Upload folder using huggingface_hub
Browse files- checkpoint-106/config.json +42 -0
- checkpoint-106/model.safetensors +3 -0
- checkpoint-106/optimizer.pt +3 -0
- checkpoint-106/rng_state.pth +3 -0
- checkpoint-106/scheduler.pt +3 -0
- checkpoint-106/trainer_state.json +66 -0
- checkpoint-106/training_args.bin +3 -0
- checkpoint-159/config.json +42 -0
- checkpoint-159/model.safetensors +3 -0
- checkpoint-159/optimizer.pt +3 -0
- checkpoint-159/rng_state.pth +3 -0
- checkpoint-159/scheduler.pt +3 -0
- checkpoint-159/trainer_state.json +82 -0
- checkpoint-159/training_args.bin +3 -0
- checkpoint-212/config.json +42 -0
- checkpoint-212/model.safetensors +3 -0
- checkpoint-212/optimizer.pt +3 -0
- checkpoint-212/rng_state.pth +3 -0
- checkpoint-212/scheduler.pt +3 -0
- checkpoint-212/trainer_state.json +98 -0
- checkpoint-212/training_args.bin +3 -0
- checkpoint-265/config.json +42 -0
- checkpoint-265/model.safetensors +3 -0
- checkpoint-265/optimizer.pt +3 -0
- checkpoint-265/rng_state.pth +3 -0
- checkpoint-265/scheduler.pt +3 -0
- checkpoint-265/trainer_state.json +114 -0
- checkpoint-265/training_args.bin +3 -0
- checkpoint-53/config.json +42 -0
- checkpoint-53/model.safetensors +3 -0
- checkpoint-53/optimizer.pt +3 -0
- checkpoint-53/rng_state.pth +3 -0
- checkpoint-53/scheduler.pt +3 -0
- checkpoint-53/trainer_state.json +50 -0
- checkpoint-53/training_args.bin +3 -0
- config.json +42 -0
- label_encoder.joblib +3 -0
- model.safetensors +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +56 -0
- vocab.txt +0 -0
checkpoint-106/config.json
ADDED
|
@@ -0,0 +1,42 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"activation": "gelu",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"DistilBertForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_dropout": 0.1,
|
| 7 |
+
"dim": 768,
|
| 8 |
+
"dropout": 0.1,
|
| 9 |
+
"hidden_dim": 3072,
|
| 10 |
+
"id2label": {
|
| 11 |
+
"0": "LABEL_0",
|
| 12 |
+
"1": "LABEL_1",
|
| 13 |
+
"2": "LABEL_2",
|
| 14 |
+
"3": "LABEL_3",
|
| 15 |
+
"4": "LABEL_4",
|
| 16 |
+
"5": "LABEL_5",
|
| 17 |
+
"6": "LABEL_6"
|
| 18 |
+
},
|
| 19 |
+
"initializer_range": 0.02,
|
| 20 |
+
"label2id": {
|
| 21 |
+
"LABEL_0": 0,
|
| 22 |
+
"LABEL_1": 1,
|
| 23 |
+
"LABEL_2": 2,
|
| 24 |
+
"LABEL_3": 3,
|
| 25 |
+
"LABEL_4": 4,
|
| 26 |
+
"LABEL_5": 5,
|
| 27 |
+
"LABEL_6": 6
|
| 28 |
+
},
|
| 29 |
+
"max_position_embeddings": 512,
|
| 30 |
+
"model_type": "distilbert",
|
| 31 |
+
"n_heads": 12,
|
| 32 |
+
"n_layers": 6,
|
| 33 |
+
"pad_token_id": 0,
|
| 34 |
+
"problem_type": "single_label_classification",
|
| 35 |
+
"qa_dropout": 0.1,
|
| 36 |
+
"seq_classif_dropout": 0.2,
|
| 37 |
+
"sinusoidal_pos_embds": false,
|
| 38 |
+
"tie_weights_": true,
|
| 39 |
+
"torch_dtype": "float32",
|
| 40 |
+
"transformers_version": "4.51.3",
|
| 41 |
+
"vocab_size": 30522
|
| 42 |
+
}
|
checkpoint-106/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6080ad8f680c96f69d7615cfc2f17cd3aa3a5d7d86a120fdd73fb3fbe5cd54bc
|
| 3 |
+
size 267847948
|
checkpoint-106/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c2f6ed832b46410fc9808835f0e3b557805210aed2d25d701ec786bce49938fa
|
| 3 |
+
size 535755130
|
checkpoint-106/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:06e55bfc8723f269a626afca0be6f7def5753f3bb265436b94c5580b703cfcc7
|
| 3 |
+
size 13990
|
checkpoint-106/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6d454f75613eedad47305d0f5455c6623b5e20d207f2b824cc564f1776df73e4
|
| 3 |
+
size 1064
|
checkpoint-106/trainer_state.json
ADDED
|
