempt to download using the dinov3 repo helpers.
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pretrained_enc_path: /proj/mmfm/kimhi/EnrichCondImageGenerationUsingRCG/TrainRDM/dinov3_vit_b_16_checkpoint.pth
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proj_dim: 768
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pretrained_enc_withproj: false
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dinov3_check_hash: false
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# set to false to allow loading checkpoints that don't exactly match the repo architecture
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dinov3_load_strict: false
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cond_stage_config:
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target: rdm.modules.encoders.modules.ClassEmbedder
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params:
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embed_dim: 512
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n_classes: 1000
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key: class_label
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# Made with Bob
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:73817125fe1652cfdfb6464ddef49b9b8b74155966a1576ae827049e5d577fd8
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size 935055647
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