Commit
•
9d65309
1
Parent(s):
7c28d83
Upload folder using huggingface_hub
Browse files- README.md +36 -0
- added_tokens.json +3 -0
- bpe.codes +0 -0
- checkpoint-2862/config.json +46 -0
- checkpoint-2862/model.safetensors +3 -0
- checkpoint-2862/optimizer.pt +3 -0
- checkpoint-2862/rng_state.pth +3 -0
- checkpoint-2862/scheduler.pt +3 -0
- checkpoint-2862/trainer_state.json +894 -0
- checkpoint-2862/training_args.bin +3 -0
- config.json +46 -0
- model.safetensors +3 -0
- runs/Jul19_08-09-13_r-daccuong2002-runmay4-ndr9vdx7-9196b-ai5k0/events.out.tfevents.1721376553.r-daccuong2002-runmay4-ndr9vdx7-9196b-ai5k0.96.0 +2 -2
- runs/Jul19_08-09-13_r-daccuong2002-runmay4-ndr9vdx7-9196b-ai5k0/events.out.tfevents.1721396911.r-daccuong2002-runmay4-ndr9vdx7-9196b-ai5k0.96.1 +3 -0
- special_tokens_map.json +9 -0
- tokenizer_config.json +54 -0
- training_args.bin +3 -0
- training_params.json +30 -0
- vocab.txt +0 -0
README.md
ADDED
|
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
---
|
| 3 |
+
tags:
|
| 4 |
+
- autotrain
|
| 5 |
+
- text-classification
|
| 6 |
+
base_model: vinai/phobert-base-v2
|
| 7 |
+
widget:
|
| 8 |
+
- text: "I love AutoTrain"
|
| 9 |
+
---
|
| 10 |
+
|
| 11 |
+
# Model Trained Using AutoTrain
|
| 12 |
+
|
| 13 |
+
- Problem type: Text Classification
|
| 14 |
+
|
| 15 |
+
## Validation Metrics
|
| 16 |
+
loss: 0.3763463497161865
|
| 17 |
+
|
| 18 |
+
f1_macro: 0.8947470035372601
|
| 19 |
+
|
| 20 |
+
f1_micro: 0.9194358116184557
|
| 21 |
+
|
| 22 |
+
f1_weighted: 0.9196235681987903
|
| 23 |
+
|
| 24 |
+
precision_macro: 0.8811990938584341
|
| 25 |
+
|
| 26 |
+
precision_micro: 0.9194358116184557
|
| 27 |
+
|
| 28 |
+
precision_weighted: 0.9204284600348198
|
| 29 |
+
|
| 30 |
+
recall_macro: 0.9094848524838759
|
| 31 |
+
|
| 32 |
+
recall_micro: 0.9194358116184557
|
| 33 |
+
|
| 34 |
+
recall_weighted: 0.9194358116184557
|
| 35 |
+
|
| 36 |
+
accuracy: 0.9194358116184557
|
added_tokens.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"<mask>": 64000
|
| 3 |
+
}
|
bpe.codes
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
checkpoint-2862/config.json
ADDED
|
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "vinai/phobert-base-v2",
|
| 3 |
+
"_num_labels": 6,
|
| 4 |
+
"architectures": [
|
| 5 |
+
"RobertaForSequenceClassification"
|
| 6 |
+
],
|
| 7 |
+
"attention_probs_dropout_prob": 0.1,
|
| 8 |
+
"bos_token_id": 0,
|
| 9 |
+
"classifier_dropout": null,
|
| 10 |
+
"eos_token_id": 2,
|
| 11 |
+
"hidden_act": "gelu",
|
| 12 |
+
"hidden_dropout_prob": 0.1,
|
| 13 |
+
"hidden_size": 768,
|
| 14 |
+
"id2label": {
|
| 15 |
+
"0": "2733522",
|
| 16 |
+
"1": "2733534",
|
| 17 |
+
"2": "2733540",
|
| 18 |
+
"3": "2733546",
|
| 19 |
+
"4": "2733552",
|
| 20 |
+
"5": "2733570"
|
| 21 |
+
},
|
| 22 |
+
"initializer_range": 0.02,
|
| 23 |
+
"intermediate_size": 3072,
|
| 24 |
+
"label2id": {
|
| 25 |
+
"2733522": 0,
|
| 26 |
+
"2733534": 1,
|
| 27 |
+
"2733540": 2,
|
| 28 |
+
"2733546": 3,
|
| 29 |
+
"2733552": 4,
|
| 30 |
+
"2733570": 5
|
| 31 |
+
},
|
| 32 |
+
"layer_norm_eps": 1e-05,
|
| 33 |
+
"max_position_embeddings": 258,
|
| 34 |
+
"model_type": "roberta",
|
| 35 |
+
"num_attention_heads": 12,
|
| 36 |
+
"num_hidden_layers": 12,
|
| 37 |
+
"pad_token_id": 1,
|
| 38 |
+
"position_embedding_type": "absolute",
|
| 39 |
+
"problem_type": "single_label_classification",
|
| 40 |
+
"tokenizer_class": "PhobertTokenizer",
|
| 41 |
+
"torch_dtype": "float32",
|
| 42 |
+
"transformers_version": "4.42.2",
|
| 43 |
+
"type_vocab_size": 1,
|
| 44 |
+
"use_cache": true,
|
| 45 |
+
"vocab_size": 64001
|
| 46 |
+
}
|
checkpoint-2862/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:690730a8b78a9ee5be3d7ebe456225c54d25dda514619217793eb22fd46fdc1e
|
| 3 |
+
size 540035688
|
checkpoint-2862/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:280b3d810035a4f70f5684c889f3e7d1f88692ac9a500f0876f9e61e43969521
|
| 3 |
+
size 1080185594
|
checkpoint-2862/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:648c11bd463f1932b5d0d5a595849cb4e21b3eef4d71cf3d9193e1dcf0fa752e
|
| 3 |
+
size 13990
|
checkpoint-2862/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b622fd4477b83a90eb51839651f895031ad1cfb43adca5204ed4178aa770c1f1
|
| 3 |
+
size 1064
|
checkpoint-2862/trainer_state.json
ADDED
|
@@ -0,0 +1,894 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.3763463497161865,
|
| 3 |
+
"best_model_checkpoint": "PhoBert-SingleLabel-KMeans/checkpoint-2862",
|
| 4 |
+
"epoch": 3.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 2862,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.02620545073375262,
|
| 13 |
+
"grad_norm": 3.5584876537323,
