Upload 7 files
Browse files- config.json +42 -0
- optimizer.pt +3 -0
- pytorch_model.bin +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- trainer_state.json +96 -0
- training_args.bin +3 -0
config.json
ADDED
|
@@ -0,0 +1,42 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "m-polignano-uniba/bert_uncased_L-12_H-768_A-12_italian_alb3rt0",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"BertForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.1,
|
| 7 |
+
"classifier_dropout": null,
|
| 8 |
+
"directionality": "bidi",
|
| 9 |
+
"hidden_act": "gelu",
|
| 10 |
+
"hidden_dropout_prob": 0.1,
|
| 11 |
+
"hidden_size": 768,
|
| 12 |
+
"id2label": {
|
| 13 |
+
"0": "opos",
|
| 14 |
+
"1": "oneg",
|
| 15 |
+
"2": "neutral"
|
| 16 |
+
},
|
| 17 |
+
"initializer_range": 0.02,
|
| 18 |
+
"intermediate_size": 3072,
|
| 19 |
+
"label2id": {
|
| 20 |
+
"neutral": 2,
|
| 21 |
+
"oneg": 1,
|
| 22 |
+
"opos": 0
|
| 23 |
+
},
|
| 24 |
+
"layer_norm_eps": 1e-12,
|
| 25 |
+
"max_position_embeddings": 512,
|
| 26 |
+
"model_type": "bert",
|
| 27 |
+
"num_attention_heads": 12,
|
| 28 |
+
"num_hidden_layers": 12,
|
| 29 |
+
"pad_token_id": 0,
|
| 30 |
+
"pooler_fc_size": 768,
|
| 31 |
+
"pooler_num_attention_heads": 12,
|
| 32 |
+
"pooler_num_fc_layers": 3,
|
| 33 |
+
"pooler_size_per_head": 128,
|
| 34 |
+
"pooler_type": "first_token_transform",
|
| 35 |
+
"position_embedding_type": "absolute",
|
| 36 |
+
"problem_type": "multi_label_classification",
|
| 37 |
+
"torch_dtype": "float32",
|
| 38 |
+
"transformers_version": "4.41.1",
|
| 39 |
+
"type_vocab_size": 2,
|
| 40 |
+
"use_cache": true,
|
| 41 |
+
"vocab_size": 128000
|
| 42 |
+
}
|
optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b6d879f0b6908423a11beb32d2047d0d082583118245ccd87e83de309a47bb2e
|
| 3 |
+
size 1474949370
|
pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2143fe3b7e1951f0c04f804f467f28c71e22475e8fd01f64a1030ac34719d696
|
| 3 |
+
size 737459438
|
rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6c3682429541cdfcd0fb02189c7dfaf1302c413c5cea42ffd84b55726ff4fcc9
|
| 3 |
+
size 14244
|
scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:294a2cbc9f8d1f1da5a37e31d9fe1a8765e61888c57d0937b3de64f71d5bbbc2
|
| 3 |
+
size 1064
|
trainer_state.json
ADDED
|
@@ -0,0 +1,96 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.28317779302597046,
|
| 3 |
+
"best_model_checkpoint": "./model_sentiment/checkpoint-1300",
|
| 4 |
+
"epoch": 3.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 1950,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 1.0,
|
| 13 |
+
"grad_norm": 7.652286529541016,
|
| 14 |
+
"learning_rate": 1.866666666666667e-05,
|
| 15 |
+
