Upload 10 files
Browse files- config.json +42 -0
- model.safetensors +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +58 -0
- trainer_state.json +853 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
ADDED
|
@@ -0,0 +1,42 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "beomi/kcbert-base",
|
| 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": "LABEL_0",
|
| 14 |
+
"1": "LABEL_1",
|
| 15 |
+
"2": "LABEL_2"
|
| 16 |
+
},
|
| 17 |
+
"initializer_range": 0.02,
|
| 18 |
+
"intermediate_size": 3072,
|
| 19 |
+
"label2id": {
|
| 20 |
+
"LABEL_0": 0,
|
| 21 |
+
"LABEL_1": 1,
|
| 22 |
+
"LABEL_2": 2
|
| 23 |
+
},
|
| 24 |
+
"layer_norm_eps": 1e-12,
|
| 25 |
+
"max_position_embeddings": 300,
|
| 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": "single_label_classification",
|
| 37 |
+
"torch_dtype": "float32",
|
| 38 |
+
"transformers_version": "4.49.0",
|
| 39 |
+
"type_vocab_size": 2,
|
| 40 |
+
"use_cache": true,
|
| 41 |
+
"vocab_size": 30000
|
| 42 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0e0badb4647cee5a1a8da676e33cee9c66a5296c30d335b77d5b2c4430b38365
|
| 3 |
+
size 435706868
|
rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8fe3b8e8655e0230758b69ece5742ce7dc19a325a467f8cb6daca13a91342921
|
| 3 |
+
size 14244
|
scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e791ab9d80f86918218addbef8bc409a05b5b07389076fdc345d3c8a1dbeb519
|
| 3 |
+
size 1064
|
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 +1,58 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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 |
+
"1": {
|
| 12 |
+
"content": "[UNK]",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"2": {
|
| 20 |
+
"content": "[CLS]",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"3": {
|
| 28 |
+
"content": "[SEP]",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"4": {
|
| 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": true,
|
| 45 |
+
"cls_token": "[CLS]",
|
| 46 |
+
"do_basic_tokenize": true,
|
| 47 |
+
"do_lower_case": false,
|
| 48 |
+
"extra_special_tokens": {},
|
| 49 |
+
"mask_token": "[MASK]",
|
| 50 |
+
"model_max_length": 300,
|
| 51 |
+
"never_split": null,
|
| 52 |
+
"pad_token": "[PAD]",
|
| 53 |
+
"sep_token": "[SEP]",
|
| 54 |
+
"strip_accents": null,
|
| 55 |
+
"tokenize_chinese_chars": true,
|
| 56 |
+
"tokenizer_class": "BertTokenizer",
|
| 57 |
+
"unk_token": "[UNK]"
|
| 58 |
+
}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,853 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.9087747458533976,
|
| 3 |
+
"best_model_checkpoint": "./checkpoints/beomi_kcbert-base\\checkpoint-5607",
|
| 4 |
+
"epoch": 3.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 5607,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.02675227394328518,
|
| 13 |
+
"grad_norm": 5.228867053985596,
|
| 14 |
+
"learning_rate": 1.9821651507044767e-05,
|
| 15 |
+
"loss": 0.8035,
|
| 16 |
+
"step": 50
|
| 17 |
+
},
|
| 18 |
+
{
|
| 19 |
+
"epoch": 0.05350454788657036,
|
| 20 |
+
"grad_norm": 20.66253662109375,
|
| 21 |
+
"learning_rate": 1.9643303014089533e-05,
|
| 22 |
+
"loss": 0.5287,
|
| 23 |
+
"step": 100
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"epoch": 0.08025682182985554,
|
| 27 |
+
"grad_norm": 9.66049575805664,
|
| 28 |
+
"learning_rate": 1.94649545211343e-05,
|
| 29 |
+
"loss": 0.5059,
|
| 30 |
+
"step": 150
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"epoch": 0.10700909577314072,
|
| 34 |
+
"grad_norm": 12.687285423278809,
|
| 35 |
+
"learning_rate": 1.9286606028179064e-05,
|
| 36 |
+
"loss": 0.5266,
|
| 37 |
+
"step": 200
|
| 38 |
+
},
|
| 39 |
+
{
|
| 40 |
+
"epoch": 0.1337613697164259,
|
| 41 |
+
"grad_norm": 13.331902503967285,