|
| 14 |
+
"learning_rate": 4.355400696864112e-06,
|
| 15 |
+
"loss": 1.7744,
|
| 16 |
+
"step": 25
|
| 17 |
+
},
|
| 18 |
+
{
|
| 19 |
+
"epoch": 0.05241090146750524,
|
| 20 |
+
"grad_norm": 3.515974283218384,
|
| 21 |
+
"learning_rate": 8.710801393728225e-06,
|
| 22 |
+
"loss": 1.6878,
|
| 23 |
+
"step": 50
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"epoch": 0.07861635220125786,
|
| 27 |
+
"grad_norm": 3.664238691329956,
|
| 28 |
+
"learning_rate": 1.3066202090592336e-05,
|
| 29 |
+
"loss": 1.5996,
|
| 30 |
+
"step": 75
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"epoch": 0.10482180293501048,
|
| 34 |
+
"grad_norm": 4.6186723709106445,
|
| 35 |
+
"learning_rate": 1.742160278745645e-05,
|
| 36 |
+
"loss": 1.4775,
|
| 37 |
+
"step": 100
|
| 38 |
+
},
|
| 39 |
+
{
|
| 40 |
+
"epoch": 0.1310272536687631,
|
| 41 |
+
"grad_norm": 5.333361625671387,
|
| 42 |
+
"learning_rate": 2.1777003484320557e-05,
|
| 43 |
+
"loss": 1.3713,
|
| 44 |
+
"step": 125
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"epoch": 0.15723270440251572,
|
| 48 |
+
"grad_norm": 10.412248611450195,
|
| 49 |
+
"learning_rate": 2.6132404181184672e-05,
|
| 50 |
+
"loss": 1.0538,
|
| 51 |
+
"step": 150
|
| 52 |
+
},
|
| 53 |
+
{
|
| 54 |
+
"epoch": 0.18343815513626835,
|
| 55 |
+
"grad_norm": 3.342909812927246,
|
| 56 |
+
"learning_rate": 3.048780487804878e-05,
|
| 57 |
+
"loss": 0.9225,
|
| 58 |
+
"step": 175
|
| 59 |
+
},
|
| 60 |
+
{
|
| 61 |
+
"epoch": 0.20964360587002095,
|
| 62 |
+
"grad_norm": 5.6379547119140625,
|
| 63 |
+
"learning_rate": 3.48432055749129e-05,
|
| 64 |
+
"loss": 0.8722,
|
| 65 |
+
"step": 200
|
| 66 |
+
},
|
| 67 |
+
{
|
| 68 |
+
"epoch": 0.2358490566037736,
|
| 69 |
+
"grad_norm": 14.341384887695312,
|
| 70 |
+
"learning_rate": 3.9198606271777003e-05,
|
| 71 |
+
"loss": 0.8813,
|
| 72 |
+
"step": 225
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"epoch": 0.2620545073375262,
|
| 76 |
+
"grad_norm": 8.06952953338623,
|
| 77 |
+
"learning_rate": 4.3554006968641115e-05,
|
| 78 |
+
"loss": 0.8815,
|
| 79 |
+
"step": 250
|
| 80 |
+
},
|
| 81 |
+
{
|
| 82 |
+
"epoch": 0.2882599580712788,
|
| 83 |
+
"grad_norm": 16.64231300354004,
|
| 84 |
+
"learning_rate": 4.7909407665505226e-05,
|
| 85 |
+
"loss": 0.6877,
|
| 86 |
+
"step": 275
|
| 87 |
+
},
|
| 88 |
+
{
|
| 89 |
+
"epoch": 0.31446540880503143,
|
| 90 |
+
"grad_norm": 10.036324501037598,
|
| 91 |
+
"learning_rate": 4.974757281553398e-05,
|
| 92 |
+
"loss": 0.612,
|
| 93 |
+
"step": 300
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"epoch": 0.34067085953878407,
|
| 97 |
+
"grad_norm": 28.696367263793945,
|
| 98 |
+
"learning_rate": 4.9262135922330097e-05,
|
| 99 |
+
"loss": 0.5523,
|
| 100 |
+
"step": 325
|
| 101 |
+
},
|
| 102 |
+
{
|
| 103 |
+
"epoch": 0.3668763102725367,
|
| 104 |
+
"grad_norm": 2.96999192237854,
|
| 105 |
+
"learning_rate": 4.877669902912622e-05,
|
| 106 |
+
"loss": 0.5393,
|
| 107 |
+
"step": 350
|
| 108 |
+
},
|
| 109 |
+
{
|
| 110 |
+
"epoch": 0.39308176100628933,
|
| 111 |
+
"grad_norm": 0.7660526037216187,
|
| 112 |
+
"learning_rate": 4.829126213592233e-05,
|
| 113 |
+
"loss": 0.6644,
|
| 114 |
+
"step": 375
|
| 115 |
+
},
|
| 116 |
+
{
|
| 117 |
+
"epoch": 0.4192872117400419,
|
| 118 |
+
"grad_norm": 23.782712936401367,
|
| 119 |
+
"learning_rate": 4.780582524271845e-05,
|
| 120 |
+
"loss": 0.5915,
|
| 121 |
+
"step": 400
|
| 122 |
+
},
|
| 123 |
+
{
|
| 124 |
+
"epoch": 0.44549266247379454,
|
| 125 |
+
"grad_norm": 14.538418769836426,
|
| 126 |
+
"learning_rate": 4.732038834951457e-05,
|
| 127 |
+
"loss": 0.4766,
|
| 128 |
+
"step": 425
|
| 129 |
+
},
|
| 130 |
+
{
|
| 131 |
+
"epoch": 0.4716981132075472,
|
| 132 |
+
"grad_norm": 1.3607491254806519,
|
| 133 |
+
"learning_rate": 4.683495145631068e-05,
|
| 134 |
+
"loss": 0.592,
|
| 135 |
+
"step": 450
|
| 136 |
+
},
|
| 137 |
+
{
|
| 138 |
+
"epoch": 0.4979035639412998,
|
| 139 |
+
"grad_norm": 2.8048417568206787,
|
| 140 |
+
"learning_rate": 4.63495145631068e-05,
|
| 141 |
+
"loss": 0.6274,
|
| 142 |
+
"step": 475
|
| 143 |
+
},
|
| 144 |
+
{
|
| 145 |
+
"epoch": 0.5241090146750524,
|
| 146 |
+
"grad_norm": 294.476806640625,
|
| 147 |
+
"learning_rate": 4.586407766990292e-05,
|
| 148 |
+
"loss": 0.4636,
|
| 149 |
+
"step": 500
|
| 150 |
+
},
|
| 151 |
+
{
|
| 152 |
+
"epoch": 0.550314465408805,
|
| 153 |
+
"grad_norm": 3.9831271171569824,
|
| 154 |
+
"learning_rate": 4.5378640776699033e-05,
|
| 155 |
+
"loss": 0.6935,
|
| 156 |
+
"step": 525
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"epoch": 0.5765199161425576,
|
| 160 |
+
"grad_norm": 8.449265480041504,
|
| 161 |
+