@@ -0,0 +1,66 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_global_step": 106,
|
| 3 |
+
"best_metric": 0.5238095238095238,
|
| 4 |
+
"best_model_checkpoint": "./emotion_classifier/checkpoint-106",
|
| 5 |
+
"epoch": 2.0,
|
| 6 |
+
"eval_steps": 500,
|
| 7 |
+
"global_step": 106,
|
| 8 |
+
"is_hyper_param_search": false,
|
| 9 |
+
"is_local_process_zero": true,
|
| 10 |
+
"is_world_process_zero": true,
|
| 11 |
+
"log_history": [
|
| 12 |
+
{
|
| 13 |
+
"epoch": 0.9433962264150944,
|
| 14 |
+
"grad_norm": 3.0282411575317383,
|
| 15 |
+
"learning_rate": 1.6301886792452833e-05,
|
| 16 |
+
"loss": 1.6377,
|
| 17 |
+
"step": 50
|
| 18 |
+
},
|
| 19 |
+
{
|
| 20 |
+
"epoch": 1.0,
|
| 21 |
+
"eval_accuracy": 0.47619047619047616,
|
| 22 |
+
"eval_loss": 1.4806143045425415,
|
| 23 |
+
"eval_runtime": 2.5602,
|
| 24 |
+
"eval_samples_per_second": 41.012,
|
| 25 |
+
"eval_steps_per_second": 2.734,
|
| 26 |
+
"step": 53
|
| 27 |
+
},
|
| 28 |
+
{
|
| 29 |
+
"epoch": 1.8867924528301887,
|
| 30 |
+
"grad_norm": 5.8678812980651855,
|
| 31 |
+
"learning_rate": 1.2528301886792453e-05,
|
| 32 |
+
"loss": 1.4,
|
| 33 |
+
"step": 100
|
| 34 |
+
},
|
| 35 |
+
{
|
| 36 |
+
"epoch": 2.0,
|
| 37 |
+
"eval_accuracy": 0.5238095238095238,
|
| 38 |
+
"eval_loss": 1.3838814496994019,
|
| 39 |
+
"eval_runtime": 2.3279,
|
| 40 |
+
"eval_samples_per_second": 45.106,
|
| 41 |
+
"eval_steps_per_second": 3.007,
|
| 42 |
+
"step": 106
|
| 43 |
+
}
|
| 44 |
+
],
|
| 45 |
+
"logging_steps": 50,
|
| 46 |
+
"max_steps": 265,
|
| 47 |
+
"num_input_tokens_seen": 0,
|
| 48 |
+
"num_train_epochs": 5,
|
| 49 |
+
"save_steps": 500,
|
| 50 |
+
"stateful_callbacks": {
|
| 51 |
+
"TrainerControl": {
|
| 52 |
+
"args": {
|
| 53 |
+
"should_epoch_stop": false,
|
| 54 |
+
"should_evaluate": false,
|
| 55 |
+
"should_log": false,
|
| 56 |
+
"should_save": true,
|
| 57 |
+
"should_training_stop": false
|
| 58 |
+
},
|
| 59 |
+
"attributes": {}
|
| 60 |
+
}
|
| 61 |
+
},
|
| 62 |
+
"total_flos": 55641268408320.0,
|
| 63 |
+
"train_batch_size": 16,
|
| 64 |
+
"trial_name": null,
|
| 65 |
+
"trial_params": null
|
| 66 |
+
}
|
checkpoint-106/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9176974d5ca9307eaa01d489fefe68df96bb0a20f04f32ce3a207d3158a4f91d
|
| 3 |
+
size 5240
|
checkpoint-159/config.json
ADDED
|
@@ -0,0 +1,42 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"activation": "gelu",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"DistilBertForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_dropout": 0.1,
|
| 7 |
+
"dim": 768,
|
| 8 |
+
"dropout": 0.1,
|
| 9 |
+
"hidden_dim": 3072,
|
| 10 |
+
"id2label": {
|
| 11 |
+
"0": "LABEL_0",
|
| 12 |
+
"1": "LABEL_1",
|
| 13 |
+
"2": "LABEL_2",
|
| 14 |
+
"3": "LABEL_3",
|
| 15 |
+
"4": "LABEL_4",
|
| 16 |
+
"5": "LABEL_5",
|
| 17 |
+
"6": "LABEL_6"
|
| 18 |
+
},
|
| 19 |
+
"initializer_range": 0.02,
|
| 20 |
+
"label2id": {
|
| 21 |
+
"LABEL_0": 0,
|
| 22 |
+
"LABEL_1": 1,
|
| 23 |
+
"LABEL_2": 2,
|
| 24 |
+
"LABEL_3": 3,
|
| 25 |
+
"LABEL_4": 4,
|
| 26 |
+
"LABEL_5": 5,
|
| 27 |
+
"LABEL_6": 6
|
| 28 |
+
},
|
| 29 |
+
"max_position_embeddings": 512,
|
| 30 |
+
"model_type": "distilbert",
|
| 31 |
+
"n_heads": 12,
|
| 32 |
+
"n_layers": 6,
|
| 33 |
+
"pad_token_id": 0,
|
| 34 |
+
"problem_type": "single_label_classification",
|
| 35 |
+
"qa_dropout": 0.1,
|
| 36 |
+
"seq_classif_dropout": 0.2,
|
| 37 |
+
"sinusoidal_pos_embds": false,
|
| 38 |
+
"tie_weights_": true,
|
| 39 |
+
"torch_dtype": "float32",
|
| 40 |
+
"transformers_version": "4.51.3",