|
| 42 |
+
"learning_rate": 1.910825753522383e-05,
|
| 43 |
+
"loss": 0.4482,
|
| 44 |
+
"step": 250
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"epoch": 0.16051364365971107,
|
| 48 |
+
"grad_norm": 6.606617450714111,
|
| 49 |
+
"learning_rate": 1.8929909042268595e-05,
|
| 50 |
+
"loss": 0.4771,
|
| 51 |
+
"step": 300
|
| 52 |
+
},
|
| 53 |
+
{
|
| 54 |
+
"epoch": 0.18726591760299627,
|
| 55 |
+
"grad_norm": 3.6321372985839844,
|
| 56 |
+
"learning_rate": 1.8751560549313357e-05,
|
| 57 |
+
"loss": 0.5196,
|
| 58 |
+
"step": 350
|
| 59 |
+
},
|
| 60 |
+
{
|
| 61 |
+
"epoch": 0.21401819154628143,
|
| 62 |
+
"grad_norm": 5.700988292694092,
|
| 63 |
+
"learning_rate": 1.8573212056358126e-05,
|
| 64 |
+
"loss": 0.4296,
|
| 65 |
+
"step": 400
|
| 66 |
+
},
|
| 67 |
+
{
|
| 68 |
+
"epoch": 0.24077046548956663,
|
| 69 |
+
"grad_norm": 14.550703048706055,
|
| 70 |
+
"learning_rate": 1.8394863563402892e-05,
|
| 71 |
+
"loss": 0.4121,
|
| 72 |
+
"step": 450
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"epoch": 0.2675227394328518,
|
| 76 |
+
"grad_norm": 11.130396842956543,
|
| 77 |
+
"learning_rate": 1.8216515070447654e-05,
|
| 78 |
+
"loss": 0.4423,
|
| 79 |
+
"step": 500
|
| 80 |
+
},
|
| 81 |
+
{
|
| 82 |
+
"epoch": 0.294275013376137,
|
| 83 |
+
"grad_norm": 13.779672622680664,
|
| 84 |
+
"learning_rate": 1.8038166577492423e-05,
|
| 85 |
+
"loss": 0.3953,
|
| 86 |
+
"step": 550
|
| 87 |
+
},
|
| 88 |
+
{
|
| 89 |
+
"epoch": 0.32102728731942215,
|
| 90 |
+
"grad_norm": 7.454031944274902,
|
| 91 |
+
"learning_rate": 1.7859818084537185e-05,
|
| 92 |
+
"loss": 0.3708,
|
| 93 |
+
"step": 600
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"epoch": 0.3477795612627073,
|
| 97 |
+
"grad_norm": 5.720978260040283,
|
| 98 |
+
"learning_rate": 1.768146959158195e-05,
|
| 99 |
+
"loss": 0.421,
|
| 100 |
+
"step": 650
|
| 101 |
+
},
|
| 102 |
+
{
|
| 103 |
+
"epoch": 0.37453183520599254,
|
| 104 |
+
"grad_norm": 14.370809555053711,
|
| 105 |
+
"learning_rate": 1.750312109862672e-05,
|
| 106 |
+
"loss": 0.4154,
|
| 107 |
+
"step": 700
|
| 108 |
+
},
|
| 109 |
+
{
|
| 110 |
+
"epoch": 0.4012841091492777,
|
| 111 |
+
"grad_norm": 3.7566840648651123,
|
| 112 |
+
"learning_rate": 1.7324772605671482e-05,
|
| 113 |
+
"loss": 0.3827,
|
| 114 |
+
"step": 750
|
| 115 |
+
},
|
| 116 |
+
{
|
| 117 |
+
"epoch": 0.42803638309256287,
|
| 118 |
+
"grad_norm": 13.605573654174805,
|
| 119 |
+
"learning_rate": 1.7146424112716248e-05,
|
| 120 |
+
"loss": 0.3827,
|
| 121 |
+
"step": 800
|
| 122 |
+
},
|
| 123 |
+
{
|
| 124 |
+
"epoch": 0.45478865703584803,
|
| 125 |
+
"grad_norm": 3.2871532440185547,
|
| 126 |
+
"learning_rate": 1.6968075619761017e-05,
|
| 127 |
+
"loss": 0.4183,
|
| 128 |
+
"step": 850
|
| 129 |
+
},
|
| 130 |
+
{
|
| 131 |
+
"epoch": 0.48154093097913325,
|
| 132 |
+
"grad_norm": 5.473564624786377,
|
| 133 |
+
"learning_rate": 1.678972712680578e-05,
|
| 134 |
+
"loss": 0.3829,
|
| 135 |
+
"step": 900
|
| 136 |
+
},
|
| 137 |
+
{
|
| 138 |
+
"epoch": 0.5082932049224184,
|
| 139 |
+
"grad_norm": 20.812192916870117,
|
| 140 |
+
"learning_rate": 1.6611378633850545e-05,
|
| 141 |
+
"loss": 0.3746,
|
| 142 |
+
"step": 950
|
| 143 |
+
},
|
| 144 |
+
{
|
| 145 |
+
"epoch": 0.5350454788657036,
|
| 146 |
+
"grad_norm": 9.71611499786377,
|
| 147 |
+
"learning_rate": 1.643303014089531e-05,
|
| 148 |
+
"loss": 0.3721,
|
| 149 |
+
"step": 1000
|
| 150 |
+
},
|
| 151 |
+
{
|
| 152 |
+
"epoch": 0.5617977528089888,
|
| 153 |
+
"grad_norm": 9.370783805847168,
|
| 154 |
+
"learning_rate": 1.6254681647940076e-05,
|
| 155 |
+
"loss": 0.3902,
|
| 156 |
+
"step": 1050
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"epoch": 0.588550026752274,