"learning_rate": 4.489320388349515e-05,
|
| 162 |
+
"loss": 0.5617,
|
| 163 |
+
"step": 550
|
| 164 |
+
},
|
| 165 |
+
{
|
| 166 |
+
"epoch": 0.6027253668763103,
|
| 167 |
+
"grad_norm": 0.5198196172714233,
|
| 168 |
+
"learning_rate": 4.440776699029127e-05,
|
| 169 |
+
"loss": 0.6695,
|
| 170 |
+
"step": 575
|
| 171 |
+
},
|
| 172 |
+
{
|
| 173 |
+
"epoch": 0.6289308176100629,
|
| 174 |
+
"grad_norm": 0.511917769908905,
|
| 175 |
+
"learning_rate": 4.3922330097087384e-05,
|
| 176 |
+
"loss": 0.6177,
|
| 177 |
+
"step": 600
|
| 178 |
+
},
|
| 179 |
+
{
|
| 180 |
+
"epoch": 0.6551362683438156,
|
| 181 |
+
"grad_norm": 0.4070751368999481,
|
| 182 |
+
"learning_rate": 4.34368932038835e-05,
|
| 183 |
+
"loss": 0.4971,
|
| 184 |
+
"step": 625
|
| 185 |
+
},
|
| 186 |
+
{
|
| 187 |
+
"epoch": 0.6813417190775681,
|
| 188 |
+
"grad_norm": 24.54846954345703,
|
| 189 |
+
"learning_rate": 4.295145631067961e-05,
|
| 190 |
+
"loss": 0.3295,
|
| 191 |
+
"step": 650
|
| 192 |
+
},
|
| 193 |
+
{
|
| 194 |
+
"epoch": 0.7075471698113207,
|
| 195 |
+
"grad_norm": 26.0633487701416,
|
| 196 |
+
"learning_rate": 4.246601941747573e-05,
|
| 197 |
+
"loss": 0.4744,
|
| 198 |
+
"step": 675
|
| 199 |
+
},
|
| 200 |
+
{
|
| 201 |
+
"epoch": 0.7337526205450734,
|
| 202 |
+
"grad_norm": 4.230802059173584,
|
| 203 |
+
"learning_rate": 4.198058252427184e-05,
|
| 204 |
+
"loss": 0.4744,
|
| 205 |
+
"step": 700
|
| 206 |
+
},
|
| 207 |
+
{
|
| 208 |
+
"epoch": 0.759958071278826,
|
| 209 |
+
"grad_norm": 3.7451541423797607,
|
| 210 |
+
"learning_rate": 4.1495145631067964e-05,
|
| 211 |
+
"loss": 0.5867,
|
| 212 |
+
"step": 725
|
| 213 |
+
},
|
| 214 |
+
{
|
| 215 |
+
"epoch": 0.7861635220125787,
|
| 216 |
+
"grad_norm": 8.754020690917969,
|
| 217 |
+
"learning_rate": 4.100970873786408e-05,
|
| 218 |
+
"loss": 0.4409,
|
| 219 |
+
"step": 750
|
| 220 |
+
},
|
| 221 |
+
{
|
| 222 |
+
"epoch": 0.8123689727463312,
|
| 223 |
+
"grad_norm": 0.14476385712623596,
|
| 224 |
+
"learning_rate": 4.052427184466019e-05,
|
| 225 |
+
"loss": 0.5824,
|
| 226 |
+
"step": 775
|
| 227 |
+
},
|
| 228 |
+
{
|
| 229 |
+
"epoch": 0.8385744234800838,
|
| 230 |
+
"grad_norm": 0.38359129428863525,
|
| 231 |
+
"learning_rate": 4.0038834951456314e-05,
|
| 232 |
+
"loss": 0.4913,
|
| 233 |
+
"step": 800
|
| 234 |
+
},
|
| 235 |
+
{
|
| 236 |
+
"epoch": 0.8647798742138365,
|
| 237 |
+
"grad_norm": 34.098060607910156,
|
| 238 |
+
"learning_rate": 3.955339805825243e-05,
|
| 239 |
+
"loss": 0.3129,
|
| 240 |
+
"step": 825
|
| 241 |
+
},
|
| 242 |
+
{
|
| 243 |
+
"epoch": 0.8909853249475891,
|
| 244 |
+
"grad_norm": 3.0660719871520996,
|
| 245 |
+
"learning_rate": 3.906796116504854e-05,
|
| 246 |
+
"loss": 0.6103,
|
| 247 |
+
"step": 850
|
| 248 |
+
},
|
| 249 |
+
{
|
| 250 |
+
"epoch": 0.9171907756813418,
|
| 251 |
+
"grad_norm": 7.5438385009765625,
|
| 252 |
+
"learning_rate": 3.858252427184466e-05,
|
| 253 |
+
"loss": 0.495,
|
| 254 |
+
"step": 875
|
| 255 |
+
},
|
| 256 |
+
{
|
| 257 |
+
"epoch": 0.9433962264150944,
|
| 258 |
+
"grad_norm": 67.45906829833984,
|
| 259 |
+
"learning_rate": 3.809708737864078e-05,
|
| 260 |
+
"loss": 0.5724,
|
| 261 |
+
"step": 900
|
| 262 |
+
},
|
| 263 |
+
{
|
| 264 |
+
"epoch": 0.9696016771488469,
|
| 265 |
+
"grad_norm": 3.6292409896850586,
|
| 266 |
+
"learning_rate": 3.7611650485436894e-05,
|
| 267 |
+
"loss": 0.3536,
|
| 268 |
+
"step": 925
|
| 269 |
+
},
|
| 270 |
+
{
|
| 271 |
+
"epoch": 0.9958071278825996,
|
| 272 |
+
"grad_norm": 29.442237854003906,
|
| 273 |
+
"learning_rate": 3.712621359223301e-05,
|
| 274 |
+
"loss": 0.4138,
|
| 275 |
+
"step": 950
|
| 276 |
+
},
|
| 277 |
+
{
|
| 278 |
+
"epoch": 1.0,
|
| 279 |
+
"eval_accuracy": 0.9000717188620607,
|
| 280 |
+
"eval_f1_macro": 0.8889047304060399,
|
| 281 |
+
"eval_f1_micro": 0.9000717188620607,
|
| 282 |
+
"eval_f1_weighted": 0.9004594891408181,
|
| 283 |
+
"eval_loss": 0.446470707654953,
|
| 284 |
+
"eval_precision_macro": 0.8923438114196293,
|
| 285 |
+
"eval_precision_micro": 0.9000717188620607,
|
| 286 |
+
"eval_precision_weighted": 0.9041587013504236,
|
| 287 |
+
"eval_recall_macro": 0.8879970575079902,
|
| 288 |
+
"eval_recall_micro": 0.9000717188620607,
|
| 289 |
+
"eval_recall_weighted": 0.9000717188620607,
|
| 290 |
+
"eval_runtime": 755.376,
|
| 291 |
+
"eval_samples_per_second": 5.538,
|
| 292 |
+
"eval_steps_per_second": 0.347,
|
| 293 |
+
"step": 954
|
| 294 |
+
},
|
| 295 |
+
{
|
| 296 |
+
"epoch": 1.0220125786163523,
|
| 297 |
+
"grad_norm": 15.653645515441895,
|
| 298 |
+
"learning_rate": 3.664077669902913e-05,
|
| 299 |
+
"loss": 0.3952,
|
| 300 |
+
"step": 975
|
| 301 |
+
},
|
| 302 |
+
{
|
| 303 |
+
"epoch": 1.0482180293501049,
