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{
"dataset": {
"align_stage_components": [
"download/llava-laion-cc-sbu-558k/chat.json",
"download/llava-laion-cc-sbu-558k"
],
"dataset_id": "llava-v15",
"dataset_root_dir": "data",
"finetune_stage_components": [
"download/llava-v1.5-instruct/llava_v1_5_mix665k.json",
"download/llava-v1.5-instruct"
],
"type": "llava-v15"
},
"hf_token": ".hf_token",
"model": {
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"align_global_batch_size": 256,
"align_learning_rate": 0.001,
"align_lr_scheduler_type": "linear-warmup+cosine-decay",
"align_max_grad_norm": 1.0,
"align_max_steps": null,
"align_per_device_batch_size": 16,
"align_train_strategy": "fsdp-shard-grad-op",
"align_warmup_ratio": 0.03,
"align_weight_decay": 0.0,
"arch_specifier": "no-align+gelu-mlp",
"enable_gradient_checkpointing": true,
"enable_mixed_precision_training": true,
"finetune_epochs": 1,
"finetune_global_batch_size": 128,
"finetune_learning_rate": 2e-05,
"finetune_lr_scheduler_type": "linear-warmup+cosine-decay",
"finetune_max_grad_norm": 1.0,
"finetune_max_steps": null,
"finetune_per_device_batch_size": 16,
"finetune_train_strategy": "fsdp-full-shard",
"finetune_warmup_ratio": 0.03,
"finetune_weight_decay": 0.1,
"image_resize_strategy": "letterbox",
"llm_backbone_id": "mistral-v0.2-7b-instruct",
"llm_max_length": 2048,
"model_id": "mistral-instruct-v0.2+7b+siglip",
"reduce_in_full_precision": false,
"type": "one-stage+7b",
"vision_backbone_id": "siglip-vit-so400m-384px"
},
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"run_id": "mistral-instruct-v0.2+7b+siglip+stage-finetune+x7",
"run_root_dir": "runs",
"seed": 7,
"stage": "finetune",
"trackers": [
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"wandb"
],
"wandb_entity": "rylan",
"wandb_project": "prismatic-vlm"
} |