CordwainerSmith
commited on
Commit
•
9882178
1
Parent(s):
ce268dc
Upload folder using huggingface_hub
Browse files- .gitattributes +3 -0
- checkpoint-6092/config.json +82 -0
- checkpoint-6092/model.safetensors +3 -0
- checkpoint-6092/optimizer.pt +3 -0
- checkpoint-6092/rng_state.pth +3 -0
- checkpoint-6092/scheduler.pt +3 -0
- checkpoint-6092/sentencepiece.bpe.model +3 -0
- checkpoint-6092/special_tokens_map.json +15 -0
- checkpoint-6092/tokenizer.json +3 -0
- checkpoint-6092/tokenizer_config.json +54 -0
- checkpoint-6092/trainer_state.json +928 -0
- checkpoint-6092/training_args.bin +3 -0
- checkpoint-7615/config.json +82 -0
- checkpoint-7615/model.safetensors +3 -0
- checkpoint-7615/optimizer.pt +3 -0
- checkpoint-7615/rng_state.pth +3 -0
- checkpoint-7615/scheduler.pt +3 -0
- checkpoint-7615/sentencepiece.bpe.model +3 -0
- checkpoint-7615/special_tokens_map.json +15 -0
- checkpoint-7615/tokenizer.json +3 -0
- checkpoint-7615/tokenizer_config.json +54 -0
- checkpoint-7615/trainer_state.json +1157 -0
- checkpoint-7615/training_args.bin +3 -0
- config.json +82 -0
- model.safetensors +3 -0
- sentencepiece.bpe.model +3 -0
- special_tokens_map.json +15 -0
- tokenizer.json +3 -0
- tokenizer_config.json +54 -0
- training_args.bin +3 -0
.gitattributes
CHANGED
@@ -33,3 +33,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
|
33 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
34 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
|
|
|
|
|
|
|
33 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
34 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
36 |
+
checkpoint-6092/tokenizer.json filter=lfs diff=lfs merge=lfs -text
|
37 |
+
checkpoint-7615/tokenizer.json filter=lfs diff=lfs merge=lfs -text
|
38 |
+
tokenizer.json filter=lfs diff=lfs merge=lfs -text
|
checkpoint-6092/config.json
ADDED
@@ -0,0 +1,82 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "xlm-roberta-base",
|
3 |
+
"architectures": [
|
4 |
+
"XLMRobertaForTokenClassification"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.1,
|
7 |
+
"bos_token_id": 0,
|
8 |
+
"classifier_dropout": null,
|
9 |
+
"eos_token_id": 2,
|
10 |
+
"hidden_act": "gelu",
|
11 |
+
"hidden_dropout_prob": 0.1,
|
12 |
+
"hidden_size": 768,
|
13 |
+
"id2label": {
|
14 |
+
"0": "B-BANK_ACCOUNT_NUM",
|
15 |
+
"1": "B-CC_NUM",
|
16 |
+
"2": "B-CC_PROVIDER",
|
17 |
+
"3": "B-CITY",
|
18 |
+
"4": "B-DATE",
|
19 |
+
"5": "B-EMAIL",
|
20 |
+
"6": "B-FIRST_NAME",
|
21 |
+
"7": "B-ID_NUM",
|
22 |
+
"8": "B-LAST_NAME",
|
23 |
+
"9": "B-PHONE_NUM",
|
24 |
+
"10": "B-POSTAL_CODE",
|
25 |
+