|
| 304 |
+
"grad_norm": 0.11768877506256104,
|
| 305 |
+
"learning_rate": 3.6155339805825244e-05,
|
| 306 |
+
"loss": 0.3761,
|
| 307 |
+
"step": 1000
|
| 308 |
+
},
|
| 309 |
+
{
|
| 310 |
+
"epoch": 1.0744234800838575,
|
| 311 |
+
"grad_norm": 2.6586456298828125,
|
| 312 |
+
"learning_rate": 3.566990291262136e-05,
|
| 313 |
+
"loss": 0.3241,
|
| 314 |
+
"step": 1025
|
| 315 |
+
},
|
| 316 |
+
{
|
| 317 |
+
"epoch": 1.10062893081761,
|
| 318 |
+
"grad_norm": 4.2325119972229,
|
| 319 |
+
"learning_rate": 3.518446601941748e-05,
|
| 320 |
+
"loss": 0.5266,
|
| 321 |
+
"step": 1050
|
| 322 |
+
},
|
| 323 |
+
{
|
| 324 |
+
"epoch": 1.1268343815513626,
|
| 325 |
+
"grad_norm": 0.2591557502746582,
|
| 326 |
+
"learning_rate": 3.4699029126213595e-05,
|
| 327 |
+
"loss": 0.3688,
|
| 328 |
+
"step": 1075
|
| 329 |
+
},
|
| 330 |
+
{
|
| 331 |
+
"epoch": 1.1530398322851152,
|
| 332 |
+
"grad_norm": 7.8002777099609375,
|
| 333 |
+
"learning_rate": 3.421359223300971e-05,
|
| 334 |
+
"loss": 0.3996,
|
| 335 |
+
"step": 1100
|
| 336 |
+
},
|
| 337 |
+
{
|
| 338 |
+
"epoch": 1.179245283018868,
|
| 339 |
+
"grad_norm": 7.753486633300781,
|
| 340 |
+
"learning_rate": 3.372815533980583e-05,
|
| 341 |
+
"loss": 0.5435,
|
| 342 |
+
"step": 1125
|
| 343 |
+
},
|
| 344 |
+
{
|
| 345 |
+
"epoch": 1.2054507337526206,
|
| 346 |
+
"grad_norm": 4.600539684295654,
|
| 347 |
+
"learning_rate": 3.3242718446601945e-05,
|
| 348 |
+
"loss": 0.4125,
|
| 349 |
+
"step": 1150
|
| 350 |
+
},
|
| 351 |
+
{
|
| 352 |
+
"epoch": 1.2316561844863732,
|
| 353 |
+
"grad_norm": 0.507254421710968,
|
| 354 |
+
"learning_rate": 3.275728155339806e-05,
|
| 355 |
+
"loss": 0.3485,
|
| 356 |
+
"step": 1175
|
| 357 |
+
},
|
| 358 |
+
{
|
| 359 |
+
"epoch": 1.2578616352201257,
|
| 360 |
+
"grad_norm": 2.2480947971343994,
|
| 361 |
+
"learning_rate": 3.227184466019418e-05,
|
| 362 |
+
"loss": 0.3006,
|
| 363 |
+
"step": 1200
|
| 364 |
+
},
|
| 365 |
+
{
|
| 366 |
+
"epoch": 1.2840670859538785,
|
| 367 |
+
"grad_norm": 0.17361511290073395,
|
| 368 |
+
"learning_rate": 3.1786407766990296e-05,
|
| 369 |
+
"loss": 0.372,
|
| 370 |
+
"step": 1225
|
| 371 |
+
},
|
| 372 |
+
{
|
| 373 |
+
"epoch": 1.310272536687631,
|
| 374 |
+
"grad_norm": 2.2198197841644287,
|
| 375 |
+
"learning_rate": 3.130097087378641e-05,
|
| 376 |
+
"loss": 0.4539,
|
| 377 |
+
"step": 1250
|
| 378 |
+
},
|
| 379 |
+
{
|
| 380 |
+
"epoch": 1.3364779874213837,
|
| 381 |
+
"grad_norm": 2.0315468311309814,
|
| 382 |
+
"learning_rate": 3.0815533980582525e-05,
|
| 383 |
+
"loss": 0.482,
|
| 384 |
+
"step": 1275
|
| 385 |
+
},
|
| 386 |
+
{
|
| 387 |
+
"epoch": 1.3626834381551363,
|
| 388 |
+
"grad_norm": 8.348484992980957,
|
| 389 |
+
"learning_rate": 3.0330097087378646e-05,
|
| 390 |
+
"loss": 0.3263,
|
| 391 |
+
"step": 1300
|
| 392 |
+
},
|
| 393 |
+
{
|
| 394 |
+
"epoch": 1.3888888888888888,
|
| 395 |
+
"grad_norm": 7.209967136383057,
|
| 396 |
+
"learning_rate": 2.9844660194174757e-05,
|
| 397 |
+
"loss": 0.332,
|
| 398 |
+
"step": 1325
|
| 399 |
+
},
|
| 400 |
+
{
|
| 401 |
+
"epoch": 1.4150943396226414,
|
| 402 |
+
"grad_norm": 56.43852615356445,
|
| 403 |
+
"learning_rate": 2.9359223300970872e-05,
|
| 404 |
+
"loss": 0.5554,
|
| 405 |
+
"step": 1350
|
| 406 |
+
},
|
| 407 |
+
{
|
| 408 |
+
"epoch": 1.441299790356394,
|
| 409 |
+
"grad_norm": 1.4395267963409424,
|
| 410 |
+
"learning_rate": 2.887378640776699e-05,
|
| 411 |
+
"loss": 0.4749,
|
| 412 |
+
"step": 1375
|
| 413 |
+
},
|
| 414 |
+
{
|
| 415 |
+
"epoch": 1.4675052410901468,
|
| 416 |
+
"grad_norm": 70.63890838623047,
|
| 417 |
+
"learning_rate": 2.8388349514563105e-05,
|
| 418 |
+
"loss": 0.4356,
|
| 419 |
+
"step": 1400
|
| 420 |
+
},
|
| 421 |
+
{
|
| 422 |
+
"epoch": 1.4937106918238994,
|
| 423 |
+
"grad_norm": 52.49846649169922,
|
| 424 |
+
"learning_rate": 2.7902912621359222e-05,
|
| 425 |
+
"loss": 0.3524,
|
| 426 |
+
"step": 1425
|
| 427 |
+
},
|
| 428 |
+
{
|
| 429 |
+
"epoch": 1.519916142557652,
|
| 430 |
+
"grad_norm": 39.48180389404297,
|
| 431 |
+
"learning_rate": 2.741747572815534e-05,
|
| 432 |
+
"loss": 0.4155,
|
| 433 |
+
"step": 1450
|
| 434 |
+
},
|
| 435 |
+
{
|
| 436 |
+
"epoch": 1.5461215932914047,
|
| 437 |
+
"grad_norm": 4.6654510498046875,
|
| 438 |
+
"learning_rate": 2.6932038834951455e-05,
|
| 439 |
+
"loss": 0.3802,
|
| 440 |
+
"step": 1475
|
| 441 |
+
},
|
| 442 |
+
{
|
| 443 |
+
"epoch": 1.5723270440251573,
|
| 444 |
+
"grad_norm": 2.445298433303833,
|
| 445 |
+
"learning_rate": 2.6446601941747573e-05,
|
| 446 |
+
"loss": 0.2013,
|
| 447 |
+
"step": 1500
|
| 448 |
+
},
|
| 449 |
+
{
|
| 450 |
+
"epoch": 1.59853249475891,
|