|
| 160 |
+
"grad_norm": 5.628559112548828,
|
| 161 |
+
"learning_rate": 1.607633315498484e-05,
|
| 162 |
+
"loss": 0.3221,
|
| 163 |
+
"step": 1100
|
| 164 |
+
},
|
| 165 |
+
{
|
| 166 |
+
"epoch": 0.6153023006955591,
|
| 167 |
+
"grad_norm": 9.518179893493652,
|
| 168 |
+
"learning_rate": 1.5897984662029607e-05,
|
| 169 |
+
"loss": 0.3722,
|
| 170 |
+
"step": 1150
|
| 171 |
+
},
|
| 172 |
+
{
|
| 173 |
+
"epoch": 0.6420545746388443,
|
| 174 |
+
"grad_norm": 12.84173583984375,
|
| 175 |
+
"learning_rate": 1.5719636169074372e-05,
|
| 176 |
+
"loss": 0.3963,
|
| 177 |
+
"step": 1200
|
| 178 |
+
},
|
| 179 |
+
{
|
| 180 |
+
"epoch": 0.6688068485821295,
|
| 181 |
+
"grad_norm": 2.825850486755371,
|
| 182 |
+
"learning_rate": 1.5541287676119138e-05,
|
| 183 |
+
"loss": 0.3787,
|
| 184 |
+
"step": 1250
|
| 185 |
+
},
|
| 186 |
+
{
|
| 187 |
+
"epoch": 0.6955591225254146,
|
| 188 |
+
"grad_norm": 18.818218231201172,
|
| 189 |
+
"learning_rate": 1.5362939183163904e-05,
|
| 190 |
+
"loss": 0.3443,
|
| 191 |
+
"step": 1300
|
| 192 |
+
},
|
| 193 |
+
{
|
| 194 |
+
"epoch": 0.7223113964686998,
|
| 195 |
+
"grad_norm": 8.157448768615723,
|
| 196 |
+
"learning_rate": 1.518459069020867e-05,
|
| 197 |
+
"loss": 0.3857,
|
| 198 |
+
"step": 1350
|
| 199 |
+
},
|
| 200 |
+
{
|
| 201 |
+
"epoch": 0.7490636704119851,
|
| 202 |
+
"grad_norm": 6.142508029937744,
|
| 203 |
+
"learning_rate": 1.5006242197253433e-05,
|
| 204 |
+
"loss": 0.3516,
|
| 205 |
+
"step": 1400
|
| 206 |
+
},
|
| 207 |
+
{
|
| 208 |
+
"epoch": 0.7758159443552702,
|
| 209 |
+
"grad_norm": 13.665266990661621,
|
| 210 |
+
"learning_rate": 1.48278937042982e-05,
|
| 211 |
+
"loss": 0.3564,
|
| 212 |
+
"step": 1450
|
| 213 |
+
},
|
| 214 |
+
{
|
| 215 |
+
"epoch": 0.8025682182985554,
|
| 216 |
+
"grad_norm": 6.96636962890625,
|
| 217 |
+
"learning_rate": 1.4649545211342966e-05,
|
| 218 |
+
"loss": 0.3241,
|
| 219 |
+
"step": 1500
|
| 220 |
+
},
|
| 221 |
+
{
|
| 222 |
+
"epoch": 0.8293204922418406,
|
| 223 |
+
"grad_norm": 4.158944606781006,
|
| 224 |
+
"learning_rate": 1.447119671838773e-05,
|
| 225 |
+
"loss": 0.3507,
|
| 226 |
+
"step": 1550
|
| 227 |
+
},
|
| 228 |
+
{
|
| 229 |
+
"epoch": 0.8560727661851257,
|
| 230 |
+
"grad_norm": 12.31186294555664,
|
| 231 |
+
"learning_rate": 1.4292848225432496e-05,
|
| 232 |
+
"loss": 0.3741,
|
| 233 |
+
"step": 1600
|
| 234 |
+
},
|
| 235 |
+
{
|
| 236 |
+
"epoch": 0.8828250401284109,
|
| 237 |
+
"grad_norm": 8.98780632019043,
|
| 238 |
+
"learning_rate": 1.4114499732477263e-05,
|
| 239 |
+
"loss": 0.3327,
|
| 240 |
+
"step": 1650
|
| 241 |
+
},
|
| 242 |
+
{
|
| 243 |
+
"epoch": 0.9095773140716961,
|
| 244 |
+
"grad_norm": 4.7375335693359375,
|
| 245 |
+
"learning_rate": 1.3936151239522027e-05,
|
| 246 |
+
"loss": 0.3146,
|
| 247 |
+
"step": 1700
|
| 248 |
+
},
|
| 249 |
+
{
|
| 250 |
+
"epoch": 0.9363295880149812,
|
| 251 |
+
"grad_norm": 7.906491756439209,
|
| 252 |
+
"learning_rate": 1.3757802746566792e-05,
|
| 253 |
+
"loss": 0.3437,
|
| 254 |
+
"step": 1750
|
| 255 |
+
},
|
| 256 |
+
{
|
| 257 |
+
"epoch": 0.9630818619582665,
|
| 258 |
+
"grad_norm": 3.6906189918518066,
|
| 259 |
+
"learning_rate": 1.3579454253611556e-05,
|
| 260 |
+
"loss": 0.3023,
|
| 261 |
+
"step": 1800
|
| 262 |
+
},
|
| 263 |
+
{
|
| 264 |
+
"epoch": 0.9898341359015517,
|
| 265 |
+
"grad_norm": 9.612889289855957,
|
| 266 |
+
"learning_rate": 1.3401105760656324e-05,
|
| 267 |
+
"loss": 0.2908,
|
| 268 |
+
"step": 1850
|
| 269 |
+
},
|
| 270 |
+
{
|
| 271 |
+
"epoch": 1.0,
|
| 272 |
+
"eval_accuracy": 0.8865703584804708,
|
| 273 |
+
"eval_f1": 0.8776064533107432,
|
| 274 |
+
"eval_loss": 0.2936590015888214,
|
| 275 |
+
"eval_precision": 0.879542702484244,