"11": "B-STREET",
|
26 |
+
"12": "I-BANK_ACCOUNT_NUM",
|
27 |
+
"13": "I-CC_NUM",
|
28 |
+
"14": "I-CC_PROVIDER",
|
29 |
+
"15": "I-CITY",
|
30 |
+
"16": "I-DATE",
|
31 |
+
"17": "I-EMAIL",
|
32 |
+
"18": "I-FIRST_NAME",
|
33 |
+
"19": "I-ID_NUM",
|
34 |
+
"20": "I-LAST_NAME",
|
35 |
+
"21": "I-PHONE_NUM",
|
36 |
+
"22": "I-POSTAL_CODE",
|
37 |
+
"23": "I-STREET",
|
38 |
+
"24": "O"
|
39 |
+
},
|
40 |
+
"initializer_range": 0.02,
|
41 |
+
"intermediate_size": 3072,
|
42 |
+
"label2id": {
|
43 |
+
"B-BANK_ACCOUNT_NUM": 0,
|
44 |
+
"B-CC_NUM": 1,
|
45 |
+
"B-CC_PROVIDER": 2,
|
46 |
+
"B-CITY": 3,
|
47 |
+
"B-DATE": 4,
|
48 |
+
"B-EMAIL": 5,
|
49 |
+
"B-FIRST_NAME": 6,
|
50 |
+
"B-ID_NUM": 7,
|
51 |
+
"B-LAST_NAME": 8,
|
52 |
+
"B-PHONE_NUM": 9,
|
53 |
+
"B-POSTAL_CODE": 10,
|
54 |
+
"B-STREET": 11,
|
55 |
+
"I-BANK_ACCOUNT_NUM": 12,
|
56 |
+
"I-CC_NUM": 13,
|
57 |
+
"I-CC_PROVIDER": 14,
|
58 |
+
"I-CITY": 15,
|
59 |
+
"I-DATE": 16,
|
60 |
+
"I-EMAIL": 17,
|
61 |
+
"I-FIRST_NAME": 18,
|
62 |
+
"I-ID_NUM": 19,
|
63 |
+
"I-LAST_NAME": 20,
|
64 |
+
"I-PHONE_NUM": 21,
|
65 |
+
"I-POSTAL_CODE": 22,
|
66 |
+
"I-STREET": 23,
|
67 |
+
"O": 24
|
68 |
+
},
|
69 |
+
"layer_norm_eps": 1e-05,
|
70 |
+
"max_position_embeddings": 514,
|
71 |
+
"model_type": "xlm-roberta",
|
72 |
+
"num_attention_heads": 12,
|
73 |
+
"num_hidden_layers": 12,
|
74 |
+
"output_past": true,
|
75 |
+
"pad_token_id": 1,
|
76 |
+
"position_embedding_type": "absolute",
|
77 |
+
"torch_dtype": "float32",
|
78 |
+
"transformers_version": "4.44.2",
|
79 |
+
"type_vocab_size": 1,
|
80 |
+
"use_cache": true,
|
81 |
+
"vocab_size": 250002
|
82 |
+
}
|
checkpoint-6092/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c66b7cff987c01f5c0228bd9aa9a1effa78f81d3b3807f49110c614932f921a5
|
3 |
+
size 1109913172
|
checkpoint-6092/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:1aa34aa36acd6fe306a8c1b1a27e2b5c97b9be5ca72bcf7c45e571026b74156b
|
3 |
+
size 2219944634
|
checkpoint-6092/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4e411b02601fbfa14272097e8a1b924c7589a1fcadc45e9c5832a14d8180167b
|
3 |
+
size 14244
|
checkpoint-6092/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e8023cb1a907042e11636158736ea7995792a9239adb25662fbb007702279897
|
3 |
+
size 1064
|
checkpoint-6092/sentencepiece.bpe.model
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:cfc8146abe2a0488e9e2a0c56de7952f7c11ab059eca145a0a727afce0db2865
|
3 |
+
size 5069051
|
checkpoint-6092/special_tokens_map.json
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"bos_token": "<s>",
|
3 |
+
"cls_token": "<s>",
|
