Upload folder using huggingface_hub
Browse files- README.md +26 -0
- checkpoint-228/config.json +33 -0
- checkpoint-228/model.safetensors +3 -0
- checkpoint-228/optimizer.pt +3 -0
- checkpoint-228/rng_state.pth +3 -0
- checkpoint-228/scheduler.pt +3 -0
- checkpoint-228/trainer_state.json +613 -0
- checkpoint-228/training_args.bin +3 -0
- config.json +33 -0
- model.safetensors +3 -0
- runs/Jul13_14-25-53_r-sebsa-asai-newstextbert-wpktfh4a-f38c3-0o175/events.out.tfevents.1752416754.r-sebsa-asai-newstextbert-wpktfh4a-f38c3-0o175.108.0 +2 -2
- runs/Jul13_14-25-53_r-sebsa-asai-newstextbert-wpktfh4a-f38c3-0o175/events.out.tfevents.1752417444.r-sebsa-asai-newstextbert-wpktfh4a-f38c3-0o175.108.1 +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +56 -0
- training_args.bin +3 -0
- training_params.json +30 -0
- vocab.txt +0 -0
README.md
ADDED
|
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
---
|
| 3 |
+
tags:
|
| 4 |
+
- autotrain
|
| 5 |
+
- text-regression
|
| 6 |
+
base_model: distilbert/distilbert-base-cased
|
| 7 |
+
widget:
|
| 8 |
+
- text: "I love AutoTrain"
|
| 9 |
+
---
|
| 10 |
+
|
| 11 |
+
# Model Trained Using AutoTrain
|
| 12 |
+
|
| 13 |
+
- Problem type: Text Regression
|
| 14 |
+
|
| 15 |
+
## Validation Metrics
|
| 16 |
+
loss: 0.04696119576692581
|
| 17 |
+
|
| 18 |
+
mse: 0.046961188316345215
|
| 19 |
+
|
| 20 |
+
mae: 0.16446031630039215
|
| 21 |
+
|
| 22 |
+
r2: 0.5230978727340698
|
| 23 |
+
|
| 24 |
+
rmse: 0.216705302926221
|
| 25 |
+
|
| 26 |
+
explained_variance: 0.5387225151062012
|
checkpoint-228/config.json
ADDED
|
@@ -0,0 +1,33 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "distilbert/distilbert-base-cased",
|
| 3 |
+
"_num_labels": 1,
|
| 4 |
+
"activation": "gelu",
|
| 5 |
+
"architectures": [
|
| 6 |
+
"DistilBertForSequenceClassification"
|
| 7 |
+
],
|
| 8 |
+
"attention_dropout": 0.1,
|
| 9 |
+
"dim": 768,
|
| 10 |
+
"dropout": 0.1,
|
| 11 |
+
"hidden_dim": 3072,
|
| 12 |
+
"id2label": {
|
| 13 |
+
"0": "target"
|
| 14 |
+
},
|
| 15 |
+
"initializer_range": 0.02,
|
| 16 |
+
"label2id": {
|
| 17 |
+
"target": 0
|
| 18 |
+
},
|
| 19 |
+
"max_position_embeddings": 512,
|
| 20 |
+
"model_type": "distilbert",
|
| 21 |
+
"n_heads": 12,
|
| 22 |
+
"n_layers": 6,
|
| 23 |
+
"output_past": true,
|
| 24 |
+
"pad_token_id": 0,
|
| 25 |
+
"problem_type": "regression",
|
| 26 |
+
"qa_dropout": 0.1,
|
| 27 |
+
"seq_classif_dropout": 0.2,
|
| 28 |
+
"sinusoidal_pos_embds": false,
|
| 29 |
+
"tie_weights_": true,
|
| 30 |
+
"torch_dtype": "float32",
|
| 31 |
+
"transformers_version": "4.48.0",
|
| 32 |
+
"vocab_size": 28996
|
| 33 |
+
}
|
checkpoint-228/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:705d4b85898e039d6d32d8851592d90fd631c16105efa2c7695c4151dbf63f1f
|
| 3 |
+
size 263141604
|
checkpoint-228/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d10e2a2a2cce3afe07a6e0e6bbaf108b3cd6776d133d26e7f3cd233ba2731bbe
|
| 3 |
+
size 526342522
|
checkpoint-228/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:da289b7c136fb4f0be3b3b8bcd07137af289665b63b3ed6bfe09a03c11be6ecf
|
| 3 |
+
size 13990
|
checkpoint-228/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c573af203cd37dc5e2d965d1183bd1cf3b240b8b0449f0532e927393eeb729c8
|
| 3 |