| 451 |
+
"grad_norm": 0.5410274267196655,
|
| 452 |
+
"learning_rate": 2.596116504854369e-05,
|
| 453 |
+
"loss": 0.3016,
|
| 454 |
+
"step": 1525
|
| 455 |
+
},
|
| 456 |
+
{
|
| 457 |
+
"epoch": 1.6247379454926625,
|
| 458 |
+
"grad_norm": 6.175892353057861,
|
| 459 |
+
"learning_rate": 2.5475728155339806e-05,
|
| 460 |
+
"loss": 0.4059,
|
| 461 |
+
"step": 1550
|
| 462 |
+
},
|
| 463 |
+
{
|
| 464 |
+
"epoch": 1.650943396226415,
|
| 465 |
+
"grad_norm": 19.350805282592773,
|
| 466 |
+
"learning_rate": 2.4990291262135923e-05,
|
| 467 |
+
"loss": 0.2649,
|
| 468 |
+
"step": 1575
|
| 469 |
+
},
|
| 470 |
+
{
|
| 471 |
+
"epoch": 1.6771488469601676,
|
| 472 |
+
"grad_norm": 0.5931205749511719,
|
| 473 |
+
"learning_rate": 2.450485436893204e-05,
|
| 474 |
+
"loss": 0.2931,
|
| 475 |
+
"step": 1600
|
| 476 |
+
},
|
| 477 |
+
{
|
| 478 |
+
"epoch": 1.7033542976939202,
|
| 479 |
+
"grad_norm": 20.36564826965332,
|
| 480 |
+
"learning_rate": 2.4019417475728156e-05,
|
| 481 |
+
"loss": 0.2659,
|
| 482 |
+
"step": 1625
|
| 483 |
+
},
|
| 484 |
+
{
|
| 485 |
+
"epoch": 1.7295597484276728,
|
| 486 |
+
"grad_norm": 0.1273786723613739,
|
| 487 |
+
"learning_rate": 2.3533980582524274e-05,
|
| 488 |
+
"loss": 0.2192,
|
| 489 |
+
"step": 1650
|
| 490 |
+
},
|
| 491 |
+
{
|
| 492 |
+
"epoch": 1.7557651991614256,
|
| 493 |
+
"grad_norm": 39.38661193847656,
|
| 494 |
+
"learning_rate": 2.304854368932039e-05,
|
| 495 |
+
"loss": 0.4232,
|
| 496 |
+
"step": 1675
|
| 497 |
+
},
|
| 498 |
+
{
|
| 499 |
+
"epoch": 1.7819706498951782,
|
| 500 |
+
"grad_norm": 35.051902770996094,
|
| 501 |
+
"learning_rate": 2.2563106796116507e-05,
|
| 502 |
+
"loss": 0.4047,
|
| 503 |
+
"step": 1700
|
| 504 |
+
},
|
| 505 |
+
{
|
| 506 |
+
"epoch": 1.808176100628931,
|
| 507 |
+
"grad_norm": 10.8402738571167,
|
| 508 |
+
"learning_rate": 2.2077669902912624e-05,
|
| 509 |
+
"loss": 0.257,
|
| 510 |
+
"step": 1725
|
| 511 |
+
},
|
| 512 |
+
{
|
| 513 |
+
"epoch": 1.8343815513626835,
|
| 514 |
+
"grad_norm": 18.704975128173828,
|
| 515 |
+
"learning_rate": 2.159223300970874e-05,
|
| 516 |
+
"loss": 0.3526,
|
| 517 |
+
"step": 1750
|
| 518 |
+
},
|
| 519 |
+
{
|
| 520 |
+
"epoch": 1.8605870020964361,
|
| 521 |
+
"grad_norm": 0.09916484355926514,
|
| 522 |
+
"learning_rate": 2.1106796116504857e-05,
|
| 523 |
+
"loss": 0.3903,
|
| 524 |
+
"step": 1775
|
| 525 |
+
},
|
| 526 |
+
{
|
| 527 |
+
"epoch": 1.8867924528301887,
|
| 528 |
+
"grad_norm": 4.514852046966553,
|
| 529 |
+
"learning_rate": 2.062135922330097e-05,
|
| 530 |
+
"loss": 0.3345,
|
| 531 |
+
"step": 1800
|
| 532 |
+
},
|
| 533 |
+
{
|
| 534 |
+
"epoch": 1.9129979035639413,
|
| 535 |
+
"grad_norm": 31.562023162841797,
|
| 536 |
+
"learning_rate": 2.0135922330097086e-05,
|
| 537 |
+
"loss": 0.5511,
|
| 538 |
+
"step": 1825
|
| 539 |
+
},
|
| 540 |
+
{
|
| 541 |
+
"epoch": 1.9392033542976939,
|
| 542 |
+
"grad_norm": 13.065159797668457,
|
| 543 |
+
"learning_rate": 1.9650485436893204e-05,
|
| 544 |
+
"loss": 0.2387,
|
| 545 |
+
"step": 1850
|
| 546 |
+
},
|
| 547 |
+
{
|
| 548 |
+
"epoch": 1.9654088050314464,
|
| 549 |
+
"grad_norm": 41.689964294433594,
|
| 550 |
+
"learning_rate": 1.9165048543689322e-05,
|
| 551 |
+
"loss": 0.3024,
|
| 552 |
+
"step": 1875
|
| 553 |
+
},
|
| 554 |
+
{
|
| 555 |
+
"epoch": 1.991614255765199,
|
| 556 |
+
"grad_norm": 10.776809692382812,
|
| 557 |
+
"learning_rate": 1.8679611650485437e-05,
|
| 558 |
+
"loss": 0.3133,
|
| 559 |
+
"step": 1900
|
| 560 |
+
},
|
| 561 |
+
{
|
| 562 |
+
"epoch": 2.0,
|
| 563 |
+
"eval_accuracy": 0.9022232847238824,
|
| 564 |
+
"eval_f1_macro": 0.8791017264419937,
|
| 565 |
+
"eval_f1_micro": 0.9022232847238824,
|
| 566 |
+
"eval_f1_weighted": 0.9030036030460146,
|
| 567 |
+
"eval_loss": 0.4108516573905945,
|
| 568 |
+
"eval_precision_macro": 0.8552051719676482,
|
| 569 |
+
"eval_precision_micro": 0.9022232847238824,
|
| 570 |
+
"eval_precision_weighted": 0.906337005319111,
|
| 571 |
+
"eval_recall_macro": 0.9078028911862802,
|
| 572 |
+
"eval_recall_micro": 0.9022232847238824,
|
| 573 |
+
"eval_recall_weighted": 0.9022232847238824,
|
| 574 |
+
"eval_runtime": 882.9584,
|
| 575 |
+
"eval_samples_per_second": 4.737,
|
| 576 |
+
"eval_steps_per_second": 0.297,
|
| 577 |
+
"step": 1908
|
| 578 |
+
},
|
| 579 |
+
{
|
| 580 |
+
"epoch": 2.0178197064989516,
|
| 581 |
+
"grad_norm": 7.140912055969238,
|
| 582 |
+
"learning_rate": 1.8194174757281555e-05,
|
| 583 |
+
"loss": 0.2435,
|
| 584 |
+
"step": 1925
|
| 585 |
+
},
|
| 586 |
+
{
|
| 587 |
+
"epoch": 2.0440251572327046,
|
| 588 |
+
"grad_norm": 13.220586776733398,
|
| 589 |
+
"learning_rate": 1.770873786407767e-05,
|
| 590 |
+