|
| 276 |
+
"eval_recall": 0.8757295845022814,
|
| 277 |
+
"eval_runtime": 2.8948,
|
| 278 |
+
"eval_samples_per_second": 1291.298,
|
| 279 |
+
"eval_steps_per_second": 80.836,
|
| 280 |
+
"step": 1869
|
| 281 |
+
},
|
| 282 |
+
{
|
| 283 |
+
"epoch": 1.0165864098448367,
|
| 284 |
+
"grad_norm": 5.979121685028076,
|
| 285 |
+
"learning_rate": 1.3222757267701089e-05,
|
| 286 |
+
"loss": 0.2547,
|
| 287 |
+
"step": 1900
|
| 288 |
+
},
|
| 289 |
+
{
|
| 290 |
+
"epoch": 1.043338683788122,
|
| 291 |
+
"grad_norm": 3.420891284942627,
|
| 292 |
+
"learning_rate": 1.3044408774745853e-05,
|
| 293 |
+
"loss": 0.2483,
|
| 294 |
+
"step": 1950
|
| 295 |
+
},
|
| 296 |
+
{
|
| 297 |
+
"epoch": 1.070090957731407,
|
| 298 |
+
"grad_norm": 6.0562520027160645,
|
| 299 |
+
"learning_rate": 1.286606028179062e-05,
|
| 300 |
+
"loss": 0.2334,
|
| 301 |
+
"step": 2000
|
| 302 |
+
},
|
| 303 |
+
{
|
| 304 |
+
"epoch": 1.0968432316746923,
|
| 305 |
+
"grad_norm": 5.684343338012695,
|
| 306 |
+
"learning_rate": 1.2687711788835386e-05,
|
| 307 |
+
"loss": 0.2165,
|
| 308 |
+
"step": 2050
|
| 309 |
+
},
|
| 310 |
+
{
|
| 311 |
+
"epoch": 1.1235955056179776,
|
| 312 |
+
"grad_norm": 12.342307090759277,
|
| 313 |
+
"learning_rate": 1.250936329588015e-05,
|
| 314 |
+
"loss": 0.2185,
|
| 315 |
+
"step": 2100
|
| 316 |
+
},
|
| 317 |
+
{
|
| 318 |
+
"epoch": 1.1503477795612627,
|
| 319 |
+
"grad_norm": 10.415166854858398,
|
| 320 |
+
"learning_rate": 1.2331014802924917e-05,
|
| 321 |
+
"loss": 0.2436,
|
| 322 |
+
"step": 2150
|
| 323 |
+
},
|
| 324 |
+
{
|
| 325 |
+
"epoch": 1.177100053504548,
|
| 326 |
+
"grad_norm": 24.330848693847656,
|
| 327 |
+
"learning_rate": 1.2152666309969681e-05,
|
| 328 |
+
"loss": 0.2218,
|
| 329 |
+
"step": 2200
|
| 330 |
+
},
|
| 331 |
+
{
|
| 332 |
+
"epoch": 1.203852327447833,
|
| 333 |
+
"grad_norm": 19.10972785949707,
|
| 334 |
+
"learning_rate": 1.1974317817014447e-05,
|
| 335 |
+
"loss": 0.2268,
|
| 336 |
+
"step": 2250
|
| 337 |
+
},
|
| 338 |
+
{
|
| 339 |
+
"epoch": 1.2306046013911183,
|
| 340 |
+
"grad_norm": 5.752458572387695,
|
| 341 |
+
"learning_rate": 1.1795969324059214e-05,
|
| 342 |
+
"loss": 0.1923,
|
| 343 |
+
"step": 2300
|
| 344 |
+
},
|
| 345 |
+
{
|
| 346 |
+
"epoch": 1.2573568753344033,
|
| 347 |
+
"grad_norm": 7.389070510864258,
|
| 348 |
+
"learning_rate": 1.1617620831103978e-05,
|
| 349 |
+
"loss": 0.2207,
|
| 350 |
+
"step": 2350
|
| 351 |
+
},
|
| 352 |
+
{
|
| 353 |
+
"epoch": 1.2841091492776886,
|
| 354 |
+
"grad_norm": 8.551554679870605,
|
| 355 |
+
"learning_rate": 1.1439272338148743e-05,
|
| 356 |
+
"loss": 0.2634,
|
| 357 |
+
"step": 2400
|
| 358 |
+
},
|
| 359 |
+
{
|
| 360 |
+
"epoch": 1.3108614232209739,
|
| 361 |
+
"grad_norm": 8.443785667419434,
|
| 362 |
+
"learning_rate": 1.126092384519351e-05,
|
| 363 |
+
"loss": 0.2116,
|
| 364 |
+
"step": 2450
|
| 365 |
+
},
|
| 366 |
+
{
|
| 367 |
+
"epoch": 1.337613697164259,
|
| 368 |
+
"grad_norm": 0.6092638969421387,
|
| 369 |
+
"learning_rate": 1.1082575352238275e-05,
|
| 370 |
+
"loss": 0.2033,
|
| 371 |
+
"step": 2500
|
| 372 |
+
},
|
| 373 |
+
{
|
| 374 |
+
"epoch": 1.3643659711075442,
|
| 375 |
+
"grad_norm": 2.732888698577881,
|
| 376 |
+
"learning_rate": 1.090422685928304e-05,
|
| 377 |
+
"loss": 0.2469,
|
| 378 |
+
"step": 2550
|
| 379 |
+
},
|
| 380 |
+
{
|
| 381 |
+
"epoch": 1.3911182450508293,
|
| 382 |
+
"grad_norm": 5.319647312164307,
|
| 383 |
+
"learning_rate": 1.0725878366327804e-05,
|
| 384 |
+
"loss": 0.2212,
|
| 385 |
+
"step": 2600
|
| 386 |
+
},
|
| 387 |
+
{
|
| 388 |
+
"epoch": 1.4178705189941145,
|
| 389 |
+
"grad_norm": 7.216152191162109,
|
| 390 |
+
"learning_rate": 1.0547529873372571e-05,
|
| 391 |
+
"loss": 0.2124,