+
size 1064
|
checkpoint-228/trainer_state.json
ADDED
|
@@ -0,0 +1,613 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.04696119576692581,
|
| 3 |
+
"best_model_checkpoint": "autotrain-bert-tone/checkpoint-228",
|
| 4 |
+
"epoch": 3.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 228,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.039473684210526314,
|
| 13 |
+
"grad_norm": 1.268290400505066,
|
| 14 |
+
"learning_rate": 6.521739130434783e-06,
|
| 15 |
+
"loss": 0.1598,
|
| 16 |
+
"step": 3
|
| 17 |
+
},
|
| 18 |
+
{
|
| 19 |
+
"epoch": 0.07894736842105263,
|
| 20 |
+
"grad_norm": 2.4602935314178467,
|
| 21 |
+
"learning_rate": 1.3043478260869566e-05,
|
| 22 |
+
"loss": 0.1091,
|
| 23 |
+
"step": 6
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"epoch": 0.11842105263157894,
|
| 27 |
+
"grad_norm": 3.914072275161743,
|
| 28 |
+
"learning_rate": 1.956521739130435e-05,
|
| 29 |
+
"loss": 0.0937,
|
| 30 |
+
"step": 9
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"epoch": 0.15789473684210525,
|
| 34 |
+
"grad_norm": 0.8280628323554993,
|
| 35 |
+
"learning_rate": 2.608695652173913e-05,
|
| 36 |
+
"loss": 0.0976,
|
| 37 |
+
"step": 12
|
| 38 |
+
},
|
| 39 |
+
{
|
| 40 |
+
"epoch": 0.19736842105263158,
|
| 41 |
+
"grad_norm": 1.6599308252334595,
|
| 42 |
+
"learning_rate": 3.260869565217392e-05,
|
| 43 |
+
"loss": 0.106,
|
| 44 |
+
"step": 15
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"epoch": 0.23684210526315788,
|
| 48 |
+
"grad_norm": 1.8458030223846436,
|
| 49 |
+
"learning_rate": 3.91304347826087e-05,
|
| 50 |
+
"loss": 0.0606,
|
| 51 |
+
"step": 18
|
| 52 |
+
},
|
| 53 |
+
{
|
| 54 |
+
"epoch": 0.27631578947368424,
|
| 55 |
+
"grad_norm": 2.4959943294525146,
|
| 56 |
+
"learning_rate": 4.565217391304348e-05,
|
| 57 |
+
"loss": 0.1703,
|
| 58 |
+
"step": 21
|
| 59 |
+
},
|
| 60 |
+
{
|
| 61 |
+
"epoch": 0.3157894736842105,
|
| 62 |
+
"grad_norm": 1.732654333114624,
|
| 63 |
+
"learning_rate": 4.975609756097561e-05,
|
| 64 |
+
"loss": 0.0757,
|
| 65 |
+
"step": 24
|
| 66 |
+
},
|
| 67 |
+
{
|
| 68 |
+
"epoch": 0.35526315789473684,
|
| 69 |
+
"grad_norm": 1.4400056600570679,
|
| 70 |
+
"learning_rate": 4.902439024390244e-05,
|
| 71 |
+
"loss": 0.0641,
|
| 72 |
+
"step": 27
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"epoch": 0.39473684210526316,
|
| 76 |
+
"grad_norm": 4.92896032333374,
|
| 77 |
+
"learning_rate": 4.829268292682927e-05,
|
| 78 |
+
"loss": 0.1041,
|
| 79 |
+
"step": 30
|
| 80 |
+
},
|
| 81 |
+
{
|
| 82 |
+
"epoch": 0.4342105263157895,
|
| 83 |
+
"grad_norm": 1.7027392387390137,
|
| 84 |
+
"learning_rate": 4.75609756097561e-05,
|
| 85 |
+
"loss": 0.0797,
|
| 86 |
+
"step": 33
|
| 87 |
+
},
|
| 88 |
+
{
|
| 89 |
+
"epoch": 0.47368421052631576,
|
| 90 |
+
"grad_norm": 1.845708966255188,
|
| 91 |
+
"learning_rate": 4.682926829268293e-05,
|
| 92 |
+
"loss": 0.1277,
|
| 93 |
+
"step": 36
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"epoch": 0.5131578947368421,
|
| 97 |
+
"grad_norm": 2.450996160507202,
|
| 98 |
+
"learning_rate": 4.609756097560976e-05,
|
| 99 |
+
"loss": 0.0925,
|
| 100 |
+
"step": 39
|
| 101 |
+
},
|
| 102 |
+
{
|
| 103 |
+
"epoch": 0.5526315789473685,
|
| 104 |
+
"grad_norm": 1.4300225973129272,