|
| 41 |
+
"vocab_size": 30522
|
| 42 |
+
}
|
checkpoint-159/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cf7ac83f56b901c470482732a0102fa47de706dc56618c1d32811db881d4720d
|
| 3 |
+
size 267847948
|
checkpoint-159/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6da379e7c982530b9c15753734b706ae5c65f64e41dd105d64481f302c5d5f24
|
| 3 |
+
size 535755130
|
checkpoint-159/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:32d32051101ec51c2b04c4ee6a6d2c7f40562e56836cbb02d6e6e3126490484d
|
| 3 |
+
size 13990
|
checkpoint-159/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f6f1da9e78fb7143f96c608378211ebe49e8b42e09cc551a079d15d8d54a1a44
|
| 3 |
+
size 1064
|
checkpoint-159/trainer_state.json
ADDED
|
@@ -0,0 +1,82 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_global_step": 106,
|
| 3 |
+
"best_metric": 0.5238095238095238,
|
| 4 |
+
"best_model_checkpoint": "./emotion_classifier/checkpoint-106",
|
| 5 |
+
"epoch": 3.0,
|
| 6 |
+
"eval_steps": 500,
|
| 7 |
+
"global_step": 159,
|
| 8 |
+
"is_hyper_param_search": false,
|
| 9 |
+
"is_local_process_zero": true,
|
| 10 |
+
"is_world_process_zero": true,
|
| 11 |
+
"log_history": [
|
| 12 |
+
{
|
| 13 |
+
"epoch": 0.9433962264150944,
|
| 14 |
+
"grad_norm": 3.0282411575317383,
|
| 15 |
+
"learning_rate": 1.6301886792452833e-05,
|
| 16 |
+
"loss": 1.6377,
|
| 17 |
+
"step": 50
|
| 18 |
+
},
|
| 19 |
+
{
|
| 20 |
+
"epoch": 1.0,
|
| 21 |
+
"eval_accuracy": 0.47619047619047616,
|
| 22 |
+
"eval_loss": 1.4806143045425415,
|
| 23 |
+
"eval_runtime": 2.5602,
|
| 24 |
+
"eval_samples_per_second": 41.012,
|
| 25 |
+
"eval_steps_per_second": 2.734,
|
| 26 |
+
"step": 53
|
| 27 |
+
},
|
| 28 |
+
{
|
| 29 |
+
"epoch": 1.8867924528301887,
|
| 30 |
+
"grad_norm": 5.8678812980651855,
|
| 31 |
+
"learning_rate": 1.2528301886792453e-05,
|
| 32 |
+
"loss": 1.4,
|
| 33 |
+
"step": 100
|
| 34 |
+
},
|
| 35 |
+
{
|
| 36 |
+
"epoch": 2.0,
|
| 37 |
+
"eval_accuracy": 0.5238095238095238,
|
| 38 |
+
"eval_loss": 1.3838814496994019,
|
| 39 |
+
"eval_runtime": 2.3279,
|
| 40 |
+
"eval_samples_per_second": 45.106,
|
| 41 |
+
"eval_steps_per_second": 3.007,
|
| 42 |
+
"step": 106
|
| 43 |
+
},
|
| 44 |
+
{
|
| 45 |
+
"epoch": 2.830188679245283,
|
| 46 |
+
"grad_norm": 4.850906848907471,
|
| 47 |
+
"learning_rate": 8.754716981132076e-06,
|
| 48 |
+
"loss": 1.2805,
|
| 49 |
+
"step": 150
|
| 50 |
+
},
|
| 51 |
+
{
|
| 52 |
+
"epoch": 3.0,
|
| 53 |
+
"eval_accuracy": 0.5238095238095238,
|
| 54 |
+
"eval_loss": 1.3527458906173706,
|
| 55 |
+
"eval_runtime": 2.4197,
|
| 56 |
+
"eval_samples_per_second": 43.394,
|
| 57 |
+
"eval_steps_per_second": 2.893,
|
| 58 |
+
"step": 159
|
| 59 |
+
}
|
| 60 |
+
],
|
| 61 |
+
"logging_steps": 50,
|
| 62 |
+
"max_steps": 265,
|
| 63 |
+
"num_input_tokens_seen": 0,
|
| 64 |
+
"num_train_epochs": 5,
|
| 65 |
+
"save_steps": 500,
|
| 66 |
+
"stateful_callbacks": {
|
| 67 |
+
"TrainerControl": {
|
| 68 |
+
"args": {
|
| 69 |
+
"should_epoch_stop": false,
|
| 70 |
+
"should_evaluate": false,
|
| 71 |
+
"should_log": false,
|
| 72 |
+
"should_save": true,
|
| 73 |
+
"should_training_stop": false
|
| 74 |
+
},
|
| 75 |
+
"attributes": {}
|
| 76 |
+
}
|
| 77 |
+
},
|
| 78 |
+
"total_flos": 83461902612480.0,
|
| 79 |
+
"train_batch_size": 16,
|
| 80 |
+
"trial_name": null,
|
| 81 |
+
"trial_params": null
|
| 82 |
+
}
|
checkpoint-159/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9176974d5ca9307eaa01d489fefe68df96bb0a20f04f32ce3a207d3158a4f91d
|
| 3 |
+
size 5240
|
checkpoint-212/config.json
ADDED
|