4 |
+
"eos_token": "</s>",
|
5 |
+
"mask_token": {
|
6 |
+
"content": "<mask>",
|
7 |
+
"lstrip": true,
|
8 |
+
"normalized": false,
|
9 |
+
"rstrip": false,
|
10 |
+
"single_word": false
|
11 |
+
},
|
12 |
+
"pad_token": "<pad>",
|
13 |
+
"sep_token": "</s>",
|
14 |
+
"unk_token": "<unk>"
|
15 |
+
}
|
checkpoint-6092/tokenizer.json
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3ffb37461c391f096759f4a9bbbc329da0f36952f88bab061fcf84940c022e98
|
3 |
+
size 17082999
|
checkpoint-6092/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 |
+
"250001": {
|
36 |
+
"content": "<mask>",
|
37 |
+
"lstrip": true,
|
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": 512,
|
50 |
+
"pad_token": "<pad>",
|
51 |
+
"sep_token": "</s>",
|
52 |
+
"tokenizer_class": "XLMRobertaTokenizer",
|
53 |
+
"unk_token": "<unk>"
|
54 |
+
}
|
checkpoint-6092/trainer_state.json
ADDED
@@ -0,0 +1,928 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.9977469995625562,
|
3 |
+
"best_model_checkpoint": "/content/drive/MyDrive/GolemPII/GolemPII-xlm-roberta-v1/checkpoint-6092",
|
4 |
+
"epoch": 4.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 6092,
|
7 |
+
"is_hyper_param_search": false,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.03282994090610637,
|
13 |
+
"grad_norm": 10.239672660827637,
|
14 |
+
"learning_rate": 6.036745406824147e-06,
|
15 |
+
"loss": 3.0294,
|
16 |
+
"step": 50
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 0.06565988181221274,
|
20 |
+
"grad_norm": 1.969146966934204,
|
21 |
+
"learning_rate": 1.2598425196850394e-05,
|
22 |
+
"loss": 1.5238,
|
23 |
+
"step": 100
|
24 |
+
},
|
25 |
+
{
|
26 |
+
"epoch": 0.0984898227183191,
|
27 |
+
"grad_norm": 0.7575042843818665,
|
28 |
+
"learning_rate": 1.916010498687664e-05,
|
29 |
+
"loss": 0.2974,
|
30 |
+
"step": 150
|
31 |
+
},
|
32 |
+
{
|
33 |
+
"epoch": 0.1313197636244255,
|
34 |
+
"grad_norm": 0.6243991851806641,
|
35 |
+
"learning_rate": 2.572178477690289e-05,
|
36 |
+
"loss": 0.0568,
|
37 |
+
"step": 200
|
38 |
+
},
|
39 |
+
{
|
40 |
+
"epoch": 0.16414970453053185,
|
41 |
+
"grad_norm": 0.35771840810775757,
|
42 |
+
"learning_rate": 3.228346456692913e-05,
|
43 |
+
"loss": 0.031,
|
44 |
+
"step": 250
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 0.1969796454366382,
|
48 |
+
"grad_norm": 0.7596266865730286,
|
49 |
+
"learning_rate": 3.8845144356955383e-05,
|
50 |
+
"loss": 0.0205,
|
51 |
+
"step": 300
|
52 |
+
},
|
53 |
+
{
|
54 |
+
"epoch": 0.2298095863427446,
|
55 |
+
"grad_norm": 0.4744904339313507,
|
56 |
+
"learning_rate": 4.540682414698163e-05,
|
57 |
+
