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fmnist-t2i-diffusion

fmnist_t2i_diffusion
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fmnist-t2i-diffusion
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{
  "architectures": ["FMNISTT2IModel"],
  "model_type": "fmnist_t2i_diffusion",
  "patch_size": 1,
  "image_size": 8,
  "num_channels": 4,
  "embed_dim": 384,
  "mlp_multiplier": 4,
  "n_layers": 12,
  "n_heads": 6,
  "cross_heads": 4,
  "noise_embed_dims": 128,
  "text_emb_size": 10,
  "dropout_prob": 0.1,
  "use_flash_attention": true,
  "text_encoding_type": "one_hot",
  "text_dropout_prob": 0.1,
  "num_classes": 10,
  "text_embed_dim": 384,
  "text_projection_layers": 1,
  "diffusion_config": {
    "timesteps": "continuous",
    "beta_a": 1.0,
    "beta_b": 2.5,
    "noise_start": 0.99,
    "noise_end": 0.01
  },
  "vae_config": {
    "vae_path": "stabilityai/sd-vae-ft-mse",
    "vae_latent_scale": 0.18215
  },
  "training_config": {
    "lr": 0.001,
    "weight_decay": 0.01,
    "betas": [0.9, 0.999],
    "eps": 1e-8,
    "max_grad_norm": 1.0,
    "ema_decay": 0.999
  },
  "hardware_config": {
    "use_amp": true,
    "amp_dtype": "float16",
    "compile_model": false
  },
  "init_cfg": {
    "type": "trunc_normal",
    "std": 0.02,
    "a": -2,
    "b": 2
  }
}