|
| 105 |
+
"learning_rate": 4.536585365853659e-05,
|
| 106 |
+
"loss": 0.0921,
|
| 107 |
+
"step": 42
|
| 108 |
+
},
|
| 109 |
+
{
|
| 110 |
+
"epoch": 0.5921052631578947,
|
| 111 |
+
"grad_norm": 1.470561146736145,
|
| 112 |
+
"learning_rate": 4.4634146341463416e-05,
|
| 113 |
+
"loss": 0.0468,
|
| 114 |
+
"step": 45
|
| 115 |
+
},
|
| 116 |
+
{
|
| 117 |
+
"epoch": 0.631578947368421,
|
| 118 |
+
"grad_norm": 1.5631119012832642,
|
| 119 |
+
"learning_rate": 4.390243902439025e-05,
|
| 120 |
+
"loss": 0.0562,
|
| 121 |
+
"step": 48
|
| 122 |
+
},
|
| 123 |
+
{
|
| 124 |
+
"epoch": 0.6710526315789473,
|
| 125 |
+
"grad_norm": 2.8870129585266113,
|
| 126 |
+
"learning_rate": 4.317073170731707e-05,
|
| 127 |
+
"loss": 0.0699,
|
| 128 |
+
"step": 51
|
| 129 |
+
},
|
| 130 |
+
{
|
| 131 |
+
"epoch": 0.7105263157894737,
|
| 132 |
+
"grad_norm": 3.935586929321289,
|
| 133 |
+
"learning_rate": 4.2439024390243905e-05,
|
| 134 |
+
"loss": 0.0971,
|
| 135 |
+
"step": 54
|
| 136 |
+
},
|
| 137 |
+
{
|
| 138 |
+
"epoch": 0.75,
|
| 139 |
+
"grad_norm": 1.9553509950637817,
|
| 140 |
+
"learning_rate": 4.170731707317073e-05,
|
| 141 |
+
"loss": 0.0584,
|
| 142 |
+
"step": 57
|
| 143 |
+
},
|
| 144 |
+
{
|
| 145 |
+
"epoch": 0.7894736842105263,
|
| 146 |
+
"grad_norm": 2.7788777351379395,
|
| 147 |
+
"learning_rate": 4.097560975609756e-05,
|
| 148 |
+
"loss": 0.0691,
|
| 149 |
+
"step": 60
|
| 150 |
+
},
|
| 151 |
+
{
|
| 152 |
+
"epoch": 0.8289473684210527,
|
| 153 |
+
"grad_norm": 1.335891604423523,
|
| 154 |
+
"learning_rate": 4.0243902439024395e-05,
|
| 155 |
+
"loss": 0.0866,
|
| 156 |
+
"step": 63
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"epoch": 0.868421052631579,
|
| 160 |
+
"grad_norm": 2.5660781860351562,
|
| 161 |
+
"learning_rate": 3.951219512195122e-05,
|
| 162 |
+
"loss": 0.0626,
|
| 163 |
+
"step": 66
|
| 164 |
+
},
|
| 165 |
+
{
|
| 166 |
+
"epoch": 0.9078947368421053,
|
| 167 |
+
"grad_norm": 1.0248908996582031,
|
| 168 |
+
"learning_rate": 3.878048780487805e-05,
|
| 169 |
+
"loss": 0.1038,
|
| 170 |
+
"step": 69
|
| 171 |
+
},
|
| 172 |
+
{
|
| 173 |
+
"epoch": 0.9473684210526315,
|
| 174 |
+
"grad_norm": 1.2834587097167969,
|
| 175 |
+
"learning_rate": 3.804878048780488e-05,
|
| 176 |
+
"loss": 0.0724,
|
| 177 |
+
"step": 72
|
| 178 |
+
},
|
| 179 |
+
{
|
| 180 |
+
"epoch": 0.9868421052631579,
|
| 181 |
+
"grad_norm": 1.8682374954223633,
|
| 182 |
+
"learning_rate": 3.731707317073171e-05,
|
| 183 |
+
"loss": 0.06,
|
| 184 |
+
"step": 75
|
| 185 |
+
},
|
| 186 |
+
{
|
| 187 |
+
"epoch": 1.0,
|
| 188 |
+
"eval_explained_variance": 0.4236792325973511,
|
| 189 |
+
"eval_loss": 0.10101328790187836,
|
| 190 |
+
"eval_mae": 0.25109994411468506,
|
| 191 |
+
"eval_mse": 0.10101328045129776,
|
| 192 |
+
"eval_r2": -0.025814056396484375,
|
| 193 |
+
"eval_rmse": 0.317825864981593,
|
| 194 |
+
"eval_runtime": 12.7804,
|
| 195 |
+
"eval_samples_per_second": 11.815,
|
| 196 |
+
"eval_steps_per_second": 0.782,
|
| 197 |
+
"step": 76
|
| 198 |
+
},
|
| 199 |
+
{
|
| 200 |
+
"epoch": 1.0263157894736843,
|
| 201 |
+
"grad_norm": 2.012385606765747,
|
| 202 |
+
"learning_rate": 3.6585365853658535e-05,
|
| 203 |
+
"loss": 0.07,
|
| 204 |
+
"step": 78
|
| 205 |
+
},
|
| 206 |