"loss": 0.2558,
|
| 591 |
+
"step": 1950
|
| 592 |
+
},
|
| 593 |
+
{
|
| 594 |
+
"epoch": 2.070230607966457,
|
| 595 |
+
"grad_norm": 4.269901275634766,
|
| 596 |
+
"learning_rate": 1.7223300970873787e-05,
|
| 597 |
+
"loss": 0.2658,
|
| 598 |
+
"step": 1975
|
| 599 |
+
},
|
| 600 |
+
{
|
| 601 |
+
"epoch": 2.0964360587002098,
|
| 602 |
+
"grad_norm": 0.11073017865419388,
|
| 603 |
+
"learning_rate": 1.6737864077669905e-05,
|
| 604 |
+
"loss": 0.1196,
|
| 605 |
+
"step": 2000
|
| 606 |
+
},
|
| 607 |
+
{
|
| 608 |
+
"epoch": 2.1226415094339623,
|
| 609 |
+
"grad_norm": 0.16363948583602905,
|
| 610 |
+
"learning_rate": 1.625242718446602e-05,
|
| 611 |
+
"loss": 0.3133,
|
| 612 |
+
"step": 2025
|
| 613 |
+
},
|
| 614 |
+
{
|
| 615 |
+
"epoch": 2.148846960167715,
|
| 616 |
+
"grad_norm": 0.40826770663261414,
|
| 617 |
+
"learning_rate": 1.5766990291262138e-05,
|
| 618 |
+
"loss": 0.2075,
|
| 619 |
+
"step": 2050
|
| 620 |
+
},
|
| 621 |
+
{
|
| 622 |
+
"epoch": 2.1750524109014675,
|
| 623 |
+
"grad_norm": 0.336016982793808,
|
| 624 |
+
"learning_rate": 1.5281553398058256e-05,
|
| 625 |
+
"loss": 0.2866,
|
| 626 |
+
"step": 2075
|
| 627 |
+
},
|
| 628 |
+
{
|
| 629 |
+
"epoch": 2.20125786163522,
|
| 630 |
+
"grad_norm": 0.0927320122718811,
|
| 631 |
+
"learning_rate": 1.479611650485437e-05,
|
| 632 |
+
"loss": 0.2213,
|
| 633 |
+
"step": 2100
|
| 634 |
+
},
|
| 635 |
+
{
|
| 636 |
+
"epoch": 2.2274633123689727,
|
| 637 |
+
"grad_norm": 0.058554600924253464,
|
| 638 |
+
"learning_rate": 1.4310679611650485e-05,
|
| 639 |
+
"loss": 0.1864,
|
| 640 |
+
"step": 2125
|
| 641 |
+
},
|
| 642 |
+
{
|
| 643 |
+
"epoch": 2.2536687631027252,
|
| 644 |
+
"grad_norm": 0.06633560359477997,
|
| 645 |
+
"learning_rate": 1.3825242718446601e-05,
|
| 646 |
+
"loss": 0.2221,
|
| 647 |
+
"step": 2150
|
| 648 |
+
},
|
| 649 |
+
{
|
| 650 |
+
"epoch": 2.279874213836478,
|
| 651 |
+
"grad_norm": 24.724422454833984,
|
| 652 |
+
"learning_rate": 1.3339805825242719e-05,
|
| 653 |
+
"loss": 0.2335,
|
| 654 |
+
"step": 2175
|
| 655 |
+
},
|
| 656 |
+
{
|
| 657 |
+
"epoch": 2.3060796645702304,
|
| 658 |
+
"grad_norm": 0.0917593464255333,
|
| 659 |
+
"learning_rate": 1.2854368932038835e-05,
|
| 660 |
+
"loss": 0.2385,
|
| 661 |
+
"step": 2200
|
| 662 |
+
},
|
| 663 |
+
{
|
| 664 |
+
"epoch": 2.3322851153039834,
|
| 665 |
+
"grad_norm": 0.06267809122800827,
|
| 666 |
+
"learning_rate": 1.2368932038834952e-05,
|
| 667 |
+
"loss": 0.2185,
|
| 668 |
+
"step": 2225
|
| 669 |
+
},
|
| 670 |
+
{
|
| 671 |
+
"epoch": 2.358490566037736,
|
| 672 |
+
"grad_norm": 0.05579007416963577,
|
| 673 |
+
"learning_rate": 1.1883495145631068e-05,
|
| 674 |
+
"loss": 0.2324,
|
| 675 |
+
"step": 2250
|
| 676 |
+
},
|
| 677 |
+
{
|
| 678 |
+
"epoch": 2.3846960167714886,
|
| 679 |
+
"grad_norm": 3.492902994155884,
|
| 680 |
+
"learning_rate": 1.1398058252427186e-05,
|
| 681 |
+
"loss": 0.4154,
|
| 682 |
+
"step": 2275
|
| 683 |
+
},
|
| 684 |
+
{
|
| 685 |
+
"epoch": 2.410901467505241,
|
| 686 |
+
"grad_norm": 0.16507238149642944,
|
| 687 |
+
"learning_rate": 1.0912621359223302e-05,
|
| 688 |
+
"loss": 0.2711,
|
| 689 |
+
"step": 2300
|
| 690 |
+
},
|
| 691 |
+
{
|
| 692 |
+
"epoch": 2.4371069182389937,
|
| 693 |
+
"grad_norm": 2.3962414264678955,
|
| 694 |
+
"learning_rate": 1.0427184466019418e-05,
|
| 695 |
+
"loss": 0.2866,
|
| 696 |
+
"step": 2325
|
| 697 |
+
},
|
| 698 |
+
{
|
| 699 |
+
"epoch": 2.4633123689727463,
|
| 700 |
+
"grad_norm": 2.307986259460449,
|
| 701 |
+
"learning_rate": 9.941747572815535e-06,
|
| 702 |
+
"loss": 0.4232,
|
| 703 |
+
"step": 2350
|
| 704 |
+
},
|
| 705 |
+
{
|
| 706 |
+
"epoch": 2.489517819706499,
|
| 707 |
+
"grad_norm": 8.218997955322266,
|
| 708 |
+
"learning_rate": 9.45631067961165e-06,
|
| 709 |
+
"loss": 0.2528,
|
| 710 |
+
"step": 2375
|
| 711 |
+
},
|
| 712 |
+
{
|
| 713 |
+
"epoch": 2.5157232704402515,
|
| 714 |
+
"grad_norm": 0.10614609718322754,
|
| 715 |
+
"learning_rate": 8.970873786407767e-06,
|
| 716 |
+
"loss": 0.0532,
|
| 717 |
+
"step": 2400
|
| 718 |
+
},
|
| 719 |
+
{
|
| 720 |
+
"epoch": 2.541928721174004,
|
| 721 |
+
"grad_norm": 6.59151554107666,
|
| 722 |
+
"learning_rate": 8.485436893203883e-06,
|
| 723 |
+
"loss": 0.2535,
|
| 724 |
+
"step": 2425
|
| 725 |
+
},
|
| 726 |
+
{
|
| 727 |
+
"epoch": 2.568134171907757,
|
| 728 |
+
"grad_norm": 0.46849825978279114,
|
| 729 |
+
"learning_rate": 8.000000000000001e-06,
|
| 730 |
+
"loss": 0.2503,
|
| 731 |
+
"step": 2450
|
| 732 |
+
},
|
| 733 |
+
{
|
| 734 |
+
"epoch": 2.5943396226415096,
|
| 735 |
+
"grad_norm": 2.4090096950531006,
|
| 736 |
+
"learning_rate": 7.514563106796118e-06,
|
| 737 |
+