@@ -0,0 +1,42 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"activation": "gelu",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"DistilBertForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_dropout": 0.1,
|
| 7 |
+
"dim": 768,
|
| 8 |
+
"dropout": 0.1,
|
| 9 |
+
"hidden_dim": 3072,
|
| 10 |
+
"id2label": {
|
| 11 |
+
"0": "LABEL_0",
|
| 12 |
+
"1": "LABEL_1",
|
| 13 |
+
"2": "LABEL_2",
|
| 14 |
+
"3": "LABEL_3",
|
| 15 |
+
"4": "LABEL_4",
|
| 16 |
+
"5": "LABEL_5",
|
| 17 |
+
"6": "LABEL_6"
|
| 18 |
+
},
|
| 19 |
+
"initializer_range": 0.02,
|
| 20 |
+
"label2id": {
|
| 21 |
+
"LABEL_0": 0,
|
| 22 |
+
"LABEL_1": 1,
|
| 23 |
+
"LABEL_2": 2,
|
| 24 |
+
"LABEL_3": 3,
|
| 25 |
+
"LABEL_4": 4,
|
| 26 |
+
"LABEL_5": 5,
|
| 27 |
+
"LABEL_6": 6
|
| 28 |
+
},
|
| 29 |
+
"max_position_embeddings": 512,
|
| 30 |
+
"model_type": "distilbert",
|
| 31 |
+
"n_heads": 12,
|
| 32 |
+
"n_layers": 6,
|
| 33 |
+
"pad_token_id": 0,
|
| 34 |
+
"problem_type": "single_label_classification",
|
| 35 |
+
"qa_dropout": 0.1,
|
| 36 |
+
"seq_classif_dropout": 0.2,
|
| 37 |
+
"sinusoidal_pos_embds": false,
|
| 38 |
+
"tie_weights_": true,
|
| 39 |
+
"torch_dtype": "float32",
|
| 40 |
+
"transformers_version": "4.51.3",
|
| 41 |
+
"vocab_size": 30522
|
| 42 |
+
}
|
checkpoint-212/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:05db532e969998d68aab84e8793f077254f48699ddef1b716bee5218b010da1d
|
| 3 |
+
size 267847948
|
checkpoint-212/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:86242dbcb65e37020fbbb309a71609d3bbb2b5c335006214af46fec7212439ec
|
| 3 |
+
size 535755130
|
checkpoint-212/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2fed77b14fe062f6db72d68cedd6fd95bae3305b7a735eef3c85da43fd15d476
|
| 3 |
+
size 13990
|
checkpoint-212/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4975515fea706f12828b41b6a19e58079c2d505f4d25932c978e5edb1c949651
|
| 3 |
+
size 1064
|
checkpoint-212/trainer_state.json
ADDED
|
@@ -0,0 +1,98 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_global_step": 212,
|
| 3 |
+
"best_metric": 0.5619047619047619,
|
| 4 |
+
"best_model_checkpoint": "./emotion_classifier/checkpoint-212",
|
| 5 |
+
"epoch": 4.0,
|
| 6 |
+
"eval_steps": 500,
|
| 7 |
+
"global_step": 212,
|
| 8 |
+
"is_hyper_param_search": false,
|
| 9 |
+
"is_local_process_zero": true,
|
| 10 |
+
"is_world_process_zero": true,
|
| 11 |
+
"log_history": [
|
| 12 |
+
{
|
| 13 |
+
"epoch": 0.9433962264150944,
|
| 14 |
+
"grad_norm": 3.0282411575317383,
|
| 15 |
+
"learning_rate": 1.6301886792452833e-05,
|
| 16 |
+
"loss": 1.6377,
|
| 17 |
+
"step": 50
|
| 18 |
+
},
|
| 19 |
+
{
|
| 20 |
+
"epoch": 1.0,
|
| 21 |
+
"eval_accuracy": 0.47619047619047616,
|
| 22 |
+
"eval_loss": 1.4806143045425415,
|
| 23 |
+
"eval_runtime": 2.5602,
|
| 24 |
+
"eval_samples_per_second": 41.012,
|
| 25 |
+
"eval_steps_per_second": 2.734,
|
| 26 |
+
"step": 53
|
| 27 |
+
},
|
| 28 |
+
{
|
| 29 |
+
"epoch": 1.8867924528301887,
|
| 30 |
+
"grad_norm": 5.8678812980651855,
|
| 31 |
+
"learning_rate": 1.2528301886792453e-05,
|
| 32 |
+
"loss": 1.4,
|
| 33 |
+
"step": 100
|
| 34 |
+
},
|
| 35 |
+
{
|
| 36 |
+
"epoch": 2.0,
|
| 37 |
+
"eval_accuracy": 0.5238095238095238,
|
| 38 |
+
"eval_loss": 1.3838814496994019,
|
| 39 |
+
"eval_runtime": 2.3279,
|
| 40 |
+
"eval_samples_per_second": 45.106,
|
| 41 |
+
"eval_steps_per_second": 3.007,
|
| 42 |
+
"step": 106
|
| 43 |
+
},
|
| 44 |
+
{
|
| 45 |
+
"epoch": 2.830188679245283,
|
| 46 |
+
"grad_norm": 4.850906848907471,
|
| 47 |
+
"learning_rate": 8.754716981132076e-06,