+
{
|
| 207 |
+
"epoch": 1.0657894736842106,
|
| 208 |
+
"grad_norm": 1.5033577680587769,
|
| 209 |
+
"learning_rate": 3.585365853658537e-05,
|
| 210 |
+
"loss": 0.0595,
|
| 211 |
+
"step": 81
|
| 212 |
+
},
|
| 213 |
+
{
|
| 214 |
+
"epoch": 1.1052631578947367,
|
| 215 |
+
"grad_norm": 1.9349753856658936,
|
| 216 |
+
"learning_rate": 3.512195121951219e-05,
|
| 217 |
+
"loss": 0.0519,
|
| 218 |
+
"step": 84
|
| 219 |
+
},
|
| 220 |
+
{
|
| 221 |
+
"epoch": 1.1447368421052633,
|
| 222 |
+
"grad_norm": 1.1432642936706543,
|
| 223 |
+
"learning_rate": 3.4390243902439025e-05,
|
| 224 |
+
"loss": 0.0406,
|
| 225 |
+
"step": 87
|
| 226 |
+
},
|
| 227 |
+
{
|
| 228 |
+
"epoch": 1.1842105263157894,
|
| 229 |
+
"grad_norm": 1.307976245880127,
|
| 230 |
+
"learning_rate": 3.365853658536586e-05,
|
| 231 |
+
"loss": 0.0312,
|
| 232 |
+
"step": 90
|
| 233 |
+
},
|
| 234 |
+
{
|
| 235 |
+
"epoch": 1.2236842105263157,
|
| 236 |
+
"grad_norm": 2.569735050201416,
|
| 237 |
+
"learning_rate": 3.292682926829269e-05,
|
| 238 |
+
"loss": 0.0546,
|
| 239 |
+
"step": 93
|
| 240 |
+
},
|
| 241 |
+
{
|
| 242 |
+
"epoch": 1.263157894736842,
|
| 243 |
+
"grad_norm": 1.499475359916687,
|
| 244 |
+
"learning_rate": 3.2195121951219514e-05,
|
| 245 |
+
"loss": 0.0388,
|
| 246 |
+
"step": 96
|
| 247 |
+
},
|
| 248 |
+
{
|
| 249 |
+
"epoch": 1.3026315789473684,
|
| 250 |
+
"grad_norm": 2.22824764251709,
|
| 251 |
+
"learning_rate": 3.146341463414634e-05,
|
| 252 |
+
"loss": 0.0473,
|
| 253 |
+
"step": 99
|
| 254 |
+
},
|
| 255 |
+
{
|
| 256 |
+
"epoch": 1.3421052631578947,
|
| 257 |
+
"grad_norm": 2.3919763565063477,
|
| 258 |
+
"learning_rate": 3.073170731707317e-05,
|
| 259 |
+
"loss": 0.0633,
|
| 260 |
+
"step": 102
|
| 261 |
+
},
|
| 262 |
+
{
|
| 263 |
+
"epoch": 1.381578947368421,
|
| 264 |
+
"grad_norm": 2.487248420715332,
|
| 265 |
+
"learning_rate": 3e-05,
|
| 266 |
+
"loss": 0.0761,
|
| 267 |
+
"step": 105
|
| 268 |
+
},
|
| 269 |
+
{
|
| 270 |
+
"epoch": 1.4210526315789473,
|
| 271 |
+
"grad_norm": 1.0264114141464233,
|
| 272 |
+
"learning_rate": 2.926829268292683e-05,
|
| 273 |
+
"loss": 0.0243,
|
| 274 |
+
"step": 108
|
| 275 |
+
},
|
| 276 |
+
{
|
| 277 |
+
"epoch": 1.4605263157894737,
|
| 278 |
+
"grad_norm": 1.970423936843872,
|
| 279 |
+
"learning_rate": 2.8536585365853658e-05,
|
| 280 |
+
"loss": 0.0415,
|
| 281 |
+
"step": 111
|
| 282 |
+
},
|
| 283 |
+
{
|
| 284 |
+
"epoch": 1.5,
|
| 285 |
+
"grad_norm": 0.9041996598243713,
|
| 286 |
+
"learning_rate": 2.780487804878049e-05,
|
| 287 |
+
"loss": 0.032,
|
| 288 |
+
"step": 114
|
| 289 |
+
},
|
| 290 |
+
{
|
| 291 |
+
"epoch": 1.5394736842105263,
|
| 292 |
+
"grad_norm": 1.3935425281524658,
|
| 293 |
+
"learning_rate": 2.707317073170732e-05,
|
| 294 |
+
"loss": 0.0447,
|
| 295 |
+
"step": 117
|
| 296 |
+
},
|
| 297 |
+
{
|
| 298 |
+
"epoch": 1.5789473684210527,
|
| 299 |
+
"grad_norm": 1.299230694770813,
|
| 300 |
+
"learning_rate": 2.6341463414634148e-05,
|
| 301 |
+
"loss": 0.0362,
|
| 302 |
+
"step": 120
|
| 303 |
+
},
|
| 304 |
+
{
|
| 305 |
+
"epoch": 1.618421052631579,
|
| 306 |
+
"grad_norm": 1.1066516637802124,
|
| 307 |
+
"learning_rate": 2.5609756097560977e-05,
|
| 308 |
+
"loss": 0.0172,
|
| 309 |
+
"step": 123
|
| 310 |
