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Dinov2-SigLIP-Phi3-LoRA

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Muthuchamy Selvaraj Nithish commited on
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d915723
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1 Parent(s): 28c33d7

weights update

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Files changed (6) hide show
  1. llava-lrv+dino-siglip-phi3-lora-model+stage-align+x7/checkpoints/latest-checkpoint.pt +3 -0
  2. llava-lrv+dino-siglip-phi3-lora-model+stage-align+x7/config.json +58 -0
  3. llava-lrv+dino-siglip-phi3-lora-model+stage-align+x7/config.yaml +51 -0
  4. llava-lrv+dino-siglip-phi3-lora-model+stage-finetune+x7/checkpoints/latest-checkpoint.pt +3 -0
  5. llava-lrv+dino-siglip-phi3-lora-model+stage-finetune+x7/config.json +58 -0
  6. llava-lrv+dino-siglip-phi3-lora-model+stage-finetune+x7/config.yaml +51 -0
llava-lrv+dino-siglip-phi3-lora-model+stage-align+x7/checkpoints/latest-checkpoint.pt ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:5bd890d703a64a8a12659c7a38c9dcc5fa5da2e1617da198f26e6ef89638cbfa
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+ size 220525570
llava-lrv+dino-siglip-phi3-lora-model+stage-align+x7/config.json ADDED
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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-lrv",
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+ "dataset_root_dir": "/data/projects/12003782/training_data",
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+ "finetune_stage_components": [
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+ "download/llava-v1.5-instruct/llava_v1_5_lrv_mix1008k.json",
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+ "download/llava-v1.5-instruct"
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+ ],
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+ "type": "llava-lrv"
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+ },
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+ "model": {
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+ "align_epochs": 1,
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+ "align_global_batch_size": 64,
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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": 8,
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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": "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": 32,
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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": 4,
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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": "phi3_base",
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+ "llm_max_length": 2048,
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+ "model_id": "dino-siglip-phi3-lora-model",
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+ "reduce_in_full_precision": false,
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+ "type": "dino-siglip-phi3-lora-model",
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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-lrv+dino-siglip-phi3-lora-model+stage-align+x7",
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+ "run_root_dir": "/data/projects/12003782/model_weights/runs",
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+ "seed": 7,
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+ "stage": "align",
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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": "nscc-prismatic-phi3"
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+ }
llava-lrv+dino-siglip-phi3-lora-model+stage-align+x7/config.yaml ADDED
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1
+ dataset:
2
+ align_stage_components:
3
+ - download/llava-laion-cc-sbu-558k/chat.json
4
+ - download/llava-laion-cc-sbu-558k
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+ dataset_id: llava-lrv
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+ dataset_root_dir: /data/projects/12003782/training_data
7
+ finetune_stage_components:
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+ - download/llava-v1.5-instruct/llava_v1_5_lrv_mix1008k.json
9
+ - download/llava-v1.5-instruct
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+ type: llava-lrv
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+ model:
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+ align_epochs: 1
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+ align_global_batch_size: 64
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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: 8
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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: 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: 32
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+ finetune_learning_rate: 2.0e-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: 4
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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: phi3_base
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+ llm_max_length: 2048
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+ model_id: dino-siglip-phi3-lora-model
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+ reduce_in_full_precision: false
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+ type: dino-siglip-phi3-lora-model
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+ vision_backbone_id: dinosiglip-vit-so-384px
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+ pretrained_checkpoint: null
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+ run_id: llava-lrv+dino-siglip-phi3-lora-model+stage-align+x7
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+ run_root_dir: /data/projects/12003782/model_weights/runs
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+ seed: 7
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+ stage: align
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+ trackers:
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+ - jsonl
49
+ - wandb
50
+ wandb_entity: null
51
+ wandb_project: nscc-prismatic-phi3
llava-lrv+dino-siglip-phi3-lora-model+stage-finetune+x7/checkpoints/latest-checkpoint.pt ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:aea9ed984634f0c9df7a3e9d640ac49c60fe3ae29eb4214cf35dcdfee45b28db
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+ size 16310332705
llava-lrv+dino-siglip-phi3-lora-model+stage-finetune+x7/config.json ADDED
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+ {
2
+ "dataset": {
3
+ "align_stage_components": [
4
+ "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-lrv",
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+ "dataset_root_dir": "/data/projects/12003782/training_data",
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+ "finetune_stage_components": [
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+ "download/llava-v1.5-instruct/llava_v1_5_lrv_mix1008k.json",
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+ "download/llava-v1.5-instruct"
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+ ],
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+ "type": "llava-lrv"
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+ },
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+ "model": {
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+ "align_epochs": 1,
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+ "align_global_batch_size": 64,
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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": 8,
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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": "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": 32,
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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": 4,
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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": "phi3_base",
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+ "llm_max_length": 2048,
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+ "model_id": "dino-siglip-phi3-lora-model",
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+ "reduce_in_full_precision": false,
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+ "type": "dino-siglip-phi3-lora-model",
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+ "vision_backbone_id": "dinosiglip-vit-so-384px"
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+ },
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+ "pretrained_checkpoint": "/data/projects/12003782/model_weights/runs/llava-lrv+dino-siglip-phi3-lora-model+stage-align+x7/checkpoints/latest-checkpoint.pt",
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+ "run_id": "llava-lrv+dino-siglip-phi3-lora-model+stage-finetune+x7",
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+ "run_root_dir": "/data/projects/12003782/model_weights/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": "nscc-prismatic-phi3"
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+ }
llava-lrv+dino-siglip-phi3-lora-model+stage-finetune+x7/config.yaml ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ dataset:
2
+ align_stage_components:
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+ - download/llava-laion-cc-sbu-558k/chat.json
4
+ - download/llava-laion-cc-sbu-558k
5
+ dataset_id: llava-lrv
6
+ dataset_root_dir: /data/projects/12003782/training_data
7
+ finetune_stage_components:
8
+ - download/llava-v1.5-instruct/llava_v1_5_lrv_mix1008k.json
9
+ - download/llava-v1.5-instruct
10
+ type: llava-lrv
11
+ model:
12
+ align_epochs: 1
13
+ align_global_batch_size: 64
14
+ align_learning_rate: 0.001
15
+ align_lr_scheduler_type: linear-warmup+cosine-decay
16
+ align_max_grad_norm: 1.0
17
+ align_max_steps: null
18
+ align_per_device_batch_size: 8
19
+ align_train_strategy: fsdp-shard-grad-op
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+ align_warmup_ratio: 0.03
21
+ align_weight_decay: 0.0
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+ arch_specifier: 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: 32
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+ finetune_learning_rate: 2.0e-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: 4
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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: phi3_base
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+ llm_max_length: 2048
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+ model_id: dino-siglip-phi3-lora-model
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+ reduce_in_full_precision: false
40
+ type: dino-siglip-phi3-lora-model
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+ vision_backbone_id: dinosiglip-vit-so-384px
42
+ pretrained_checkpoint: /data/projects/12003782/model_weights/runs/llava-lrv+dino-siglip-phi3-lora-model+stage-align+x7/checkpoints/latest-checkpoint.pt
43
+ run_id: llava-lrv+dino-siglip-phi3-lora-model+stage-finetune+x7
44
+ run_root_dir: /data/projects/12003782/model_weights/runs
45
+ seed: 7
46
+ stage: finetune
47
+ trackers:
48
+ - jsonl
49
+ - wandb
50
+ wandb_entity: null
51
+ wandb_project: nscc-prismatic-phi3