Image Classification
Transformers
Safetensors
English
siglip
SigLIP2
ImageShield
90M
Guardrail
ImageShield-SUPER-90M / checkpoint-3000 /trainer_state.json
prithivMLmods's picture
Add files using upload-large-folder tool
ee806e6 verified
Raw
History Blame Contribute Delete
2.51 kB
{
"best_global_step": 3000,
"best_metric": 0.3550371527671814,
"best_model_checkpoint": "siglip2-image-classification/checkpoint-3000",
"epoch": 2.0,
"eval_steps": 500,
"global_step": 3000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.3333333333333333,
"grad_norm": 3.479196786880493,
"learning_rate": 0.00018490756302521008,
"loss": 0.5047473754882813,
"step": 500
},
{
"epoch": 0.6666666666666666,
"grad_norm": 4.285048007965088,
"learning_rate": 0.00016810084033613447,
"loss": 0.42015097045898436,
"step": 1000
},
{
"epoch": 1.0,
"grad_norm": 2.655521869659424,
"learning_rate": 0.00015129411764705882,
"loss": 0.38898434448242186,
"step": 1500
},
{
"epoch": 1.0,
"eval_accuracy": 0.8312134754211069,
"eval_loss": 0.37709423899650574,
"eval_model_preparation_time": 0.0019,
"eval_runtime": 283.3202,
"eval_samples_per_second": 112.943,
"eval_steps_per_second": 14.118,
"step": 1500
},
{
"epoch": 1.3333333333333333,
"grad_norm": 1.3074887990951538,
"learning_rate": 0.0001344873949579832,
"loss": 0.3693521728515625,
"step": 2000
},
{
"epoch": 1.6666666666666665,
"grad_norm": 1.2879441976547241,
"learning_rate": 0.00011768067226890757,
"loss": 0.3484758605957031,
"step": 2500
},
{
"epoch": 2.0,
"grad_norm": 1.5275274515151978,
"learning_rate": 0.00010087394957983194,
"loss": 0.34061029052734376,
"step": 3000
},
{
"epoch": 2.0,
"eval_accuracy": 0.8569642801337541,
"eval_loss": 0.3550371527671814,
"eval_model_preparation_time": 0.0019,
"eval_runtime": 282.8579,
"eval_samples_per_second": 113.127,
"eval_steps_per_second": 14.141,
"step": 3000
}
],
"logging_steps": 500,
"max_steps": 6000,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 8.040192576862667e+18,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}