+
},
|
| 311 |
+
{
|
| 312 |
+
"epoch": 1.6578947368421053,
|
| 313 |
+
"grad_norm": 1.3599709272384644,
|
| 314 |
+
"learning_rate": 2.4878048780487805e-05,
|
| 315 |
+
"loss": 0.0248,
|
| 316 |
+
"step": 126
|
| 317 |
+
},
|
| 318 |
+
{
|
| 319 |
+
"epoch": 1.6973684210526314,
|
| 320 |
+
"grad_norm": 1.9708794355392456,
|
| 321 |
+
"learning_rate": 2.4146341463414634e-05,
|
| 322 |
+
"loss": 0.0593,
|
| 323 |
+
"step": 129
|
| 324 |
+
},
|
| 325 |
+
{
|
| 326 |
+
"epoch": 1.736842105263158,
|
| 327 |
+
"grad_norm": 1.0266876220703125,
|
| 328 |
+
"learning_rate": 2.3414634146341466e-05,
|
| 329 |
+
"loss": 0.0247,
|
| 330 |
+
"step": 132
|
| 331 |
+
},
|
| 332 |
+
{
|
| 333 |
+
"epoch": 1.776315789473684,
|
| 334 |
+
"grad_norm": 2.81319260597229,
|
| 335 |
+
"learning_rate": 2.2682926829268295e-05,
|
| 336 |
+
"loss": 0.0489,
|
| 337 |
+
"step": 135
|
| 338 |
+
},
|
| 339 |
+
{
|
| 340 |
+
"epoch": 1.8157894736842106,
|
| 341 |
+
"grad_norm": 0.9068326950073242,
|
| 342 |
+
"learning_rate": 2.1951219512195124e-05,
|
| 343 |
+
"loss": 0.0494,
|
| 344 |
+
"step": 138
|
| 345 |
+
},
|
| 346 |
+
{
|
| 347 |
+
"epoch": 1.8552631578947367,
|
| 348 |
+
"grad_norm": 0.703267514705658,
|
| 349 |
+
"learning_rate": 2.1219512195121953e-05,
|
| 350 |
+
"loss": 0.0473,
|
| 351 |
+
"step": 141
|
| 352 |
+
},
|
| 353 |
+
{
|
| 354 |
+
"epoch": 1.8947368421052633,
|
| 355 |
+
"grad_norm": 1.852679967880249,
|
| 356 |
+
"learning_rate": 2.048780487804878e-05,
|
| 357 |
+
"loss": 0.0359,
|
| 358 |
+
"step": 144
|
| 359 |
+
},
|
| 360 |
+
{
|
| 361 |
+
"epoch": 1.9342105263157894,
|
| 362 |
+
"grad_norm": 1.1914632320404053,
|
| 363 |
+
"learning_rate": 1.975609756097561e-05,
|
| 364 |
+
"loss": 0.0228,
|
| 365 |
+
"step": 147
|
| 366 |
+
},
|
| 367 |
+
{
|
| 368 |
+
"epoch": 1.973684210526316,
|
| 369 |
+
"grad_norm": 1.3655986785888672,
|
| 370 |
+
"learning_rate": 1.902439024390244e-05,
|
| 371 |
+
"loss": 0.0281,
|
| 372 |
+
"step": 150
|
| 373 |
+
},
|
| 374 |
+
{
|
| 375 |
+
"epoch": 2.0,
|
| 376 |
+
"eval_explained_variance": 0.4443961977958679,
|
| 377 |
+
"eval_loss": 0.05540888383984566,
|
| 378 |
+
"eval_mae": 0.18671312928199768,
|
| 379 |
+
"eval_mse": 0.055408887565135956,
|
| 380 |
+
"eval_r2": 0.43730950355529785,
|
| 381 |
+
"eval_rmse": 0.23539092498466452,
|
| 382 |
+
"eval_runtime": 13.0934,
|
| 383 |
+
"eval_samples_per_second": 11.533,
|
| 384 |
+
"eval_steps_per_second": 0.764,
|
| 385 |
+
"step": 152
|
| 386 |
+
},
|
| 387 |
+
{
|
| 388 |
+
"epoch": 2.013157894736842,
|
| 389 |
+
"grad_norm": 1.1334549188613892,
|
| 390 |
+
"learning_rate": 1.8292682926829268e-05,
|
| 391 |
+
"loss": 0.0353,
|
| 392 |
+
"step": 153
|
| 393 |
+
},
|
| 394 |
+
{
|
| 395 |
+
"epoch": 2.0526315789473686,
|
| 396 |
+
"grad_norm": 1.1114447116851807,
|
| 397 |
+
"learning_rate": 1.7560975609756096e-05,
|
| 398 |
+
"loss": 0.0164,
|
| 399 |
+
"step": 156
|
| 400 |
+
},
|
| 401 |
+
{
|
| 402 |
+
"epoch": 2.0921052631578947,
|
| 403 |
+
"grad_norm": 1.5025893449783325,
|
| 404 |
+
"learning_rate": 1.682926829268293e-05,
|
| 405 |
+
"loss": 0.0221,
|
| 406 |
+
"step": 159
|
| 407 |
+
},
|
| 408 |
+
{
|
| 409 |
+
"epoch": 2.1315789473684212,
|
| 410 |
+
"grad_norm": 0.915424644947052,
|
