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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-lvis4v-lrv",
"dataset_root_dir": "/opt/ml/input/data/training/skaramcheti/datasets/prismatic-vlms",
"finetune_stage_components": [
"download/llava-v1.5-instruct/llava_v1_5_lvis4v_lrv_mix1231k.json",
"download/llava-v1.5-instruct"
],
"type": "llava-lvis4v-lrv"
},
"hf_token": ".hf_token",
"model": {
"align_epochs": 1,
"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+fused-gelu-mlp",
"enable_gradient_checkpointing": true,
"enable_mixed_precision_training": true,
"finetune_epochs": 2,
"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": "resize-naive",
"llm_backbone_id": "llama2-7b-pure",
"llm_max_length": 2048,
"model_id": "prism-dinosiglip-224px+7b",
"reduce_in_full_precision": false,
"type": "prism-dinosiglip-224px+7b",
"vision_backbone_id": "dinosiglip-vit-so-224px"
},
"pretrained_checkpoint": null,
"run_id": "llava-lvis4v-lrv+prism-dinosiglip-224px+7b+stage-finetune+x7",
"run_root_dir": "/opt/ml/input/data/training/x-prismatic-vlms/runs",
"seed": 7,
"stage": "finetune",
"trackers": [
"jsonl",
"wandb"
],
"wandb_entity": "stanford-voltron",
"wandb_project": "onyx-vlms"
} |