Upload prior/prior_config.json with huggingface_hub
Browse files- prior/prior_config.json +88 -0
prior/prior_config.json
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{
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"prior": {
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"clip": {
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"make": "openai",
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"model": "ViT-L/14"
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},
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"net": {
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"dim": 768,
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"depth": 12,
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"num_timesteps": 1000,
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"num_time_embeds": 1,
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"num_image_embeds": 1,
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"num_text_embeds": 1,
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"dim_head": 64,
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"heads": 12,
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"ff_mult": 4,
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"norm_out": true,
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"attn_dropout": 0.05,
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"ff_dropout": 0.05,
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"final_proj": true,
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"normformer": true,
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"rotary_emb": true
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},
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"image_embed_dim": 768,
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"image_size": 224,
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"image_channels": 3,
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"timesteps": 1000,
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"sample_timesteps": 64,
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"cond_drop_prob": 0.0,
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"loss_type": "l2",
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"predict_x_start": true,
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"beta_schedule": "cosine",
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"condition_on_text_encodings": true
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},
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"data": {
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"batch_size": 256,
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"num_data_points": 250000000,
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"eval_every_seconds": 1800,
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"image_url": "s3://s-datasets/laion-aesthetic/embeddings/img_emb",
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"meta_url": "s3://s-datasets/laion-aesthetic/embeddings/metadata",
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"splits": {
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"train": 0.9,
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"val": 2.4e-05,
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"test":0.09997599999999998
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}
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},
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"train": {
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"epochs": 5,
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"lr": 1.1e-4,
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"wd": 6.02e-2,
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"max_grad_norm": 0.5,
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"use_ema": true,
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"ema_beta": 0.9999,
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"amp": false,
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"save_every_seconds": 3600,
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"eval_timesteps": [64, 250, 1000]
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},
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"tracker": {
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"data_path": ".prior-updates",
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"overwrite_data_path": true,
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"log": {
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"log_type": "wandb",
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"wandb_entity": "nousr_laion",
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"wandb_project": "dalle2_diffusion_prior",
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"wandb_resume": false,
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"verbose": true
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},
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"load": {
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"resume": false
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},
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"save": [
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{
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"save_to": "local",
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"save_type": "checkpoint",
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"save_latest_to": ".prior-updates/latest_checkpoint.pth",
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"save_best_to": ".prior-updates/best_checkpoint.pth"
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},
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{
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"save_to": "huggingface",
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"huggingface_repo": "laion/DALLE2-PyTorch",
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"save_meta_to": "prior/",
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"save_latest_to": "prior/latest.pth",
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"save_best_to": "prior/best.pth",
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"save_type": "model"
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}
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]
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}
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}
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