"loss": 0.0189,
|
58 |
+
"step": 350
|
59 |
+
},
|
60 |
+
{
|
61 |
+
"epoch": 0.262639527248851,
|
62 |
+
"grad_norm": 1.39719557762146,
|
63 |
+
"learning_rate": 4.989632291954659e-05,
|
64 |
+
"loss": 0.0138,
|
65 |
+
"step": 400
|
66 |
+
},
|
67 |
+
{
|
68 |
+
"epoch": 0.29546946815495734,
|
69 |
+
"grad_norm": 0.29437175393104553,
|
70 |
+
"learning_rate": 4.955073265136854e-05,
|
71 |
+
"loss": 0.0125,
|
72 |
+
"step": 450
|
73 |
+
},
|
74 |
+
{
|
75 |
+
"epoch": 0.3282994090610637,
|
76 |
+
"grad_norm": 0.19857335090637207,
|
77 |
+
"learning_rate": 4.920514238319049e-05,
|
78 |
+
"loss": 0.0107,
|
79 |
+
"step": 500
|
80 |
+
},
|
81 |
+
{
|
82 |
+
"epoch": 0.36112934996717005,
|
83 |
+
"grad_norm": 0.34563446044921875,
|
84 |
+
"learning_rate": 4.885955211501244e-05,
|
85 |
+
"loss": 0.0106,
|
86 |
+
"step": 550
|
87 |
+
},
|
88 |
+
{
|
89 |
+
"epoch": 0.3939592908732764,
|
90 |
+
"grad_norm": 0.3963533639907837,
|
91 |
+
"learning_rate": 4.851396184683439e-05,
|
92 |
+
"loss": 0.0122,
|
93 |
+
"step": 600
|
94 |
+
},
|
95 |
+
{
|
96 |
+
"epoch": 0.42678923177938277,
|
97 |
+
"grad_norm": 0.37360525131225586,
|
98 |
+
"learning_rate": 4.816837157865634e-05,
|
99 |
+
"loss": 0.009,
|
100 |
+
"step": 650
|
101 |
+
},
|
102 |
+
{
|
103 |
+
"epoch": 0.4596191726854892,
|
104 |
+
"grad_norm": 0.2154053896665573,
|
105 |
+
"learning_rate": 4.78227813104783e-05,
|
106 |
+
"loss": 0.0083,
|
107 |
+
"step": 700
|
108 |
+
},
|
109 |
+
{
|
110 |
+
"epoch": 0.49244911359159554,
|
111 |
+
"grad_norm": 0.33652621507644653,
|
112 |
+
"learning_rate": 4.747719104230025e-05,
|
113 |
+
"loss": 0.0078,
|
114 |
+
"step": 750
|
115 |
+
},
|
116 |
+
{
|
117 |
+
"epoch": 0.525279054497702,
|
118 |
+
"grad_norm": 0.5589196085929871,
|
119 |
+
"learning_rate": 4.71316007741222e-05,
|
120 |
+
"loss": 0.0088,
|
121 |
+
"step": 800
|
122 |
+
},
|
123 |
+
{
|
124 |
+
"epoch": 0.5581089954038083,
|
125 |
+
"grad_norm": 0.33235111832618713,
|
126 |
+
"learning_rate": 4.678601050594415e-05,
|
127 |
+
"loss": 0.0064,
|
128 |
+
"step": 850
|
129 |
+
},
|
130 |
+
{
|
131 |
+
"epoch": 0.5909389363099147,
|
132 |
+
"grad_norm": 0.36602529883384705,
|
133 |
+
"learning_rate": 4.644042023776611e-05,
|
134 |
+
"loss": 0.0068,
|
135 |
+
"step": 900
|
136 |
+
},
|
137 |
+
{
|
138 |
+
"epoch": 0.623768877216021,
|
139 |
+
"grad_norm": 1.011355996131897,
|
140 |
+
"learning_rate": 4.609482996958806e-05,
|
141 |
+
"loss": 0.0059,
|
142 |
+
"step": 950
|
143 |
+
},
|
144 |
+
{
|
145 |
+
"epoch": 0.6565988181221274,
|
146 |
+
"grad_norm": 0.5964003205299377,
|
147 |
+