|
| 48 |
+
"loss": 1.2805,
|
| 49 |
+
"step": 150
|
| 50 |
+
},
|
| 51 |
+
{
|
| 52 |
+
"epoch": 3.0,
|
| 53 |
+
"eval_accuracy": 0.5238095238095238,
|
| 54 |
+
"eval_loss": 1.3527458906173706,
|
| 55 |
+
"eval_runtime": 2.4197,
|
| 56 |
+
"eval_samples_per_second": 43.394,
|
| 57 |
+
"eval_steps_per_second": 2.893,
|
| 58 |
+
"step": 159
|
| 59 |
+
},
|
| 60 |
+
{
|
| 61 |
+
"epoch": 3.7735849056603774,
|
| 62 |
+
"grad_norm": 5.995235919952393,
|
| 63 |
+
"learning_rate": 4.981132075471698e-06,
|
| 64 |
+
"loss": 1.1901,
|
| 65 |
+
"step": 200
|
| 66 |
+
},
|
| 67 |
+
{
|
| 68 |
+
"epoch": 4.0,
|
| 69 |
+
"eval_accuracy": 0.5619047619047619,
|
| 70 |
+
"eval_loss": 1.3129359483718872,
|
| 71 |
+
"eval_runtime": 2.3883,
|
| 72 |
+
"eval_samples_per_second": 43.964,
|
| 73 |
+
"eval_steps_per_second": 2.931,
|
| 74 |
+
"step": 212
|
| 75 |
+
}
|
| 76 |
+
],
|
| 77 |
+
"logging_steps": 50,
|
| 78 |
+
"max_steps": 265,
|
| 79 |
+
"num_input_tokens_seen": 0,
|
| 80 |
+
"num_train_epochs": 5,
|
| 81 |
+
"save_steps": 500,
|
| 82 |
+
"stateful_callbacks": {
|
| 83 |
+
"TrainerControl": {
|
| 84 |
+
"args": {
|
| 85 |
+
"should_epoch_stop": false,
|
| 86 |
+
"should_evaluate": false,
|
| 87 |
+
"should_log": false,
|
| 88 |
+
"should_save": true,
|
| 89 |
+
"should_training_stop": false
|
| 90 |
+
},
|
| 91 |
+
"attributes": {}
|
| 92 |
+
}
|
| 93 |
+
},
|
| 94 |
+
"total_flos": 111282536816640.0,
|
| 95 |
+
"train_batch_size": 16,
|
| 96 |
+
"trial_name": null,
|
| 97 |
+
"trial_params": null
|
| 98 |
+
}
|
checkpoint-212/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9176974d5ca9307eaa01d489fefe68df96bb0a20f04f32ce3a207d3158a4f91d
|
| 3 |
+
size 5240
|
checkpoint-265/config.json
ADDED
|
@@ -0,0 +1,42 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"activation": "gelu",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"DistilBertForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_dropout": 0.1,
|
| 7 |
+
"dim": 768,
|
| 8 |
+
"dropout": 0.1,
|
| 9 |
+
"hidden_dim": 3072,
|
| 10 |
+
"id2label": {
|
| 11 |
+
"0": "LABEL_0",
|
| 12 |
+
"1": "LABEL_1",
|
| 13 |
+
"2": "LABEL_2",
|
| 14 |
+
"3": "LABEL_3",
|
| 15 |
+
"4": "LABEL_4",
|
| 16 |
+
"5": "LABEL_5",
|
| 17 |
+
"6": "LABEL_6"
|
| 18 |
+
},
|
| 19 |
+
"initializer_range": 0.02,
|
| 20 |
+
"label2id": {
|
| 21 |
+
"LABEL_0": 0,
|
| 22 |
+
"LABEL_1": 1,
|
| 23 |
+
"LABEL_2": 2,
|
| 24 |
+
"LABEL_3": 3,
|
| 25 |
+
"LABEL_4": 4,
|
| 26 |
+
"LABEL_5": 5,
|
| 27 |
+
"LABEL_6": 6
|
| 28 |
+
},
|
| 29 |
+
"max_position_embeddings": 512,
|
| 30 |
+
"model_type": "distilbert",
|
| 31 |
+
"n_heads": 12,
|
| 32 |
+
"n_layers": 6,
|
| 33 |
+
"pad_token_id": 0,
|
| 34 |
+
"problem_type": "single_label_classification",
|
| 35 |
+
"qa_dropout": 0.1,
|
| 36 |
+
"seq_classif_dropout": 0.2,
|
| 37 |
+
"sinusoidal_pos_embds": false,
|
| 38 |
+
"tie_weights_": true,
|
| 39 |
+
"torch_dtype": "float32",
|
| 40 |
+
"transformers_version": "4.51.3",
|
| 41 |
+
"vocab_size": 30522
|
| 42 |
+
}
|
checkpoint-265/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:91e89b6ec3ca68b80d5a63dd889e7abac68c35ff11edc084857cb6acd90e9fad
|
| 3 |
+
size 267847948
|
checkpoint-265/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:672a5278e81c001a17230b84b8783e3f00d4d1bbda5d9c6ec4ef8c3768c7754c
|
| 3 |
+
size 535755130
|
checkpoint-265/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:013d13e4b269a8648da58d2f40bf48e004388ea0631771b8c8e588ab75375092
|
| 3 |
+
size 13990
|