|
| 392 |
+
"step": 2650
|
| 393 |
+
},
|
| 394 |
+
{
|
| 395 |
+
"epoch": 1.4446227929373996,
|
| 396 |
+
"grad_norm": 9.755507469177246,
|
| 397 |
+
"learning_rate": 1.0369181380417337e-05,
|
| 398 |
+
"loss": 0.2129,
|
| 399 |
+
"step": 2700
|
| 400 |
+
},
|
| 401 |
+
{
|
| 402 |
+
"epoch": 1.4713750668806849,
|
| 403 |
+
"grad_norm": 14.041426658630371,
|
| 404 |
+
"learning_rate": 1.01908328874621e-05,
|
| 405 |
+
"loss": 0.1971,
|
| 406 |
+
"step": 2750
|
| 407 |
+
},
|
| 408 |
+
{
|
| 409 |
+
"epoch": 1.4981273408239701,
|
| 410 |
+
"grad_norm": 14.255478858947754,
|
| 411 |
+
"learning_rate": 1.0012484394506868e-05,
|
| 412 |
+
"loss": 0.1675,
|
| 413 |
+
"step": 2800
|
| 414 |
+
},
|
| 415 |
+
{
|
| 416 |
+
"epoch": 1.5248796147672552,
|
| 417 |
+
"grad_norm": 2.1935946941375732,
|
| 418 |
+
"learning_rate": 9.834135901551632e-06,
|
| 419 |
+
"loss": 0.2042,
|
| 420 |
+
"step": 2850
|
| 421 |
+
},
|
| 422 |
+
{
|
| 423 |
+
"epoch": 1.5516318887105403,
|
| 424 |
+
"grad_norm": 8.990334510803223,
|
| 425 |
+
"learning_rate": 9.655787408596398e-06,
|
| 426 |
+
"loss": 0.226,
|
| 427 |
+
"step": 2900
|
| 428 |
+
},
|
| 429 |
+
{
|
| 430 |
+
"epoch": 1.5783841626538255,
|
| 431 |
+
"grad_norm": 2.0768239498138428,
|
| 432 |
+
"learning_rate": 9.477438915641163e-06,
|
| 433 |
+
"loss": 0.1659,
|
| 434 |
+
"step": 2950
|
| 435 |
+
},
|
| 436 |
+
{
|
| 437 |
+
"epoch": 1.6051364365971108,
|
| 438 |
+
"grad_norm": 9.156929016113281,
|
| 439 |
+
"learning_rate": 9.299090422685929e-06,
|
| 440 |
+
"loss": 0.2023,
|
| 441 |
+
"step": 3000
|
| 442 |
+
},
|
| 443 |
+
{
|
| 444 |
+
"epoch": 1.6318887105403959,
|
| 445 |
+
"grad_norm": 9.479352951049805,
|
| 446 |
+
"learning_rate": 9.120741929730694e-06,
|
| 447 |
+
"loss": 0.2452,
|
| 448 |
+
"step": 3050
|
| 449 |
+
},
|
| 450 |
+
{
|
| 451 |
+
"epoch": 1.6586409844836811,
|
| 452 |
+
"grad_norm": 10.488241195678711,
|
| 453 |
+
"learning_rate": 8.94239343677546e-06,
|
| 454 |
+
"loss": 0.1783,
|
| 455 |
+
"step": 3100
|
| 456 |
+
},
|
| 457 |
+
{
|
| 458 |
+
"epoch": 1.6853932584269664,
|
| 459 |
+
"grad_norm": 24.130321502685547,
|
| 460 |
+
"learning_rate": 8.764044943820226e-06,
|
| 461 |
+
"loss": 0.261,
|
| 462 |
+
"step": 3150
|
| 463 |
+
},
|
| 464 |
+
{
|
| 465 |
+
"epoch": 1.7121455323702515,
|
| 466 |
+
"grad_norm": 14.768345832824707,
|
| 467 |
+
"learning_rate": 8.585696450864991e-06,
|
| 468 |
+
"loss": 0.219,
|
| 469 |
+
"step": 3200
|
| 470 |
+
},
|
| 471 |
+
{
|
| 472 |
+
"epoch": 1.7388978063135365,
|
| 473 |
+
"grad_norm": 15.370089530944824,
|
| 474 |
+
"learning_rate": 8.407347957909757e-06,
|
| 475 |
+
"loss": 0.1993,
|
| 476 |
+
"step": 3250
|
| 477 |
+
},
|
| 478 |
+
{
|
| 479 |
+
"epoch": 1.7656500802568218,
|
| 480 |
+
"grad_norm": 3.223907232284546,
|
| 481 |
+
"learning_rate": 8.22899946495452e-06,
|
| 482 |
+
"loss": 0.1752,
|
| 483 |
+
"step": 3300
|
| 484 |
+
},
|
| 485 |
+
{
|
| 486 |
+
"epoch": 1.792402354200107,
|
| 487 |
+
"grad_norm": 11.258790016174316,
|
| 488 |
+
"learning_rate": 8.050650971999288e-06,
|
| 489 |
+
"loss": 0.1844,
|
| 490 |
+
"step": 3350
|
| 491 |
+
},
|
| 492 |
+
{
|
| 493 |
+
"epoch": 1.8191546281433921,
|
| 494 |
+
"grad_norm": 2.2796430587768555,
|
| 495 |
+
"learning_rate": 7.872302479044054e-06,
|
| 496 |
+
"loss": 0.1728,
|
| 497 |
+
"step": 3400
|
| 498 |
+
},
|
| 499 |
+
{
|
| 500 |
+
"epoch": 1.8459069020866774,
|
| 501 |
+
"grad_norm": 7.105353355407715,
|
| 502 |
+
"learning_rate": 7.693953986088817e-06,
|
| 503 |
+
"loss": 0.2508,
|
| 504 |
+
"step": 3450
|
| 505 |
+
},
|
| 506 |
+
{
|
| 507 |
+
"epoch": 1.8726591760299627,
|
| 508 |
+
"grad_norm": 3.3236451148986816,
|
| 509 |
+
"learning_rate": 7.515605493133583e-06,