"learning_rate": 4.574923970141001e-05,
|
148 |
+
"loss": 0.0051,
|
149 |
+
"step": 1000
|
150 |
+
},
|
151 |
+
{
|
152 |
+
"epoch": 0.6894287590282338,
|
153 |
+
"grad_norm": 0.21312755346298218,
|
154 |
+
"learning_rate": 4.540364943323196e-05,
|
155 |
+
"loss": 0.0058,
|
156 |
+
"step": 1050
|
157 |
+
},
|
158 |
+
{
|
159 |
+
"epoch": 0.7222586999343401,
|
160 |
+
"grad_norm": 0.19403104484081268,
|
161 |
+
"learning_rate": 4.5058059165053913e-05,
|
162 |
+
"loss": 0.0058,
|
163 |
+
"step": 1100
|
164 |
+
},
|
165 |
+
{
|
166 |
+
"epoch": 0.7550886408404465,
|
167 |
+
"grad_norm": 0.15370243787765503,
|
168 |
+
"learning_rate": 4.4712468896875864e-05,
|
169 |
+
"loss": 0.0051,
|
170 |
+
"step": 1150
|
171 |
+
},
|
172 |
+
{
|
173 |
+
"epoch": 0.7879185817465528,
|
174 |
+
"grad_norm": 0.3946862518787384,
|
175 |
+
"learning_rate": 4.4366878628697815e-05,
|
176 |
+
"loss": 0.0054,
|
177 |
+
"step": 1200
|
178 |
+
},
|
179 |
+
{
|
180 |
+
"epoch": 0.8207485226526592,
|
181 |
+
"grad_norm": 0.23363596200942993,
|
182 |
+
"learning_rate": 4.402128836051977e-05,
|
183 |
+
"loss": 0.0048,
|
184 |
+
"step": 1250
|
185 |
+
},
|
186 |
+
{
|
187 |
+
"epoch": 0.8535784635587655,
|
188 |
+
"grad_norm": 0.25897666811943054,
|
189 |
+
"learning_rate": 4.367569809234172e-05,
|
190 |
+
"loss": 0.007,
|
191 |
+
"step": 1300
|
192 |
+
},
|
193 |
+
{
|
194 |
+
"epoch": 0.886408404464872,
|
195 |
+
"grad_norm": 0.15858227014541626,
|
196 |
+
"learning_rate": 4.3330107824163674e-05,
|
197 |
+
"loss": 0.0042,
|
198 |
+
"step": 1350
|
199 |
+
},
|
200 |
+
{
|
201 |
+
"epoch": 0.9192383453709784,
|
202 |
+
"grad_norm": 0.13322387635707855,
|
203 |
+
"learning_rate": 4.2984517555985625e-05,
|
204 |
+
"loss": 0.005,
|
205 |
+
"step": 1400
|
206 |
+
},
|
207 |
+
{
|
208 |
+
"epoch": 0.9520682862770847,
|
209 |
+
"grad_norm": 0.16873428225517273,
|
210 |
+
"learning_rate": 4.2638927287807575e-05,
|
211 |
+
"loss": 0.0046,
|
212 |
+
"step": 1450
|
213 |
+
},
|
214 |
+
{
|
215 |
+
"epoch": 0.9848982271831911,
|
216 |
+
"grad_norm": 0.18423955142498016,
|
217 |
+
"learning_rate": 4.229333701962953e-05,
|
218 |
+
"loss": 0.0058,
|
219 |
+
"step": 1500
|
220 |
+
},
|
221 |
+
{
|
222 |
+
"epoch": 1.0,
|
223 |
+
"eval_accuracy": 0.9993276594535457,
|
224 |
+
"eval_f1": 0.9933933815429036,
|
225 |
+
"eval_loss": 0.0024869011249393225,
|
226 |
+
"eval_precision": 0.9931092525380043,
|
227 |
+
"eval_recall": 0.9936776731732028,
|
228 |
+
"eval_runtime": 76.0097,
|
229 |
+
"eval_samples_per_second": 236.812,
|
230 |
+
"eval_steps_per_second": 3.71,
|
231 |
+
"step": 1523
|
232 |
+
