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{
"model_class_name": "HookedViT",
"model_name": "open-clip:laion/CLIP-ViT-B-32-DataComp.XL-s13B-b90K",
"vit_model_cfg": null,
"model_path": null,
"hook_point_layer": 9,
"layer_subtype": "hook_resid_post",
"hook_point_head_index": null,
"context_size": 1,
"use_cached_activations": false,
"use_patches_only": false,
"cached_activations_path": "activations/_network_scratch_s_sonia.joseph_datasets_kaggle_datasets/open-clip:laion_CLIP-ViT-B-32-DataComp.XL-s13B-b90K/blocks.11.hook_mlp_out",
"d_in": 768,
"activation_fn_str": "topk",
"activation_fn_kwargs": {
"k": 64
},
"cls_token_only": true,
"max_grad_norm": 1.0,
"initialization_method": "encoder_transpose_decoder",
"normalize_activations": null,
"n_batches_in_buffer": 20,
"store_batch_size": 32,
"num_workers": 16,
"num_epochs": 500,
"total_training_images": 650000000,
"total_training_tokens": 325000000000,
"image_size": 224,
"device": {
"__type__": "torch.device",
"value": "cuda"
},
"seed": 42,
"dtype": {
"__type__": "torch.dtype",
"value": "torch.float32"
},
"architecture": "standard",
"verbose": false,
"b_dec_init_method": "geometric_median",
"expansion_factor": 64,
"from_pretrained_path": null,
"d_sae": 49152,
"l1_coefficient": 0.3,
"lp_norm": 1,
"lr": 0.0002,
"lr_scheduler_name": "cosineannealingwarmup",
"lr_warm_up_steps": 200,
"train_batch_size": 4096,
"dataset_name": "imagenet1k",
"dataset_path": "/network/scratch/s/sonia.joseph/datasets/kaggle_datasets",
"dataset_train_path": "/network/scratch/s/sonia.joseph/datasets/kaggle_datasets/ILSVRC/Data/CLS-LOC/train",
"dataset_val_path": "/network/scratch/s/sonia.joseph/datasets/kaggle_datasets/ILSVRC/Data/CLS-LOC/val",
"use_ghost_grads": false,
"feature_sampling_window": 1000,
"dead_feature_window": 5000,
"dead_feature_threshold": 1e-08,
"log_to_wandb": true,
"wandb_project": "clip_b_mlp_out_sae_hyperparam_sweep",
"wandb_entity": null,
"wandb_log_frequency": 100,
"n_validation_runs": 10,
"n_checkpoints": 10,
"checkpoint_path": "/network/scratch/s/sonia.joseph/checkpoints/clip-b/6f817ac7-clip_b_mlp_out_sae_hyperparam_sweep"
}