"loss": 0.345,
|
| 738 |
+
"step": 2475
|
| 739 |
+
},
|
| 740 |
+
{
|
| 741 |
+
"epoch": 2.620545073375262,
|
| 742 |
+
"grad_norm": 19.20216941833496,
|
| 743 |
+
"learning_rate": 7.029126213592234e-06,
|
| 744 |
+
"loss": 0.1694,
|
| 745 |
+
"step": 2500
|
| 746 |
+
},
|
| 747 |
+
{
|
| 748 |
+
"epoch": 2.646750524109015,
|
| 749 |
+
"grad_norm": 10.444535255432129,
|
| 750 |
+
"learning_rate": 6.543689320388349e-06,
|
| 751 |
+
"loss": 0.2558,
|
| 752 |
+
"step": 2525
|
| 753 |
+
},
|
| 754 |
+
{
|
| 755 |
+
"epoch": 2.6729559748427674,
|
| 756 |
+
"grad_norm": 0.15079370141029358,
|
| 757 |
+
"learning_rate": 6.058252427184466e-06,
|
| 758 |
+
"loss": 0.2905,
|
| 759 |
+
"step": 2550
|
| 760 |
+
},
|
| 761 |
+
{
|
| 762 |
+
"epoch": 2.69916142557652,
|
| 763 |
+
"grad_norm": 0.0647541806101799,
|
| 764 |
+
"learning_rate": 5.572815533980583e-06,
|
| 765 |
+
"loss": 0.1197,
|
| 766 |
+
"step": 2575
|
| 767 |
+
},
|
| 768 |
+
{
|
| 769 |
+
"epoch": 2.7253668763102725,
|
| 770 |
+
"grad_norm": 50.22942352294922,
|
| 771 |
+
"learning_rate": 5.087378640776699e-06,
|
| 772 |
+
"loss": 0.159,
|
| 773 |
+
"step": 2600
|
| 774 |
+
},
|
| 775 |
+
{
|
| 776 |
+
"epoch": 2.751572327044025,
|
| 777 |
+
"grad_norm": 0.06316754221916199,
|
| 778 |
+
"learning_rate": 4.601941747572816e-06,
|
| 779 |
+
"loss": 0.2032,
|
| 780 |
+
"step": 2625
|
| 781 |
+
},
|
| 782 |
+
{
|
| 783 |
+
"epoch": 2.7777777777777777,
|
| 784 |
+
"grad_norm": 0.06050650402903557,
|
| 785 |
+
"learning_rate": 4.116504854368932e-06,
|
| 786 |
+
"loss": 0.2446,
|
| 787 |
+
"step": 2650
|
| 788 |
+
},
|
| 789 |
+
{
|
| 790 |
+
"epoch": 2.8039832285115303,
|
| 791 |
+
"grad_norm": 7.044517993927002,
|
| 792 |
+
"learning_rate": 3.6310679611650486e-06,
|
| 793 |
+
"loss": 0.2692,
|
| 794 |
+
"step": 2675
|
| 795 |
+
},
|
| 796 |
+
{
|
| 797 |
+
"epoch": 2.830188679245283,
|
| 798 |
+
"grad_norm": 0.36540356278419495,
|
| 799 |
+
"learning_rate": 3.1456310679611653e-06,
|
| 800 |
+
"loss": 0.3174,
|
| 801 |
+
"step": 2700
|
| 802 |
+
},
|
| 803 |
+
{
|
| 804 |
+
"epoch": 2.8563941299790354,
|
| 805 |
+
"grad_norm": 1.1024131774902344,
|
| 806 |
+
"learning_rate": 2.660194174757282e-06,
|
| 807 |
+
"loss": 0.2608,
|
| 808 |
+
"step": 2725
|
| 809 |
+
},
|
| 810 |
+
{
|
| 811 |
+
"epoch": 2.882599580712788,
|
| 812 |
+
"grad_norm": 4.021923065185547,
|
| 813 |
+
"learning_rate": 2.1747572815533982e-06,
|
| 814 |
+
"loss": 0.0811,
|
| 815 |
+
"step": 2750
|
| 816 |
+
},
|
| 817 |
+
{
|
| 818 |
+
"epoch": 2.908805031446541,
|
| 819 |
+
"grad_norm": 0.10723225027322769,
|
| 820 |
+
"learning_rate": 1.6893203883495145e-06,
|
| 821 |
+
"loss": 0.097,
|
| 822 |
+
"step": 2775
|
| 823 |
+
},
|
| 824 |
+
{
|
| 825 |
+
"epoch": 2.9350104821802936,
|
| 826 |
+
"grad_norm": 0.07229924201965332,
|
| 827 |
+
"learning_rate": 1.2038834951456312e-06,
|
| 828 |
+
"loss": 0.3037,
|
| 829 |
+
"step": 2800
|
| 830 |
+
},
|
| 831 |
+
{
|
| 832 |
+
"epoch": 2.961215932914046,
|
| 833 |
+
"grad_norm": 38.69488525390625,
|
| 834 |
+
"learning_rate": 7.184466019417476e-07,
|
| 835 |
+
"loss": 0.2884,
|
| 836 |
+
"step": 2825
|
| 837 |
+
},
|
| 838 |
+
{
|
| 839 |
+
"epoch": 2.9874213836477987,
|
| 840 |
+
"grad_norm": 1.4321260452270508,
|
| 841 |
+
"learning_rate": 2.330097087378641e-07,
|
| 842 |
+
"loss": 0.3024,
|
| 843 |
+
"step": 2850
|
| 844 |
+
},
|
| 845 |
+
{
|
| 846 |
+
"epoch": 3.0,
|
| 847 |
+
"eval_accuracy": 0.9194358116184557,
|
| 848 |
+
"eval_f1_macro": 0.8947470035372601,
|
| 849 |
+
"eval_f1_micro": 0.9194358116184557,
|
| 850 |
+
"eval_f1_weighted": 0.9196235681987903,
|
| 851 |
+
"eval_loss": 0.3763463497161865,
|
| 852 |
+
"eval_precision_macro": 0.8811990938584341,
|
| 853 |
+
"eval_precision_micro": 0.9194358116184557,
|
| 854 |
+
"eval_precision_weighted": 0.9204284600348198,
|
| 855 |
+
"eval_recall_macro": 0.9094848524838759,
|
| 856 |
+
"eval_recall_micro": 0.9194358116184557,
|
| 857 |
+
"eval_recall_weighted": 0.9194358116184557,
|
| 858 |
+
"eval_runtime": 833.3591,
|
| 859 |
+
"eval_samples_per_second": 5.019,
|
| 860 |
+
"eval_steps_per_second": 0.314,
|
| 861 |
+
"step": 2862
|
| 862 |
+
}
|
| 863 |
+
],
|
| 864 |
+
"logging_steps": 25,
|
| 865 |
+
"max_steps": 2862,
|
| 866 |
+
"num_input_tokens_seen": 0,
|
| 867 |
+
"num_train_epochs": 3,
|
| 868 |
+
"save_steps": 500,
|
| 869 |
+
"stateful_callbacks": {
|
| 870 |
+
"EarlyStoppingCallback": {
|
| 871 |
+
"args": {
|
| 872 |
+
"early_stopping_patience": 5,
|
| 873 |
+
"early_stopping_threshold": 0.01
|
| 874 |
+
},
|
| 875 |
+
"attributes": {
|
| 876 |
+
"early_stopping_patience_counter": 0
|
| 877 |
+
}
|
| 878 |
+
},
|
| 879 |
+