},
|
233 |
+
{
|
234 |
+
"epoch": 1.0177281680892973,
|
235 |
+
"grad_norm": 0.29311779141426086,
|
236 |
+
"learning_rate": 4.1947746751451484e-05,
|
237 |
+
"loss": 0.0041,
|
238 |
+
"step": 1550
|
239 |
+
},
|
240 |
+
{
|
241 |
+
"epoch": 1.050558108995404,
|
242 |
+
"grad_norm": 0.10629381239414215,
|
243 |
+
"learning_rate": 4.1602156483273434e-05,
|
244 |
+
"loss": 0.0037,
|
245 |
+
"step": 1600
|
246 |
+
},
|
247 |
+
{
|
248 |
+
"epoch": 1.0833880499015103,
|
249 |
+
"grad_norm": 0.18275995552539825,
|
250 |
+
"learning_rate": 4.1256566215095385e-05,
|
251 |
+
"loss": 0.0043,
|
252 |
+
"step": 1650
|
253 |
+
},
|
254 |
+
{
|
255 |
+
"epoch": 1.1162179908076166,
|
256 |
+
"grad_norm": 0.06012125313282013,
|
257 |
+
"learning_rate": 4.0910975946917336e-05,
|
258 |
+
"loss": 0.0062,
|
259 |
+
"step": 1700
|
260 |
+
},
|
261 |
+
{
|
262 |
+
"epoch": 1.149047931713723,
|
263 |
+
"grad_norm": 7.185174942016602,
|
264 |
+
"learning_rate": 4.0565385678739286e-05,
|
265 |
+
"loss": 0.0085,
|
266 |
+
"step": 1750
|
267 |
+
},
|
268 |
+
{
|
269 |
+
"epoch": 1.1818778726198294,
|
270 |
+
"grad_norm": 0.07045840471982956,
|
271 |
+
"learning_rate": 4.021979541056124e-05,
|
272 |
+
"loss": 0.0031,
|
273 |
+
"step": 1800
|
274 |
+
},
|
275 |
+
{
|
276 |
+
"epoch": 1.2147078135259357,
|
277 |
+
"grad_norm": 0.23435795307159424,
|
278 |
+
"learning_rate": 3.9874205142383195e-05,
|
279 |
+
"loss": 0.0026,
|
280 |
+
"step": 1850
|
281 |
+
},
|
282 |
+
{
|
283 |
+
"epoch": 1.247537754432042,
|
284 |
+
"grad_norm": 0.046855829656124115,
|
285 |
+
"learning_rate": 3.9528614874205145e-05,
|
286 |
+
"loss": 0.0031,
|
287 |
+
"step": 1900
|
288 |
+
},
|
289 |
+
{
|
290 |
+
"epoch": 1.2803676953381484,
|
291 |
+
"grad_norm": 0.3116040527820587,
|
292 |
+
"learning_rate": 3.9183024606027096e-05,
|
293 |
+
"loss": 0.0032,
|
294 |
+
"step": 1950
|
295 |
+
},
|
296 |
+
{
|
297 |
+
"epoch": 1.3131976362442548,
|
298 |
+
"grad_norm": 0.10148299485445023,
|
299 |
+
"learning_rate": 3.883743433784905e-05,
|
300 |
+
"loss": 0.0026,
|
301 |
+
"step": 2000
|
302 |
+
},
|
303 |
+
{
|
304 |
+
"epoch": 1.3460275771503611,
|
305 |
+
"grad_norm": 0.06928931921720505,
|
306 |
+
"learning_rate": 3.8491844069671004e-05,
|
307 |
+
"loss": 0.0028,
|
308 |
+
"step": 2050
|
309 |
+
},
|
310 |
+
{
|
311 |
+
"epoch": 1.3788575180564675,
|
312 |
+
"grad_norm": 0.09313840419054031,
|
313 |
+
"learning_rate": 3.8146253801492955e-05,
|
314 |
+
"loss": 0.0027,
|
315 |
+
"step": 2100
|
316 |
+
},
|
317 |
+
{
|
318 |
+
"epoch": 1.4116874589625739,
|
319 |
+
"grad_norm": 0.28150513768196106,