|
| 510 |
+
"loss": 0.1902,
|
| 511 |
+
"step": 3500
|
| 512 |
+
},
|
| 513 |
+
{
|
| 514 |
+
"epoch": 1.8994114499732477,
|
| 515 |
+
"grad_norm": 17.00351905822754,
|
| 516 |
+
"learning_rate": 7.3372570001783495e-06,
|
| 517 |
+
"loss": 0.1954,
|
| 518 |
+
"step": 3550
|
| 519 |
+
},
|
| 520 |
+
{
|
| 521 |
+
"epoch": 1.9261637239165328,
|
| 522 |
+
"grad_norm": 5.1884331703186035,
|
| 523 |
+
"learning_rate": 7.158908507223114e-06,
|
| 524 |
+
"loss": 0.1975,
|
| 525 |
+
"step": 3600
|
| 526 |
+
},
|
| 527 |
+
{
|
| 528 |
+
"epoch": 1.952915997859818,
|
| 529 |
+
"grad_norm": 7.371060848236084,
|
| 530 |
+
"learning_rate": 6.98056001426788e-06,
|
| 531 |
+
"loss": 0.1979,
|
| 532 |
+
"step": 3650
|
| 533 |
+
},
|
| 534 |
+
{
|
| 535 |
+
"epoch": 1.9796682718031033,
|
| 536 |
+
"grad_norm": 14.774871826171875,
|
| 537 |
+
"learning_rate": 6.8022115213126446e-06,
|
| 538 |
+
"loss": 0.1868,
|
| 539 |
+
"step": 3700
|
| 540 |
+
},
|
| 541 |
+
{
|
| 542 |
+
"epoch": 2.0,
|
| 543 |
+
"eval_accuracy": 0.9018191546281434,
|
| 544 |
+
"eval_f1": 0.8926409675168582,
|
| 545 |
+
"eval_loss": 0.2982310950756073,
|
| 546 |
+
"eval_precision": 0.9016177612582297,
|
| 547 |
+
"eval_recall": 0.8848553089710288,
|
| 548 |
+
"eval_runtime": 3.0671,
|
| 549 |
+
"eval_samples_per_second": 1218.757,
|
| 550 |
+
"eval_steps_per_second": 76.295,
|
| 551 |
+
"step": 3738
|
| 552 |
+
},
|
| 553 |
+
{
|
| 554 |
+
"epoch": 2.0064205457463884,
|
| 555 |
+
"grad_norm": 2.9711053371429443,
|
| 556 |
+
"learning_rate": 6.623863028357411e-06,
|
| 557 |
+
"loss": 0.1811,
|
| 558 |
+
"step": 3750
|
| 559 |
+
},
|
| 560 |
+
{
|
| 561 |
+
"epoch": 2.0331728196896734,
|
| 562 |
+
"grad_norm": 11.470788955688477,
|
| 563 |
+
"learning_rate": 6.445514535402177e-06,
|
| 564 |
+
"loss": 0.1382,
|
| 565 |
+
"step": 3800
|
| 566 |
+
},
|
| 567 |
+
{
|
| 568 |
+
"epoch": 2.059925093632959,
|
| 569 |
+
"grad_norm": 3.6617465019226074,
|
| 570 |
+
"learning_rate": 6.267166042446941e-06,
|
| 571 |
+
"loss": 0.1374,
|
| 572 |
+
"step": 3850
|
| 573 |
+
},
|
| 574 |
+
{
|
| 575 |
+
"epoch": 2.086677367576244,
|
| 576 |
+
"grad_norm": 14.748554229736328,
|
| 577 |
+
"learning_rate": 6.088817549491707e-06,
|
| 578 |
+
"loss": 0.0932,
|
| 579 |
+
"step": 3900
|
| 580 |
+
},
|
| 581 |
+
{
|
| 582 |
+
"epoch": 2.113429641519529,
|
| 583 |
+
"grad_norm": 2.309537172317505,
|
| 584 |
+
"learning_rate": 5.910469056536473e-06,
|
| 585 |
+
"loss": 0.1017,
|
| 586 |
+
"step": 3950
|
| 587 |
+
},
|
| 588 |
+
{
|
| 589 |
+
"epoch": 2.140181915462814,
|
| 590 |
+
"grad_norm": 5.085292339324951,
|
| 591 |
+
"learning_rate": 5.732120563581238e-06,
|
| 592 |
+
"loss": 0.1598,
|
| 593 |
+
"step": 4000
|
| 594 |
+
},
|
| 595 |
+
{
|
| 596 |
+
"epoch": 2.1669341894060996,
|
| 597 |
+
"grad_norm": 15.087725639343262,
|
| 598 |
+
"learning_rate": 5.553772070626004e-06,
|
| 599 |
+
"loss": 0.1095,
|
| 600 |
+
"step": 4050
|
| 601 |
+
},
|
| 602 |
+
{
|
| 603 |
+
"epoch": 2.1936864633493847,
|
| 604 |
+
"grad_norm": 20.651540756225586,
|
| 605 |
+
"learning_rate": 5.3754235776707685e-06,
|
| 606 |
+
"loss": 0.1128,
|
| 607 |
+
"step": 4100
|
| 608 |
+
},
|
| 609 |
+
{
|
| 610 |
+
"epoch": 2.2204387372926697,
|
| 611 |
+
"grad_norm": 23.393356323242188,
|
| 612 |
+
"learning_rate": 5.197075084715535e-06,
|
| 613 |
+
"loss": 0.099,
|
| 614 |
+
"step": 4150
|
| 615 |
+
},
|
| 616 |
+
{
|
| 617 |
+
"epoch": 2.247191011235955,
|
| 618 |
+
"grad_norm": 30.76633644104004,
|
| 619 |
+
"learning_rate": 5.0187265917603005e-06,
|
| 620 |
+
"loss": 0.1015,
|
| 621 |
+
"step": 4200
|
| 622 |
+
},
|
| 623 |
+
{
|
| 624 |
+
"epoch": 2.2739432851792403,
|
| 625 |
+
"grad_norm": 10.410665512084961,