| 411 |
+
"learning_rate": 1.6097560975609757e-05,
|
| 412 |
+
"loss": 0.0126,
|
| 413 |
+
"step": 162
|
| 414 |
+
},
|
| 415 |
+
{
|
| 416 |
+
"epoch": 2.1710526315789473,
|
| 417 |
+
"grad_norm": 1.6687657833099365,
|
| 418 |
+
"learning_rate": 1.5365853658536586e-05,
|
| 419 |
+
"loss": 0.0235,
|
| 420 |
+
"step": 165
|
| 421 |
+
},
|
| 422 |
+
{
|
| 423 |
+
"epoch": 2.2105263157894735,
|
| 424 |
+
"grad_norm": 1.230404257774353,
|
| 425 |
+
"learning_rate": 1.4634146341463415e-05,
|
| 426 |
+
"loss": 0.0232,
|
| 427 |
+
"step": 168
|
| 428 |
+
},
|
| 429 |
+
{
|
| 430 |
+
"epoch": 2.25,
|
| 431 |
+
"grad_norm": 0.943490207195282,
|
| 432 |
+
"learning_rate": 1.3902439024390245e-05,
|
| 433 |
+
"loss": 0.0152,
|
| 434 |
+
"step": 171
|
| 435 |
+
},
|
| 436 |
+
{
|
| 437 |
+
"epoch": 2.2894736842105265,
|
| 438 |
+
"grad_norm": 0.6173422932624817,
|
| 439 |
+
"learning_rate": 1.3170731707317074e-05,
|
| 440 |
+
"loss": 0.0126,
|
| 441 |
+
"step": 174
|
| 442 |
+
},
|
| 443 |
+
{
|
| 444 |
+
"epoch": 2.3289473684210527,
|
| 445 |
+
"grad_norm": 1.986954689025879,
|
| 446 |
+
"learning_rate": 1.2439024390243903e-05,
|
| 447 |
+
"loss": 0.0211,
|
| 448 |
+
"step": 177
|
| 449 |
+
},
|
| 450 |
+
{
|
| 451 |
+
"epoch": 2.3684210526315788,
|
| 452 |
+
"grad_norm": 0.650972843170166,
|
| 453 |
+
"learning_rate": 1.1707317073170733e-05,
|
| 454 |
+
"loss": 0.01,
|
| 455 |
+
"step": 180
|
| 456 |
+
},
|
| 457 |
+
{
|
| 458 |
+
"epoch": 2.4078947368421053,
|
| 459 |
+
"grad_norm": 2.853421688079834,
|
| 460 |
+
"learning_rate": 1.0975609756097562e-05,
|
| 461 |
+
"loss": 0.0286,
|
| 462 |
+
"step": 183
|
| 463 |
+
},
|
| 464 |
+
{
|
| 465 |
+
"epoch": 2.4473684210526314,
|
| 466 |
+
"grad_norm": 1.0729972124099731,
|
| 467 |
+
"learning_rate": 1.024390243902439e-05,
|
| 468 |
+
"loss": 0.02,
|
| 469 |
+
"step": 186
|
| 470 |
+
},
|
| 471 |
+
{
|
| 472 |
+
"epoch": 2.486842105263158,
|
| 473 |
+
"grad_norm": 0.8739410638809204,
|
| 474 |
+
"learning_rate": 9.51219512195122e-06,
|
| 475 |
+
"loss": 0.0124,
|
| 476 |
+
"step": 189
|
| 477 |
+
},
|
| 478 |
+
{
|
| 479 |
+
"epoch": 2.526315789473684,
|
| 480 |
+
"grad_norm": 0.8854183554649353,
|
| 481 |
+
"learning_rate": 8.780487804878048e-06,
|
| 482 |
+
"loss": 0.0117,
|
| 483 |
+
"step": 192
|
| 484 |
+
},
|
| 485 |
+
{
|
| 486 |
+
"epoch": 2.5657894736842106,
|
| 487 |
+
"grad_norm": 1.0242164134979248,
|
| 488 |
+
"learning_rate": 8.048780487804879e-06,
|
| 489 |
+
"loss": 0.0293,
|
| 490 |
+
"step": 195
|
| 491 |
+
},
|
| 492 |
+
{
|
| 493 |
+
"epoch": 2.6052631578947367,
|
| 494 |
+
"grad_norm": 1.419499158859253,
|
| 495 |
+
"learning_rate": 7.317073170731707e-06,
|
| 496 |
+
"loss": 0.0283,
|
| 497 |
+
"step": 198
|
| 498 |
+
},
|
| 499 |
+
{
|
| 500 |
+
"epoch": 2.6447368421052633,
|
| 501 |
+
"grad_norm": 0.8783360123634338,
|
| 502 |
+
"learning_rate": 6.585365853658537e-06,
|
| 503 |
+
"loss": 0.0318,
|
| 504 |
+
"step": 201
|
| 505 |
+
},
|
| 506 |
+
{
|
| 507 |
+
"epoch": 2.6842105263157894,
|
| 508 |
+
"grad_norm": 0.4939420521259308,
|
| 509 |
+
"learning_rate": 5.853658536585367e-06,
|
| 510 |
+
"loss": 0.0107,
|
| 511 |
+
"step": 204
|
| 512 |
+
},
|
| 513 |
+
{
|
| 514 |
+
"epoch": 2.723684210526316,
|
| 515 |
+