|
320 |
+
"learning_rate": 3.7800663533314906e-05,
|
321 |
+
"loss": 0.0032,
|
322 |
+
"step": 2150
|
323 |
+
},
|
324 |
+
{
|
325 |
+
"epoch": 1.4445173998686802,
|
326 |
+
"grad_norm": 0.4722907841205597,
|
327 |
+
"learning_rate": 3.745507326513685e-05,
|
328 |
+
"loss": 0.0037,
|
329 |
+
"step": 2200
|
330 |
+
},
|
331 |
+
{
|
332 |
+
"epoch": 1.4773473407747866,
|
333 |
+
"grad_norm": 0.5664809346199036,
|
334 |
+
"learning_rate": 3.710948299695881e-05,
|
335 |
+
"loss": 0.0026,
|
336 |
+
"step": 2250
|
337 |
+
},
|
338 |
+
{
|
339 |
+
"epoch": 1.510177281680893,
|
340 |
+
"grad_norm": 0.03828972578048706,
|
341 |
+
"learning_rate": 3.676389272878076e-05,
|
342 |
+
"loss": 0.0022,
|
343 |
+
"step": 2300
|
344 |
+
},
|
345 |
+
{
|
346 |
+
"epoch": 1.5430072225869993,
|
347 |
+
"grad_norm": 0.5701923370361328,
|
348 |
+
"learning_rate": 3.641830246060271e-05,
|
349 |
+
"loss": 0.0022,
|
350 |
+
"step": 2350
|
351 |
+
},
|
352 |
+
{
|
353 |
+
"epoch": 1.5758371634931057,
|
354 |
+
"grad_norm": 0.15145182609558105,
|
355 |
+
"learning_rate": 3.607271219242466e-05,
|
356 |
+
"loss": 0.0029,
|
357 |
+
"step": 2400
|
358 |
+
},
|
359 |
+
{
|
360 |
+
"epoch": 1.608667104399212,
|
361 |
+
"grad_norm": 0.055488649755716324,
|
362 |
+
"learning_rate": 3.572712192424662e-05,
|
363 |
+
"loss": 0.002,
|
364 |
+
"step": 2450
|
365 |
+
},
|
366 |
+
{
|
367 |
+
"epoch": 1.6414970453053184,
|
368 |
+
"grad_norm": 0.2535063624382019,
|
369 |
+
"learning_rate": 3.538153165606857e-05,
|
370 |
+
"loss": 0.0024,
|
371 |
+
"step": 2500
|
372 |
+
},
|
373 |
+
{
|
374 |
+
"epoch": 1.6743269862114247,
|
375 |
+
"grad_norm": 0.09548994898796082,
|
376 |
+
"learning_rate": 3.503594138789052e-05,
|
377 |
+
"loss": 0.0024,
|
378 |
+
"step": 2550
|
379 |
+
},
|
380 |
+
{
|
381 |
+
"epoch": 1.707156927117531,
|
382 |
+
"grad_norm": 0.04930610582232475,
|
383 |
+
"learning_rate": 3.469035111971247e-05,
|
384 |
+
"loss": 0.0021,
|
385 |
+
"step": 2600
|
386 |
+
},
|
387 |
+
{
|
388 |
+
"epoch": 1.7399868680236374,
|
389 |
+
"grad_norm": 0.12071087211370468,
|
390 |
+
"learning_rate": 3.434476085153443e-05,
|
391 |
+
"loss": 0.0023,
|
392 |
+
"step": 2650
|
393 |
+
},
|
394 |
+
{
|
395 |
+
"epoch": 1.7728168089297438,
|
396 |
+
"grad_norm": 0.038167692720890045,
|
397 |
+
"learning_rate": 3.399917058335638e-05,
|
398 |
+
"loss": 0.0027,
|
399 |
+
"step": 2700
|
400 |
+
},
|
401 |
+
{
|
402 |
+
"epoch": 1.8056467498358502,
|
403 |
+
"grad_norm": 0.016604498028755188,
|
404 |
+
"learning_rate": 3.365358031517832e-05,
|
405 |
+
"loss": 0.0025,
|
406 |
+
"step": 2750
