Feature Extraction
unitok_tokenizer / config.json
machuofan
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{
"model": "vitamin_large",
"exp_name": "unitok_large_causal",
"output_dir": "local_output",
"resume_from": "",
"lpips_path": "",
"dino_path": "",
"fid_eval_src": "",
"fid_eval_dst": "",
"vis_img_dir": "asset/vis_imgs/",
"fid_feature_extractor": "",
"clip_pretrain_path": "",
"fp16": false,
"bf16": true,
"tf32": true,
"compile_model": false,
"ddp_static": false,
"grad_ckpt": true,
"grad_accu": 1,
"train_data": "",
"val_data": null,
"dataset_type": "webdataset",
"imagenet_val": "",
"imagenet_v2": null,
"subset_ratio": 1.0,
"img_size": 256,
"resize_ratio": 1.125,
"hflip": false,
"workers": 16,
"train_num_samples": 1280000000,
"train_data_upsampling_factors": null,
"dataset_resampled": false,
"use_aug": false,
"vocab_size": 32768,
"vocab_width": 64,
"vocab_norm": true,
"vq_beta": 0.25,
"num_codebooks": 8,
"quant_proj": "attn",
"embed_dim": 768,
"num_query": 0,
"use_clip_pretrain": false,
"patch_size": 16,
"drop_path": 0.1,
"text_width": 768,
"text_heads": 12,
"text_layers": 12,
"text_vocab_size": 49408,
"text_context_length": 77,
"local_loss": true,
"gather_with_grad": true,
"pretrained_clip": null,
"pretrained_clip_text": null,
"lock_text": false,
"lock_text_unlocked_layers": 0,
"lock_text_freeze_layer_norm": false,
"force_custom_text": false,
"force_custom_vision": false,
"zeroshot_eval_freq": 1,
"dino_depth": 12,
"dino_kernel_size": 9,
"disc_norm": "gn",
"disc_aug_prob": 1.0,
"disc_specnorm": false,
"step_disc_every": 1,
"vae_init": -0.5,
"vocab_init": -1,
"disc_init": -0.5,
"epoch": 1,
"local_bs": 56,
"vae_local_bs": 56,
"global_bs": 16384,
"lr": 0.0005,
"wd": 0.02,
"disc_lr": 2e-05,
"disc_wd": 0.2,
"grad_clip": 10,
"ema": 0.9999,
"warmup_iter": null,
"warmup_ep": 0.01,
"disc_start_ep": 0.375,
"disc_warmup_ep": 0.03,
"schedule": "cos",
"lr_start_ratio": 0.0,
"lr_end_ratio": 0.1,
"disc_lr_end_ratio": 0.1,
"custom_lr_multiplier": null,
"optimizer": "adamw",
"optim_eps": 1e-06,
"fuse_opt": false,
"optim_beta": "0.9_0.95",
"disc_optim_beta": "0.5_0.9",
"l1": 0.2,
"l2": 1.0,
"lp": 1.0,
"lpr": 48,
"ld": 0.4,
"le": 0.0,
"lq": 1.0,
"lc": 1.0,
"e_temp": 0.01,
"gada": 1,
"bcr": 4.0,
"bcr_cut": 0.2,
"dcrit": "hg",
"report_wandb": true,
"wandb_notes": null,
"run_id": null,
"eval_per_epoch": 8,
"dbg_unused_param": false,
"dbg_nan": false,
"seed": null,
"deterministic": false,
"same_seed_for_all_ranks": 0
}