"grad_norm": 1.3545787334442139,
|
| 516 |
+
"learning_rate": 5.121951219512195e-06,
|
| 517 |
+
"loss": 0.0125,
|
| 518 |
+
"step": 207
|
| 519 |
+
},
|
| 520 |
+
{
|
| 521 |
+
"epoch": 2.763157894736842,
|
| 522 |
+
"grad_norm": 1.0449341535568237,
|
| 523 |
+
"learning_rate": 4.390243902439024e-06,
|
| 524 |
+
"loss": 0.0211,
|
| 525 |
+
"step": 210
|
| 526 |
+
},
|
| 527 |
+
{
|
| 528 |
+
"epoch": 2.8026315789473686,
|
| 529 |
+
"grad_norm": 1.5390199422836304,
|
| 530 |
+
"learning_rate": 3.6585365853658537e-06,
|
| 531 |
+
"loss": 0.0243,
|
| 532 |
+
"step": 213
|
| 533 |
+
},
|
| 534 |
+
{
|
| 535 |
+
"epoch": 2.8421052631578947,
|
| 536 |
+
"grad_norm": 1.0012524127960205,
|
| 537 |
+
"learning_rate": 2.9268292682926833e-06,
|
| 538 |
+
"loss": 0.026,
|
| 539 |
+
"step": 216
|
| 540 |
+
},
|
| 541 |
+
{
|
| 542 |
+
"epoch": 2.8815789473684212,
|
| 543 |
+
"grad_norm": 0.413464218378067,
|
| 544 |
+
"learning_rate": 2.195121951219512e-06,
|
| 545 |
+
"loss": 0.0155,
|
| 546 |
+
"step": 219
|
| 547 |
+
},
|
| 548 |
+
{
|
| 549 |
+
"epoch": 2.9210526315789473,
|
| 550 |
+
"grad_norm": 0.6869584918022156,
|
| 551 |
+
"learning_rate": 1.4634146341463416e-06,
|
| 552 |
+
"loss": 0.0174,
|
| 553 |
+
"step": 222
|
| 554 |
+
},
|
| 555 |
+
{
|
| 556 |
+
"epoch": 2.9605263157894735,
|
| 557 |
+
"grad_norm": 1.1535204648971558,
|
| 558 |
+
"learning_rate": 7.317073170731708e-07,
|
| 559 |
+
"loss": 0.0122,
|
| 560 |
+
"step": 225
|
| 561 |
+
},
|
| 562 |
+
{
|
| 563 |
+
"epoch": 3.0,
|
| 564 |
+
"grad_norm": 1.9466148614883423,
|
| 565 |
+
"learning_rate": 0.0,
|
| 566 |
+
"loss": 0.0198,
|
| 567 |
+
"step": 228
|
| 568 |
+
},
|
| 569 |
+
{
|
| 570 |
+
"epoch": 3.0,
|
| 571 |
+
"eval_explained_variance": 0.5387225151062012,
|
| 572 |
+
"eval_loss": 0.04696119576692581,
|
| 573 |
+
"eval_mae": 0.16446031630039215,
|
| 574 |
+
"eval_mse": 0.046961188316345215,
|
| 575 |
+
"eval_r2": 0.5230978727340698,
|
| 576 |
+
"eval_rmse": 0.216705302926221,
|
| 577 |
+
"eval_runtime": 12.6393,
|
| 578 |
+
"eval_samples_per_second": 11.947,
|
| 579 |
+
"eval_steps_per_second": 0.791,
|
| 580 |
+
"step": 228
|
| 581 |
+
}
|
| 582 |
+
],
|
| 583 |
+
"logging_steps": 3,
|
| 584 |
+
"max_steps": 228,
|
| 585 |
+
"num_input_tokens_seen": 0,
|
| 586 |
+
"num_train_epochs": 3,
|
| 587 |
+
"save_steps": 500,
|
| 588 |
+
"stateful_callbacks": {
|
| 589 |
+
"EarlyStoppingCallback": {
|
| 590 |
+
"args": {
|
| 591 |
+
"early_stopping_patience": 5,
|
| 592 |
+
"early_stopping_threshold": 0.01
|
| 593 |
+
},
|
| 594 |
+
"attributes": {
|
| 595 |
+
"early_stopping_patience_counter": 1
|
| 596 |
+
}
|
| 597 |
+
},
|
| 598 |
+
"TrainerControl": {
|
| 599 |
+
"args": {
|
| 600 |
+
"should_epoch_stop": false,
|
| 601 |
+
"should_evaluate": false,
|
| 602 |
+
"should_log": false,
|
| 603 |
+
"should_save": true,
|
| 604 |
+
"should_training_stop": true
|
| 605 |
+
},
|
| 606 |
+
"attributes": {}
|
| 607 |
+
}
|
| 608 |
+
},
|
| 609 |
+
"total_flos": 60006661438464.0,
|
| 610 |
+
"train_batch_size": 8,
|
| 611 |
+
"trial_name": null,
|
| 612 |
+
"trial_params": null
|
| 613 |
+
}
|
checkpoint-228/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:42cb593a413645126d2d1fc5c868a0cd79926c751e6e34f7e579d72a21ec645b
