add config.json
Browse files- config.json +59 -0
config.json
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{
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"dataset": {
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"align_stage_components": [
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"download/llava-laion-cc-sbu-558k/chat.json",
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"download/llava-laion-cc-sbu-558k"
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],
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"dataset_id": "llava-lvis4v-lrv",
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"dataset_root_dir": "data",
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"finetune_stage_components": [
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"download/llava-v1.5-instruct/llava_v1_5_lvis4v_lrv_mix1231k.json",
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"download/llava-v1.5-instruct"
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],
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"type": "llava-lvis4v-lrv"
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},
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"hf_token": ".hf_token",
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"model": {
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"align_epochs": 1,
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"align_global_batch_size": 256,
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"align_learning_rate": 0.001,
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"align_lr_scheduler_type": "linear-warmup+cosine-decay",
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"align_max_grad_norm": 1.0,
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"align_max_steps": null,
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"align_per_device_batch_size": 16,
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"align_train_strategy": "fsdp-shard-grad-op",
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"align_warmup_ratio": 0.03,
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"align_weight_decay": 0.0,
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"arch_specifier": "no-align+fused-gelu-mlp",
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"enable_gradient_checkpointing": true,
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"enable_mixed_precision_training": true,
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"finetune_epochs": 1,
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"finetune_global_batch_size": 128,
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"finetune_learning_rate": 2e-05,
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"finetune_lr_scheduler_type": "linear-warmup+cosine-decay",
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"finetune_max_grad_norm": 1.0,
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"finetune_max_steps": null,
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"finetune_per_device_batch_size": 8,
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"finetune_train_strategy": "fsdp-full-shard",
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"finetune_warmup_ratio": 0.03,
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"finetune_weight_decay": 0.1,
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"image_resize_strategy": "resize-naive",
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"llm_backbone_id": "mamba2-2.7b",
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"llm_max_length": 2048,
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"model_id": "mlmamba+3b",
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"reduce_in_full_precision": false,
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"type": "mlmamba+3b",
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"vision_backbone_id": "dinosiglip-vit-so-384px"
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},
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"pretrained_checkpoint": null,
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"run_id": "llava-lvis4v-lrv+mlmamba+3b+stage-finetune+x7",
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"run_root_dir": "runs",
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"seed": 7,
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"stage": "finetune",
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"trackers": [
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"jsonl",
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"wandb"
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],
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"wandb_entity": null,
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"wandb_project": "mlmamba"
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}
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