|
| 626 |
+
"learning_rate": 4.840378098805065e-06,
|
| 627 |
+
"loss": 0.1583,
|
| 628 |
+
"step": 4250
|
| 629 |
+
},
|
| 630 |
+
{
|
| 631 |
+
"epoch": 2.3006955591225253,
|
| 632 |
+
"grad_norm": 0.0475541315972805,
|
| 633 |
+
"learning_rate": 4.662029605849831e-06,
|
| 634 |
+
"loss": 0.118,
|
| 635 |
+
"step": 4300
|
| 636 |
+
},
|
| 637 |
+
{
|
| 638 |
+
"epoch": 2.3274478330658104,
|
| 639 |
+
"grad_norm": 0.0829029381275177,
|
| 640 |
+
"learning_rate": 4.4836811128945964e-06,
|
| 641 |
+
"loss": 0.1169,
|
| 642 |
+
"step": 4350
|
| 643 |
+
},
|
| 644 |
+
{
|
| 645 |
+
"epoch": 2.354200107009096,
|
| 646 |
+
"grad_norm": 25.78684425354004,
|
| 647 |
+
"learning_rate": 4.305332619939362e-06,
|
| 648 |
+
"loss": 0.0962,
|
| 649 |
+
"step": 4400
|
| 650 |
+
},
|
| 651 |
+
{
|
| 652 |
+
"epoch": 2.380952380952381,
|
| 653 |
+
"grad_norm": 1.0623866319656372,
|
| 654 |
+
"learning_rate": 4.126984126984127e-06,
|
| 655 |
+
"loss": 0.179,
|
| 656 |
+
"step": 4450
|
| 657 |
+
},
|
| 658 |
+
{
|
| 659 |
+
"epoch": 2.407704654895666,
|
| 660 |
+
"grad_norm": 8.90683650970459,
|
| 661 |
+
"learning_rate": 3.948635634028893e-06,
|
| 662 |
+
"loss": 0.1481,
|
| 663 |
+
"step": 4500
|
| 664 |
+
},
|
| 665 |
+
{
|
| 666 |
+
"epoch": 2.4344569288389515,
|
| 667 |
+
"grad_norm": 3.296332836151123,
|
| 668 |
+
"learning_rate": 3.770287141073658e-06,
|
| 669 |
+
"loss": 0.1109,
|
| 670 |
+
"step": 4550
|
| 671 |
+
},
|
| 672 |
+
{
|
| 673 |
+
"epoch": 2.4612092027822365,
|
| 674 |
+
"grad_norm": 11.87473201751709,
|
| 675 |
+
"learning_rate": 3.5919386481184236e-06,
|
| 676 |
+
"loss": 0.0927,
|
| 677 |
+
"step": 4600
|
| 678 |
+
},
|
| 679 |
+
{
|
| 680 |
+
"epoch": 2.4879614767255216,
|
| 681 |
+
"grad_norm": 13.711977005004883,
|
| 682 |
+
"learning_rate": 3.4135901551631887e-06,
|
| 683 |
+
"loss": 0.1389,
|
| 684 |
+
"step": 4650
|
| 685 |
+
},
|
| 686 |
+
{
|
| 687 |
+
"epoch": 2.5147137506688066,
|
| 688 |
+
"grad_norm": 48.17192840576172,
|
| 689 |
+
"learning_rate": 3.2352416622079547e-06,
|
| 690 |
+
"loss": 0.0996,
|
| 691 |
+
"step": 4700
|
| 692 |
+
},
|
| 693 |
+
{
|
| 694 |
+
"epoch": 2.541466024612092,
|
| 695 |
+
"grad_norm": 0.33165135979652405,
|
| 696 |
+
"learning_rate": 3.05689316925272e-06,
|
| 697 |
+
"loss": 0.1331,
|
| 698 |
+
"step": 4750
|
| 699 |
+
},
|
| 700 |
+
{
|
| 701 |
+
"epoch": 2.568218298555377,
|
| 702 |
+
"grad_norm": 0.20608340203762054,
|
| 703 |
+
"learning_rate": 2.8785446762974855e-06,
|
| 704 |
+
"loss": 0.1066,
|
| 705 |
+
"step": 4800
|
| 706 |
+
},
|
| 707 |
+
{
|
| 708 |
+
"epoch": 2.5949705724986623,
|
| 709 |
+
"grad_norm": 0.3617757260799408,
|
| 710 |
+
"learning_rate": 2.7001961833422507e-06,
|
| 711 |
+
"loss": 0.1585,
|
| 712 |
+
"step": 4850
|
| 713 |
+
},
|
| 714 |
+
{
|
| 715 |
+
"epoch": 2.6217228464419478,
|
| 716 |
+
"grad_norm": 5.1519670486450195,
|
| 717 |
+
"learning_rate": 2.5218476903870167e-06,
|
| 718 |
+
"loss": 0.1266,
|
| 719 |
+
"step": 4900
|
| 720 |
+
},
|
| 721 |
+
{
|
| 722 |
+
"epoch": 2.648475120385233,
|
| 723 |
+
"grad_norm": 35.215240478515625,
|
| 724 |
+
"learning_rate": 2.343499197431782e-06,
|
| 725 |
+
"loss": 0.1083,
|
| 726 |
+
"step": 4950
|
| 727 |
+
},
|
| 728 |
+
{
|
| 729 |
+
"epoch": 2.675227394328518,
|
| 730 |
+
"grad_norm": 10.100606918334961,
|
| 731 |
+
"learning_rate": 2.1651507044765475e-06,
|
| 732 |
+
"loss": 0.1342,
|
| 733 |
+
"step": 5000
|
| 734 |
+
},
|
| 735 |
+
{
|
| 736 |
+
"epoch": 2.701979668271803,
|
| 737 |
+
"grad_norm": 15.540501594543457,
|
| 738 |
+
"learning_rate": 1.986802211521313e-06,
|
| 739 |
+
"loss": 0.17,
|
| 740 |
+
"step": 5050
|
| 741 |
+
},
|
| 742 |
+
{
|
| 743 |
+
"epoch": 2.7287319422150884,