"loss": 0.4381,
|
| 16 |
+
"step": 650
|
| 17 |
+
},
|
| 18 |
+
{
|
| 19 |
+
"epoch": 1.0,
|
| 20 |
+
"eval_accuracy": 0.7561327561327561,
|
| 21 |
+
"eval_f1": 0.8001123753336142,
|
| 22 |
+
"eval_f1_macro": 0.7961336354425609,
|
| 23 |
+
"eval_loss": 0.3537029027938843,
|
| 24 |
+
"eval_runtime": 6.6113,
|
| 25 |
+
"eval_samples_per_second": 524.102,
|
| 26 |
+
"eval_steps_per_second": 32.823,
|
| 27 |
+
"step": 650
|
| 28 |
+
},
|
| 29 |
+
{
|
| 30 |
+
"epoch": 2.0,
|
| 31 |
+
"grad_norm": 13.353829383850098,
|
| 32 |
+
"learning_rate": 1.7333333333333336e-05,
|
| 33 |
+
"loss": 0.2336,
|
| 34 |
+
"step": 1300
|
| 35 |
+
},
|
| 36 |
+
{
|
| 37 |
+
"epoch": 2.0,
|
| 38 |
+
"eval_accuracy": 0.8207792207792208,
|
| 39 |
+
"eval_f1": 0.8560773480662983,
|
| 40 |
+
"eval_f1_macro": 0.853074547088536,
|
| 41 |
+
"eval_loss": 0.28317779302597046,
|
| 42 |
+
"eval_runtime": 6.6046,
|
| 43 |
+
"eval_samples_per_second": 524.635,
|
| 44 |
+
"eval_steps_per_second": 32.856,
|
| 45 |
+
"step": 1300
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"epoch": 3.0,
|
| 49 |
+
"grad_norm": 29.17078971862793,
|
| 50 |
+
"learning_rate": 1.6000000000000003e-05,
|
| 51 |
+
"loss": 0.1322,
|
| 52 |
+
"step": 1950
|
| 53 |
+
},
|
| 54 |
+
{
|
| 55 |
+
"epoch": 3.0,
|
| 56 |
+
"eval_accuracy": 0.8421356421356422,
|
| 57 |
+
"eval_f1": 0.8724869182043515,
|
| 58 |
+
"eval_f1_macro": 0.8692950229330473,
|
| 59 |
+
"eval_loss": 0.2874596118927002,
|
| 60 |
+
"eval_runtime": 6.5966,
|
| 61 |
+
"eval_samples_per_second": 525.269,
|
| 62 |
+
"eval_steps_per_second": 32.896,
|
| 63 |
+
"step": 1950
|
| 64 |
+
}
|
| 65 |
+
],
|
| 66 |
+
"logging_steps": 500,
|
| 67 |
+
"max_steps": 9750,
|
| 68 |
+
"num_input_tokens_seen": 0,
|
| 69 |
+
"num_train_epochs": 15,
|
| 70 |
+
"save_steps": 500,
|
| 71 |
+
"stateful_callbacks": {
|
| 72 |
+
"EarlyStoppingCallback": {
|
| 73 |
+
"args": {
|
| 74 |
+
"early_stopping_patience": 3,
|
| 75 |
+
"early_stopping_threshold": 0.0
|
| 76 |
+
},
|
| 77 |
+
"attributes": {
|
| 78 |
+
"early_stopping_patience_counter": 0
|
| 79 |
+
}
|
| 80 |
+
},
|
| 81 |
+
"TrainerControl": {
|
| 82 |
+
"args": {
|
| 83 |
+
"should_epoch_stop": false,
|
| 84 |
+
"should_evaluate": false,
|
| 85 |
+
"should_log": false,
|
| 86 |
+
"should_save": true,
|
| 87 |
+
"should_training_stop": false
|
| 88 |
+
},
|
| 89 |
+
"attributes": {}
|
| 90 |
+
}
|
| 91 |
+
},
|
| 92 |
+
"total_flos": 2050903312835328.0,
|
| 93 |
+
"train_batch_size": 16,
|
| 94 |
+
"trial_name": null,
|
| 95 |
+
"trial_params": null
|
| 96 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:285ea59fa8936381ad7ee4ca536a1b6ce932342f81985c2503d0b2279c0b6443
|
| 3 |
+
size 5048
|