checkpoint-265/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2e4c4cef33a319fecd6991107d5735165ecc2806d559e7a9020ceb0f2dfce8ad
|
| 3 |
+
size 1064
|
checkpoint-265/trainer_state.json
ADDED
|
@@ -0,0 +1,114 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_global_step": 212,
|
| 3 |
+
"best_metric": 0.5619047619047619,
|
| 4 |
+
"best_model_checkpoint": "./emotion_classifier/checkpoint-212",
|
| 5 |
+
"epoch": 5.0,
|
| 6 |
+
"eval_steps": 500,
|
| 7 |
+
"global_step": 265,
|
| 8 |
+
"is_hyper_param_search": false,
|
| 9 |
+
"is_local_process_zero": true,
|
| 10 |
+
"is_world_process_zero": true,
|
| 11 |
+
"log_history": [
|
| 12 |
+
{
|
| 13 |
+
"epoch": 0.9433962264150944,
|
| 14 |
+
"grad_norm": 3.0282411575317383,
|
| 15 |
+
"learning_rate": 1.6301886792452833e-05,
|
| 16 |
+
"loss": 1.6377,
|
| 17 |
+
"step": 50
|
| 18 |
+
},
|
| 19 |
+
{
|
| 20 |
+
"epoch": 1.0,
|
| 21 |
+
"eval_accuracy": 0.47619047619047616,
|
| 22 |
+
"eval_loss": 1.4806143045425415,
|
| 23 |
+
"eval_runtime": 2.5602,
|
| 24 |
+
"eval_samples_per_second": 41.012,
|
| 25 |
+
"eval_steps_per_second": 2.734,
|
| 26 |
+
"step": 53
|
| 27 |
+
},
|
| 28 |
+
{
|
| 29 |
+
"epoch": 1.8867924528301887,
|
| 30 |
+
"grad_norm": 5.8678812980651855,
|
| 31 |
+
"learning_rate": 1.2528301886792453e-05,
|
| 32 |
+
"loss": 1.4,
|
| 33 |
+
"step": 100
|
| 34 |
+
},
|
| 35 |
+
{
|
| 36 |
+
"epoch": 2.0,
|
| 37 |
+
"eval_accuracy": 0.5238095238095238,
|
| 38 |
+
"eval_loss": 1.3838814496994019,
|
| 39 |
+
"eval_runtime": 2.3279,
|
| 40 |
+
"eval_samples_per_second": 45.106,
|
| 41 |
+
"eval_steps_per_second": 3.007,
|
| 42 |
+
"step": 106
|
| 43 |
+
},
|
| 44 |
+
{
|
| 45 |
+
"epoch": 2.830188679245283,
|
| 46 |
+
"grad_norm": 4.850906848907471,
|
| 47 |
+
"learning_rate": 8.754716981132076e-06,
|
| 48 |
+
"loss": 1.2805,
|
| 49 |
+
"step": 150
|
| 50 |
+
},
|
| 51 |
+
{
|
| 52 |
+
"epoch": 3.0,
|
| 53 |
+
"eval_accuracy": 0.5238095238095238,
|
| 54 |
+
"eval_loss": 1.3527458906173706,
|
| 55 |
+
"eval_runtime": 2.4197,
|
| 56 |
+
"eval_samples_per_second": 43.394,
|
| 57 |
+
"eval_steps_per_second": 2.893,
|
| 58 |
+
"step": 159
|
| 59 |
+
},
|
| 60 |
+
{
|
| 61 |
+
"epoch": 3.7735849056603774,
|
| 62 |
+
"grad_norm": 5.995235919952393,
|
| 63 |
+
"learning_rate": 4.981132075471698e-06,
|
| 64 |
+
"loss": 1.1901,
|
| 65 |
+
"step": 200
|
| 66 |
+
},
|
| 67 |
+
{
|
| 68 |
+
"epoch": 4.0,
|
| 69 |
+
"eval_accuracy": 0.5619047619047619,
|
| 70 |
+
"eval_loss": 1.3129359483718872,
|
| 71 |
+
"eval_runtime": 2.3883,
|
| 72 |
+
"eval_samples_per_second": 43.964,
|
| 73 |
+
"eval_steps_per_second": 2.931,
|
| 74 |
+
"step": 212
|
| 75 |
+
},
|
| 76 |
+
{
|
| 77 |
+
"epoch": 4.716981132075472,
|
| 78 |
+
"grad_norm": 5.1387858390808105,
|
| 79 |
+
"learning_rate": 1.207547169811321e-06,
|
| 80 |
+
"loss": 1.1054,
|
| 81 |
+
"step": 250
|
| 82 |
+
},
|
| 83 |
+
{
|
| 84 |
+
"epoch": 5.0,
|
| 85 |
+
"eval_accuracy": 0.5619047619047619,
|
| 86 |
+
"eval_loss": 1.3082963228225708,
|
| 87 |
+
"eval_runtime": 2.8874,
|
| 88 |
+
"eval_samples_per_second": 36.365,
|
| 89 |
+
"eval_steps_per_second": 2.424,
|
| 90 |
+
"step": 265
|
| 91 |
+
}
|
| 92 |
+
],
|
| 93 |
+
"logging_steps": 50,
|
| 94 |
+
"max_steps": 265,
|
| 95 |
+
"num_input_tokens_seen": 0,
|
| 96 |
+
"num_train_epochs": 5,
|
| 97 |
+
"save_steps": 500,
|
| 98 |
+
"stateful_callbacks": {
|
| 99 |
+
"TrainerControl": {
|
| 100 |
+
"args": {
|
| 101 |
+
"should_epoch_stop": false,
|
| 102 |
+
"should_evaluate": false,
|
| 103 |
+
"should_log": false,
|
| 104 |
+
"should_save": true,
|
| 105 |
+
