Image Classification
Transformers
Safetensors
English
siglip
SigLIP2
ImageShield
90M
Guardrail
ImageShield-SUPER-90M / checkpoint-6000 /trainer_state.json
prithivMLmods's picture
Add files using upload-large-folder tool
ee806e6 verified
Raw
History Blame Contribute Delete
4.18 kB
{
"best_global_step": 6000,
"best_metric": 0.25916826725006104,
"best_model_checkpoint": "siglip2-image-classification/checkpoint-6000",
"epoch": 4.0,
"eval_steps": 500,
"global_step": 6000,
"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
},
{
"epoch": 2.3333333333333335,
"grad_norm": 4.5269551277160645,
"learning_rate": 8.406722689075631e-05,
"loss": 0.31870977783203125,
"step": 3500
},
{
"epoch": 2.6666666666666665,
"grad_norm": 1.9202643632888794,
"learning_rate": 6.726050420168067e-05,
"loss": 0.30601947021484377,
"step": 4000
},
{
"epoch": 3.0,
"grad_norm": 2.203441858291626,
"learning_rate": 5.045378151260505e-05,
"loss": 0.2938027648925781,
"step": 4500
},
{
"epoch": 3.0,
"eval_accuracy": 0.8811525360167505,
"eval_loss": 0.2799703776836395,
"eval_model_preparation_time": 0.0019,
"eval_runtime": 287.094,
"eval_samples_per_second": 111.458,
"eval_steps_per_second": 13.933,
"step": 4500
},
{
"epoch": 3.3333333333333335,
"grad_norm": 3.2569119930267334,
"learning_rate": 3.364705882352941e-05,
"loss": 0.2793130798339844,
"step": 5000
},
{
"epoch": 3.6666666666666665,
"grad_norm": 3.2401018142700195,
"learning_rate": 1.6840336134453782e-05,
"loss": 0.26365960693359375,
"step": 5500
},
{
"epoch": 4.0,
"grad_norm": 1.6921696662902832,
"learning_rate": 3.3613445378151266e-08,
"loss": 0.2508096923828125,
"step": 6000
},
{
"epoch": 4.0,
"eval_accuracy": 0.8935591737241789,
"eval_loss": 0.25916826725006104,
"eval_model_preparation_time": 0.0019,
"eval_runtime": 286.6404,
"eval_samples_per_second": 111.635,
"eval_steps_per_second": 13.955,
"step": 6000
}
],
"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": true
},
"attributes": {}
}
},
"total_flos": 1.6080385153725334e+19,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}