| 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: /opt/ml/input/data/training/skaramcheti/datasets/prismatic-vlms | |
| 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: | |
| 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+gelu-mlp | |
| enable_gradient_checkpointing: true | |
| enable_mixed_precision_training: true | |
| finetune_epochs: 1 | |
| finetune_global_batch_size: 128 | |
| finetune_learning_rate: 2.0e-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-v0.1-7b-pure | |
| llm_max_length: 2048 | |
| model_id: mistral-v0.1+7b | |
| reduce_in_full_precision: false | |
| type: mistral-v0.1+7b | |
| vision_backbone_id: clip-vit-l-336px | |
| pretrained_checkpoint: null | |
| run_id: mistral-v0.1+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 | |