"should_training_stop": true
|
| 106 |
+
},
|
| 107 |
+
"attributes": {}
|
| 108 |
+
}
|
| 109 |
+
},
|
| 110 |
+
"total_flos": 139103171020800.0,
|
| 111 |
+
"train_batch_size": 16,
|
| 112 |
+
"trial_name": null,
|
| 113 |
+
"trial_params": null
|
| 114 |
+
}
|
checkpoint-265/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9176974d5ca9307eaa01d489fefe68df96bb0a20f04f32ce3a207d3158a4f91d
|
| 3 |
+
size 5240
|
checkpoint-53/config.json
ADDED
|
@@ -0,0 +1,42 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"activation": "gelu",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"DistilBertForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_dropout": 0.1,
|
| 7 |
+
"dim": 768,
|
| 8 |
+
"dropout": 0.1,
|
| 9 |
+
"hidden_dim": 3072,
|
| 10 |
+
"id2label": {
|
| 11 |
+
"0": "LABEL_0",
|
| 12 |
+
"1": "LABEL_1",
|
| 13 |
+
"2": "LABEL_2",
|
| 14 |
+
"3": "LABEL_3",
|
| 15 |
+
"4": "LABEL_4",
|
| 16 |
+
"5": "LABEL_5",
|
| 17 |
+
"6": "LABEL_6"
|
| 18 |
+
},
|
| 19 |
+
"initializer_range": 0.02,
|
| 20 |
+
"label2id": {
|
| 21 |
+
"LABEL_0": 0,
|
| 22 |
+
"LABEL_1": 1,
|
| 23 |
+
"LABEL_2": 2,
|
| 24 |
+
"LABEL_3": 3,
|
| 25 |
+
"LABEL_4": 4,
|
| 26 |
+
"LABEL_5": 5,
|
| 27 |
+
"LABEL_6": 6
|
| 28 |
+
},
|
| 29 |
+
"max_position_embeddings": 512,
|
| 30 |
+
"model_type": "distilbert",
|
| 31 |
+
"n_heads": 12,
|
| 32 |
+
"n_layers": 6,
|
| 33 |
+
"pad_token_id": 0,
|
| 34 |
+
"problem_type": "single_label_classification",
|
| 35 |
+
"qa_dropout": 0.1,
|
| 36 |
+
"seq_classif_dropout": 0.2,
|
| 37 |
+
"sinusoidal_pos_embds": false,
|
| 38 |
+
"tie_weights_": true,
|
| 39 |
+
"torch_dtype": "float32",
|
| 40 |
+
"transformers_version": "4.51.3",
|
| 41 |
+
"vocab_size": 30522
|
| 42 |
+
}
|
checkpoint-53/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0592d0c1503f64aec1f8fdf55535d5502ee1897a730a515560a943cb1043447d
|
| 3 |
+
size 267847948
|
checkpoint-53/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3c2a8bfe652da492f8a075be57243a9e4d4308b34c37484ae24a09ca6a092775
|
| 3 |
+
size 535755130
|
checkpoint-53/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8b182573f61d8bcf5eaefcbf8f98d8734b6db51b44ad36aed3a305c431539fa1
|
| 3 |
+
size 13990
|
checkpoint-53/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6b5f63d83bd91fc8f839183eaded51a51404df88223c86067e72107f7fcf1d3f
|
| 3 |
+
size 1064
|
checkpoint-53/trainer_state.json
ADDED
|
@@ -0,0 +1,50 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_global_step": 53,
|
| 3 |
+
"best_metric": 0.47619047619047616,
|
| 4 |
+
"best_model_checkpoint": "./emotion_classifier/checkpoint-53",
|
| 5 |
+
"epoch": 1.0,
|
| 6 |
+
"eval_steps": 500,
|
| 7 |
+
"global_step": 53,
|
| 8 |
+
"is_hyper_param_search": false,
|
| 9 |
+
"is_local_process_zero": true,
|
| 10 |
+
"is_world_process_zero": true,
|
| 11 |
+
"log_history": [
|
| 12 |
+
{
|
| 13 |
+
"epoch": 0.9433962264150944,
|
| 14 |
+
"grad_norm": 3.0282411575317383,
|
| 15 |
+
"learning_rate": 1.6301886792452833e-05,
|
| 16 |
+
"loss": 1.6377,
|
| 17 |
+
"step": 50
|
| 18 |
+
},
|
| 19 |
+
{
|
| 20 |
+
"epoch": 1.0,
|
| 21 |
+
"eval_accuracy": 0.47619047619047616,
|
| 22 |
+
"eval_loss": 1.4806143045425415,
|
| 23 |
+
"eval_runtime": 2.5602,
|
| 24 |
+
"eval_samples_per_second": 41.012,
|
| 25 |
+
"eval_steps_per_second": 2.734,
|
| 26 |
+
"step": 53
|
| 27 |
+
}
|
| 28 |
+
],
|
| 29 |
+
"logging_steps": 50,
|
| 30 |
+
"max_steps": 265,
|
| 31 |
+
"num_input_tokens_seen": 0,
|
| 32 |
+
"num_train_epochs": 5,
|
| 33 |
+
"save_steps": 500,
|
| 34 |
+