"TrainerControl": {
|
| 880 |
+
"args": {
|
| 881 |
+
"should_epoch_stop": false,
|
| 882 |
+
"should_evaluate": false,
|
| 883 |
+
"should_log": false,
|
| 884 |
+
"should_save": true,
|
| 885 |
+
"should_training_stop": true
|
| 886 |
+
},
|
| 887 |
+
"attributes": {}
|
| 888 |
+
}
|
| 889 |
+
},
|
| 890 |
+
"total_flos": 1505115067765248.0,
|
| 891 |
+
"train_batch_size": 8,
|
| 892 |
+
"trial_name": null,
|
| 893 |
+
"trial_params": null
|
| 894 |
+
}
|
checkpoint-2862/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b59ed06c5ec53c5e419a23d037aee62a6cf11f8e3f2206f5e7df1ebb9e9894f6
|
| 3 |
+
size 5176
|
config.json
ADDED
|
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "vinai/phobert-base-v2",
|
| 3 |
+
"_num_labels": 6,
|
| 4 |
+
"architectures": [
|
| 5 |
+
"RobertaForSequenceClassification"
|
| 6 |
+
],
|
| 7 |
+
"attention_probs_dropout_prob": 0.1,
|
| 8 |
+
"bos_token_id": 0,
|
| 9 |
+
"classifier_dropout": null,
|
| 10 |
+
"eos_token_id": 2,
|
| 11 |
+
"hidden_act": "gelu",
|
| 12 |
+
"hidden_dropout_prob": 0.1,
|
| 13 |
+
"hidden_size": 768,
|
| 14 |
+
"id2label": {
|
| 15 |
+
"0": "2733522",
|
| 16 |
+
"1": "2733534",
|
| 17 |
+
"2": "2733540",
|
| 18 |
+
"3": "2733546",
|
| 19 |
+
"4": "2733552",
|
| 20 |
+
"5": "2733570"
|
| 21 |
+
},
|
| 22 |
+
"initializer_range": 0.02,
|
| 23 |
+
"intermediate_size": 3072,
|
| 24 |
+
"label2id": {
|
| 25 |
+
"2733522": 0,
|
| 26 |
+
"2733534": 1,
|
| 27 |
+
"2733540": 2,
|
| 28 |
+
"2733546": 3,
|
| 29 |
+
"2733552": 4,
|
| 30 |
+
"2733570": 5
|
| 31 |
+
},
|
| 32 |
+
"layer_norm_eps": 1e-05,
|
| 33 |
+
"max_position_embeddings": 258,
|
| 34 |
+
"model_type": "roberta",
|
| 35 |
+
"num_attention_heads": 12,
|
| 36 |
+
"num_hidden_layers": 12,
|
| 37 |
+
"pad_token_id": 1,
|
| 38 |
+
"position_embedding_type": "absolute",
|
| 39 |
+
"problem_type": "single_label_classification",
|
| 40 |
+
"tokenizer_class": "PhobertTokenizer",
|
| 41 |
+
"torch_dtype": "float32",
|
| 42 |
+
"transformers_version": "4.42.2",
|
| 43 |
+
"type_vocab_size": 1,
|
| 44 |
+
"use_cache": true,
|
| 45 |
+
"vocab_size": 64001
|
| 46 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:690730a8b78a9ee5be3d7ebe456225c54d25dda514619217793eb22fd46fdc1e
|
| 3 |
+
size 540035688
|
runs/Jul19_08-09-13_r-daccuong2002-runmay4-ndr9vdx7-9196b-ai5k0/events.out.tfevents.1721376553.r-daccuong2002-runmay4-ndr9vdx7-9196b-ai5k0.96.0
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 sha256:917e2c7feb5117041c54a4a92c165f8f090785582141f7e825d6cc7c94669cda
|
| 3 |
+
size 32143
|
runs/Jul19_08-09-13_r-daccuong2002-runmay4-ndr9vdx7-9196b-ai5k0/events.out.tfevents.1721396911.r-daccuong2002-runmay4-ndr9vdx7-9196b-ai5k0.96.1
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7e950e3e6d50c4bd9cb2cd07dfea7e78e0285219d08b4c3659de7d5c5ef1990d
|
| 3 |
+
size 921
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token": "<s>",
|
| 3 |
+
"cls_token": "<s>",
|
| 4 |
+
"eos_token": "</s>",
|
| 5 |
+
"mask_token": "<mask>",
|
| 6 |
+
"pad_token": "<pad>",
|
| 7 |
+
"sep_token": "</s>",
|
| 8 |
+
"unk_token": "<unk>"
|
| 9 |
+
}
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,54 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "<s>",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"1": {
|
| 12 |
+
"content": "<pad>",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"2": {
|
| 20 |
+
"content": "</s>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"3": {
|
| 28 |
+
"content": "<unk>",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"64000": {
|
| 36 |
+
"content": "<mask>",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": false,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
}
|
| 43 |
+
},
|
| 44 |
+
"bos_token": "<s>",
|
| 45 |
+
"clean_up_tokenization_spaces": true,
|
| 46 |
+
"cls_token": "<s>",
|
| 47 |
+
"eos_token": "</s>",
|
| 48 |
+
"mask_token": "<mask>",
|
| 49 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 50 |
+
"pad_token": "<pad>",
|
| 51 |
+
"sep_token": "</s>",
|
| 52 |
+
"tokenizer_class": "PhobertTokenizer",
|
| 53 |
+
"unk_token": "<unk>"
|
| 54 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b59ed06c5ec53c5e419a23d037aee62a6cf11f8e3f2206f5e7df1ebb9e9894f6
|
| 3 |
+
size 5176
|
training_params.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"data_path": "PhoBert-SingleLabel-KMeans/autotrain-data",
|
| 3 |
+
"model": "vinai/phobert-base-v2",
|
| 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": "PhoBert-SingleLabel-KMeans",
|
| 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": "daccuong2002",
|
| 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
|
|
|