longformer-spans / checkpoint-81 /trainer_state.json
Theoreticallyhugo's picture
Training in progress, epoch 1, checkpoint
964a551 verified
raw
history blame
1.62 kB
{
"best_metric": 0.2619660496711731,
"best_model_checkpoint": "longformer-spans/checkpoint-81",
"epoch": 1.0,
"eval_steps": 500,
"global_step": 81,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_B": {
"f1-score": 0.816,
"precision": 0.7461594732991953,
"recall": 0.9002647837599294,
"support": 1133.0
},
"eval_I": {
"f1-score": 0.9321376763813793,
"precision": 0.9024103768767235,
"recall": 0.9638902525500463,
"support": 18333.0
},
"eval_O": {
"f1-score": 0.8560784528570645,
"precision": 0.931782945736434,
"recall": 0.7917511147142278,
"support": 9868.0
},
"eval_accuracy": 0.9035249198881844,
"eval_loss": 0.2619660496711731,
"eval_macro avg": {
"f1-score": 0.8680720430794812,
"precision": 0.860117598637451,
"recall": 0.8853020503414012,
"support": 29334.0
},
"eval_runtime": 5.5032,
"eval_samples_per_second": 14.537,
"eval_steps_per_second": 1.817,
"eval_weighted avg": {
"f1-score": 0.9020655278480035,
"precision": 0.9062562975065145,
"recall": 0.9035249198881844,
"support": 29334.0
},
"step": 81
}
],
"logging_steps": 500,
"max_steps": 1620,
"num_input_tokens_seen": 0,
"num_train_epochs": 20,
"save_steps": 500,
"total_flos": 143786652735600.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}