|
| 744 |
+
"grad_norm": 0.2651878297328949,
|
| 745 |
+
"learning_rate": 1.8084537185660782e-06,
|
| 746 |
+
"loss": 0.0879,
|
| 747 |
+
"step": 5100
|
| 748 |
+
},
|
| 749 |
+
{
|
| 750 |
+
"epoch": 2.7554842161583735,
|
| 751 |
+
"grad_norm": 0.8803261518478394,
|
| 752 |
+
"learning_rate": 1.6301052256108438e-06,
|
| 753 |
+
"loss": 0.0985,
|
| 754 |
+
"step": 5150
|
| 755 |
+
},
|
| 756 |
+
{
|
| 757 |
+
"epoch": 2.7822364901016585,
|
| 758 |
+
"grad_norm": 0.043911464512348175,
|
| 759 |
+
"learning_rate": 1.4517567326556092e-06,
|
| 760 |
+
"loss": 0.1241,
|
| 761 |
+
"step": 5200
|
| 762 |
+
},
|
| 763 |
+
{
|
| 764 |
+
"epoch": 2.808988764044944,
|
| 765 |
+
"grad_norm": 0.012229884043335915,
|
| 766 |
+
"learning_rate": 1.2734082397003748e-06,
|
| 767 |
+
"loss": 0.1167,
|
| 768 |
+
"step": 5250
|
| 769 |
+
},
|
| 770 |
+
{
|
| 771 |
+
"epoch": 2.835741037988229,
|
| 772 |
+
"grad_norm": 5.769114017486572,
|
| 773 |
+
"learning_rate": 1.0950597467451402e-06,
|
| 774 |
+
"loss": 0.1411,
|
| 775 |
+
"step": 5300
|
| 776 |
+
},
|
| 777 |
+
{
|
| 778 |
+
"epoch": 2.862493311931514,
|
| 779 |
+
"grad_norm": 14.51673698425293,
|
| 780 |
+
"learning_rate": 9.167112537899057e-07,
|
| 781 |
+
"loss": 0.085,
|
| 782 |
+
"step": 5350
|
| 783 |
+
},
|
| 784 |
+
{
|
| 785 |
+
"epoch": 2.889245585874799,
|
| 786 |
+
"grad_norm": 7.242597579956055,
|
| 787 |
+
"learning_rate": 7.38362760834671e-07,
|
| 788 |
+
"loss": 0.1215,
|
| 789 |
+
"step": 5400
|
| 790 |
+
},
|
| 791 |
+
{
|
| 792 |
+
"epoch": 2.9159978598180847,
|
| 793 |
+
"grad_norm": 3.783128023147583,
|
| 794 |
+
"learning_rate": 5.600142678794364e-07,
|
| 795 |
+
"loss": 0.0713,
|
| 796 |
+
"step": 5450
|
| 797 |
+
},
|
| 798 |
+
{
|
| 799 |
+
"epoch": 2.9427501337613697,
|
| 800 |
+
"grad_norm": 0.4435977637767792,
|
| 801 |
+
"learning_rate": 3.816657749242019e-07,
|
| 802 |
+
"loss": 0.1135,
|
| 803 |
+
"step": 5500
|
| 804 |
+
},
|
| 805 |
+
{
|
| 806 |
+
"epoch": 2.969502407704655,
|
| 807 |
+
"grad_norm": 22.0134220123291,
|
| 808 |
+
"learning_rate": 2.0331728196896737e-07,
|
| 809 |
+
"loss": 0.0976,
|
| 810 |
+
"step": 5550
|
| 811 |
+
},
|
| 812 |
+
{
|
| 813 |
+
"epoch": 2.9962546816479403,
|
| 814 |
+
"grad_norm": 0.05080915242433548,
|
| 815 |
+
"learning_rate": 2.4968789013732835e-08,
|
| 816 |
+
"loss": 0.1141,
|
| 817 |
+
"step": 5600
|
| 818 |
+
},
|
| 819 |
+
{
|
| 820 |
+
"epoch": 3.0,
|
| 821 |
+
"eval_accuracy": 0.9087747458533976,
|
| 822 |
+
"eval_f1": 0.901188417064033,
|
| 823 |
+
"eval_loss": 0.41310834884643555,
|
| 824 |
+
"eval_precision": 0.9053103806790227,
|
| 825 |
+
"eval_recall": 0.8972911214880508,
|
| 826 |
+
"eval_runtime": 3.2883,
|
| 827 |
+
"eval_samples_per_second": 1136.766,
|
| 828 |
+
"eval_steps_per_second": 71.162,
|
| 829 |
+
"step": 5607
|
| 830 |
+
}
|
| 831 |
+
],
|
| 832 |
+
"logging_steps": 50,
|
| 833 |
+
"max_steps": 5607,
|
| 834 |
+
"num_input_tokens_seen": 0,
|
| 835 |
+
"num_train_epochs": 3,
|
| 836 |
+
"save_steps": 500,
|
| 837 |
+
"stateful_callbacks": {
|
| 838 |
+
"TrainerControl": {
|
| 839 |
+
"args": {
|
| 840 |
+
"should_epoch_stop": false,
|
| 841 |
+
"should_evaluate": false,
|
| 842 |
+
"should_log": false,
|
| 843 |
+
"should_save": true,
|
| 844 |
+
"should_training_stop": true
|
| 845 |
+
},
|
| 846 |
+
"attributes": {}
|
| 847 |
+
}
|
| 848 |
+
},
|
| 849 |
+
"total_flos": 922607713156626.0,
|
| 850 |
+
"train_batch_size": 16,
|
| 851 |
+
"trial_name": null,
|
| 852 |
+
"trial_params": null
|
| 853 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9942b3dbf3957d01db1464eb14f30a3a8c96d4e1aa02286d535c893137551e29
|
| 3 |
+
size 5304
|
vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|