nllb-finetuned-telugu / trainer_state.json
anithasoma's picture
Uploading fine-tuned model for English to Telugu translation
744c0b5 verified
Raw
History Blame
4.86 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 5.0,
"eval_steps": 500,
"global_step": 935,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.26737967914438504,
"grad_norm": 17.321611404418945,
"learning_rate": 1.8994652406417113e-05,
"loss": 4.3588,
"step": 50
},
{
"epoch": 0.5347593582887701,
"grad_norm": 18.49687957763672,
"learning_rate": 1.7925133689839573e-05,
"loss": 3.7275,
"step": 100
},
{
"epoch": 0.8021390374331551,
"grad_norm": 17.81402587890625,
"learning_rate": 1.6855614973262032e-05,
"loss": 3.1286,
"step": 150
},
{
"epoch": 1.0,
"eval_loss": 2.293884754180908,
"eval_runtime": 2.4316,
"eval_samples_per_second": 68.268,
"eval_steps_per_second": 17.273,
"step": 187
},
{
"epoch": 1.0695187165775402,
"grad_norm": 16.78999137878418,
"learning_rate": 1.5786096256684492e-05,
"loss": 2.5828,
"step": 200
},
{
"epoch": 1.3368983957219251,
"grad_norm": 16.12043571472168,
"learning_rate": 1.4716577540106953e-05,
"loss": 2.0374,
"step": 250
},
{
"epoch": 1.6042780748663101,
"grad_norm": 14.432710647583008,
"learning_rate": 1.3647058823529413e-05,
"loss": 1.5509,
"step": 300
},
{
"epoch": 1.8716577540106951,
"grad_norm": 11.290574073791504,
"learning_rate": 1.2577540106951873e-05,
"loss": 1.1191,
"step": 350
},
{
"epoch": 2.0,
"eval_loss": 0.7051454186439514,
"eval_runtime": 2.4082,
"eval_samples_per_second": 68.932,
"eval_steps_per_second": 17.441,
"step": 374
},
{
"epoch": 2.1390374331550803,
"grad_norm": 8.16003131866455,
"learning_rate": 1.1508021390374334e-05,
"loss": 0.7617,
"step": 400
},
{
"epoch": 2.406417112299465,
"grad_norm": 4.7810235023498535,
"learning_rate": 1.0438502673796794e-05,
"loss": 0.5062,
"step": 450
},
{
"epoch": 2.6737967914438503,
"grad_norm": 2.9582180976867676,
"learning_rate": 9.368983957219252e-06,
"loss": 0.3417,
"step": 500
},
{
"epoch": 2.9411764705882355,
"grad_norm": 2.0482232570648193,
"learning_rate": 8.299465240641711e-06,
"loss": 0.2597,
"step": 550
},
{
"epoch": 3.0,
"eval_loss": 0.21000835299491882,
"eval_runtime": 2.1552,
"eval_samples_per_second": 77.023,
"eval_steps_per_second": 19.488,
"step": 561
},
{
"epoch": 3.2085561497326203,
"grad_norm": 1.4092211723327637,
"learning_rate": 7.229946524064172e-06,
"loss": 0.1864,
"step": 600
},
{
"epoch": 3.4759358288770055,
"grad_norm": 0.9414141178131104,
"learning_rate": 6.1604278074866315e-06,
"loss": 0.1345,
"step": 650
},
{
"epoch": 3.7433155080213902,
"grad_norm": 0.7395118474960327,
"learning_rate": 5.090909090909091e-06,
"loss": 0.1344,
"step": 700
},
{
"epoch": 4.0,
"eval_loss": 0.15455076098442078,
"eval_runtime": 2.1122,
"eval_samples_per_second": 78.59,
"eval_steps_per_second": 19.884,
"step": 748
},
{
"epoch": 4.010695187165775,
"grad_norm": 0.6380388736724854,
"learning_rate": 4.021390374331552e-06,
"loss": 0.1239,
"step": 750
},
{
"epoch": 4.278074866310161,
"grad_norm": 0.6696634292602539,
"learning_rate": 2.9518716577540106e-06,
"loss": 0.1042,
"step": 800
},
{
"epoch": 4.545454545454545,
"grad_norm": 0.590194582939148,
"learning_rate": 1.8823529411764707e-06,
"loss": 0.1017,
"step": 850
},
{
"epoch": 4.81283422459893,
"grad_norm": 0.47769060730934143,
"learning_rate": 8.128342245989306e-07,
"loss": 0.1022,
"step": 900
},
{
"epoch": 5.0,
"eval_loss": 0.15090639889240265,
"eval_runtime": 2.1578,
"eval_samples_per_second": 76.931,
"eval_steps_per_second": 19.464,
"step": 935
}
],
"logging_steps": 50,
"max_steps": 935,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"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": 787640939839488.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}