"stateful_callbacks": {
|
| 35 |
+
"TrainerControl": {
|
| 36 |
+
"args": {
|
| 37 |
+
"should_epoch_stop": false,
|
| 38 |
+
"should_evaluate": false,
|
| 39 |
+
"should_log": false,
|
| 40 |
+
"should_save": true,
|
| 41 |
+
"should_training_stop": false
|
| 42 |
+
},
|
| 43 |
+
"attributes": {}
|
| 44 |
+
}
|
| 45 |
+
},
|
| 46 |
+
"total_flos": 27820634204160.0,
|
| 47 |
+
"train_batch_size": 16,
|
| 48 |
+
"trial_name": null,
|
| 49 |
+
"trial_params": null
|
| 50 |
+
}
|
checkpoint-53/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9176974d5ca9307eaa01d489fefe68df96bb0a20f04f32ce3a207d3158a4f91d
|
| 3 |
+
size 5240
|
config.json
ADDED
|
@@ -0,0 +1,42 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"activation": "gelu",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"DistilBertForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_dropout": 0.1,
|
| 7 |
+
"dim": 768,
|
| 8 |
+
"dropout": 0.1,
|
| 9 |
+
"hidden_dim": 3072,
|
| 10 |
+
"id2label": {
|
| 11 |
+
"0": "LABEL_0",
|
| 12 |
+
"1": "LABEL_1",
|
| 13 |
+
"2": "LABEL_2",
|
| 14 |
+
"3": "LABEL_3",
|
| 15 |
+
"4": "LABEL_4",
|
| 16 |
+
"5": "LABEL_5",
|
| 17 |
+
"6": "LABEL_6"
|
| 18 |
+
},
|
| 19 |
+
"initializer_range": 0.02,
|
| 20 |
+
"label2id": {
|
| 21 |
+
"LABEL_0": 0,
|
| 22 |
+
"LABEL_1": 1,
|
| 23 |
+
"LABEL_2": 2,
|
| 24 |
+
"LABEL_3": 3,
|
| 25 |
+
"LABEL_4": 4,
|
| 26 |
+
"LABEL_5": 5,
|
| 27 |
+
"LABEL_6": 6
|
| 28 |
+
},
|
| 29 |
+
"max_position_embeddings": 512,
|
| 30 |
+
"model_type": "distilbert",
|
| 31 |
+
"n_heads": 12,
|
| 32 |
+
"n_layers": 6,
|
| 33 |
+
"pad_token_id": 0,
|
| 34 |
+
"problem_type": "single_label_classification",
|
| 35 |
+
"qa_dropout": 0.1,
|
| 36 |
+
"seq_classif_dropout": 0.2,
|
| 37 |
+
"sinusoidal_pos_embds": false,
|
| 38 |
+
"tie_weights_": true,
|
| 39 |
+
"torch_dtype": "float32",
|
| 40 |
+
"transformers_version": "4.51.3",
|
| 41 |
+
"vocab_size": 30522
|
| 42 |
+
}
|
label_encoder.joblib
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:fec0df84b82ac7d39a7922b4afdde8eac836d198673eb110dcf5ff29b6e6cb24
|
| 3 |
+
size 608
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:05db532e969998d68aab84e8793f077254f48699ddef1b716bee5218b010da1d
|
| 3 |
+
size 267847948
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"cls_token": "[CLS]",
|
| 3 |
+
"mask_token": "[MASK]",
|
| 4 |
+
"pad_token": "[PAD]",
|
| 5 |
+
"sep_token": "[SEP]",
|
| 6 |
+
"unk_token": "[UNK]"
|
| 7 |
+
}
|
tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "[PAD]",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"100": {
|
| 12 |
+
"content": "[UNK]",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"101": {
|
| 20 |
+
"content": "[CLS]",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"102": {
|
| 28 |
+
"content": "[SEP]",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"103": {
|
| 36 |
+
"content": "[MASK]",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": false,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
}
|
| 43 |
+
},
|
| 44 |
+
"clean_up_tokenization_spaces": false,
|
| 45 |
+
"cls_token": "[CLS]",
|
| 46 |
+
"do_lower_case": true,
|
| 47 |
+
"extra_special_tokens": {},
|
| 48 |
+
"mask_token": "[MASK]",
|
| 49 |
+
"model_max_length": 512,
|
| 50 |
+
"pad_token": "[PAD]",
|
| 51 |
+
"sep_token": "[SEP]",
|
| 52 |
+
"strip_accents": null,
|
| 53 |
+
"tokenize_chinese_chars": true,
|
| 54 |
+
"tokenizer_class": "DistilBertTokenizer",
|
| 55 |
+
"unk_token": "[UNK]"
|
| 56 |
+
}
|
vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|