|
| 3 |
+
size 5368
|
config.json
ADDED
|
@@ -0,0 +1,33 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "distilbert/distilbert-base-cased",
|
| 3 |
+
"_num_labels": 1,
|
| 4 |
+
"activation": "gelu",
|
| 5 |
+
"architectures": [
|
| 6 |
+
"DistilBertForSequenceClassification"
|
| 7 |
+
],
|
| 8 |
+
"attention_dropout": 0.1,
|
| 9 |
+
"dim": 768,
|
| 10 |
+
"dropout": 0.1,
|
| 11 |
+
"hidden_dim": 3072,
|
| 12 |
+
"id2label": {
|
| 13 |
+
"0": "target"
|
| 14 |
+
},
|
| 15 |
+
"initializer_range": 0.02,
|
| 16 |
+
"label2id": {
|
| 17 |
+
"target": 0
|
| 18 |
+
},
|
| 19 |
+
"max_position_embeddings": 512,
|
| 20 |
+
"model_type": "distilbert",
|
| 21 |
+
"n_heads": 12,
|
| 22 |
+
"n_layers": 6,
|
| 23 |
+
"output_past": true,
|
| 24 |
+
"pad_token_id": 0,
|
| 25 |
+
"problem_type": "regression",
|
| 26 |
+
"qa_dropout": 0.1,
|
| 27 |
+
"seq_classif_dropout": 0.2,
|
| 28 |
+
"sinusoidal_pos_embds": false,
|
| 29 |
+
"tie_weights_": true,
|
| 30 |
+
"torch_dtype": "float32",
|
| 31 |
+
"transformers_version": "4.48.0",
|
| 32 |
+
"vocab_size": 28996
|
| 33 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:705d4b85898e039d6d32d8851592d90fd631c16105efa2c7695c4151dbf63f1f
|
| 3 |
+
size 263141604
|
runs/Jul13_14-25-53_r-sebsa-asai-newstextbert-wpktfh4a-f38c3-0o175/events.out.tfevents.1752416754.r-sebsa-asai-newstextbert-wpktfh4a-f38c3-0o175.108.0
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9409fee11df43ec818eab7faede27077a1814ae256852a9017238ecee7ce0750
|
| 3 |
+
size 22863
|
runs/Jul13_14-25-53_r-sebsa-asai-newstextbert-wpktfh4a-f38c3-0o175/events.out.tfevents.1752417444.r-sebsa-asai-newstextbert-wpktfh4a-f38c3-0o175.108.1
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0673a8b599992c59f83cbc3e1bd6902cb67bfadd691bbec8f551fa4deba2cd03
|
| 3 |
+
size 609
|
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": false,
|
| 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 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:42cb593a413645126d2d1fc5c868a0cd79926c751e6e34f7e579d72a21ec645b
|
| 3 |
+
size 5368
|
training_params.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"data_path": "autotrain-bert-tone/autotrain-data",
|
| 3 |
+
"model": "distilbert/distilbert-base-cased",
|
| 4 |
+
"lr": 5e-05,
|
| 5 |
+
"epochs": 3,
|
| 6 |
+
"max_seq_length": 128,
|
| 7 |
+
"batch_size": 8,
|
| 8 |
+
"warmup_ratio": 0.1,
|
| 9 |
+
"gradient_accumulation": 1,
|
| 10 |
+
"optimizer": "adamw_torch",
|
| 11 |
+
"scheduler": "linear",
|
| 12 |
+
"weight_decay": 0.0,
|
| 13 |
+
"max_grad_norm": 1.0,
|
| 14 |
+
"seed": 42,
|
| 15 |
+
"train_split": "train",
|
| 16 |
+
"valid_split": "validation",
|
| 17 |
+
"text_column": "autotrain_text",
|
| 18 |
+
"target_column": "autotrain_label",
|
| 19 |
+
"logging_steps": -1,
|
| 20 |
+
"project_name": "autotrain-bert-tone",
|
| 21 |
+
"auto_find_batch_size": false,
|
| 22 |
+
"mixed_precision": "fp16",
|
| 23 |
+
"save_total_limit": 1,
|
| 24 |
+
"push_to_hub": true,
|
| 25 |
+
"eval_strategy": "epoch",
|
| 26 |
+
"username": "Sebsa",
|
| 27 |
+
"log": "tensorboard",
|
| 28 |
+
"early_stopping_patience": 5,
|
| 29 |
+
"early_stopping_threshold": 0.01
|
| 30 |
+
}
|
vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|