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| model: | |
| arch: mini_gpt4 | |
| model_type: pretrain_vicuna | |
| freeze_vit: True | |
| freeze_qformer: True | |
| datasets: | |
| laion: | |
| vis_processor: | |
| train: | |
| name: "blip2_image_train" | |
| image_size: 224 | |
| text_processor: | |
| train: | |
| name: "blip_caption" | |
| sample_ratio: 115 | |
| cc_sbu: | |
| vis_processor: | |
| train: | |
| name: "blip2_image_train" | |
| image_size: 224 | |
| text_processor: | |
| train: | |
| name: "blip_caption" | |
| sample_ratio: 14 | |
| run: | |
| task: image_text_pretrain | |
| # optimizer | |
| lr_sched: "linear_warmup_cosine_lr" | |
| init_lr: 1e-4 | |
| min_lr: 8e-5 | |
| warmup_lr: 1e-6 | |
| weight_decay: 0.05 | |
| max_epoch: 4 | |
| batch_size_train: 64 | |
| batch_size_eval: 64 | |
| num_workers: 4 | |
| warmup_steps: 5000 | |
| iters_per_epoch: 5000 | |
| seed: 42 | |
| output_dir: "output/minigpt4_stage1_pretrain" | |
| amp: True | |
| resume_ckpt_path: null | |
| evaluate: False | |
| train_splits: ["train"] | |
| device: "cuda" | |
| world_size: 1 | |
| dist_url: "env://" | |
| distributed: True |