|
407 |
+
},
|
408 |
+
{
|
409 |
+
"epoch": 1.8384766907419565,
|
410 |
+
"grad_norm": 0.10711315274238586,
|
411 |
+
"learning_rate": 3.330799004700028e-05,
|
412 |
+
"loss": 0.0021,
|
413 |
+
"step": 2800
|
414 |
+
},
|
415 |
+
{
|
416 |
+
"epoch": 1.8713066316480629,
|
417 |
+
"grad_norm": 0.10547716170549393,
|
418 |
+
"learning_rate": 3.296239977882223e-05,
|
419 |
+
"loss": 0.0029,
|
420 |
+
"step": 2850
|
421 |
+
},
|
422 |
+
{
|
423 |
+
"epoch": 1.9041365725541692,
|
424 |
+
"grad_norm": 0.12901557981967926,
|
425 |
+
"learning_rate": 3.261680951064418e-05,
|
426 |
+
"loss": 0.0026,
|
427 |
+
"step": 2900
|
428 |
+
},
|
429 |
+
{
|
430 |
+
"epoch": 1.9369665134602758,
|
431 |
+
"grad_norm": 0.16034963726997375,
|
432 |
+
"learning_rate": 3.227121924246613e-05,
|
433 |
+
"loss": 0.0031,
|
434 |
+
"step": 2950
|
435 |
+
},
|
436 |
+
{
|
437 |
+
"epoch": 1.9697964543663822,
|
438 |
+
"grad_norm": 0.060961514711380005,
|
439 |
+
"learning_rate": 3.192562897428809e-05,
|
440 |
+
"loss": 0.0017,
|
441 |
+
"step": 3000
|
442 |
+
},
|
443 |
+
{
|
444 |
+
"epoch": 2.0,
|
445 |
+
"eval_accuracy": 0.9995754536025347,
|
446 |
+
"eval_f1": 0.995708295650744,
|
447 |
+
"eval_loss": 0.0013849161332473159,
|
448 |
+
"eval_precision": 0.9954693109933322,
|
449 |
+
"eval_recall": 0.9959473950829271,
|
450 |
+
"eval_runtime": 75.6987,
|
451 |
+
"eval_samples_per_second": 237.785,
|
452 |
+
"eval_steps_per_second": 3.725,
|
453 |
+
"step": 3046
|
454 |
+
},
|
455 |
+
{
|
456 |
+
"epoch": 2.0026263952724883,
|
457 |
+
"grad_norm": 0.08297313749790192,
|
458 |
+
"learning_rate": 3.158003870611004e-05,
|
459 |
+
"loss": 0.0026,
|
460 |
+
"step": 3050
|
461 |
+
},
|
462 |
+
{
|
463 |
+
"epoch": 2.0354563361785947,
|
464 |
+
"grad_norm": 0.19145315885543823,
|
465 |
+
"learning_rate": 3.123444843793199e-05,
|
466 |
+
"loss": 0.0014,
|
467 |
+
"step": 3100
|
468 |
+
},
|
469 |
+
{
|
470 |
+
"epoch": 2.0682862770847015,
|
471 |
+
"grad_norm": 0.08754308521747589,
|
472 |
+
"learning_rate": 3.088885816975394e-05,
|
473 |
+
"loss": 0.0014,
|
474 |
+
"step": 3150
|
475 |
+
},
|
476 |
+
{
|
477 |
+
"epoch": 2.101116217990808,
|
478 |
+
"grad_norm": 0.1580217033624649,
|
479 |
+
"learning_rate": 3.054326790157589e-05,
|
480 |
+
"loss": 0.0016,
|
481 |
+
"step": 3200
|
482 |
+
},
|
483 |
+
{
|
484 |
+
"epoch": 2.133946158896914,
|
485 |
+
"grad_norm": 0.022689586505293846,
|
486 |
+
"learning_rate": 3.0197677633397846e-05,
|
487 |
+
"loss": 0.0016,
|
488 |
+
"step": 3250
|
489 |
+
},
|
490 |
+
{
|
491 |
+
"epoch": 2.1667760998030205,
|
492 |
+
"grad_norm": 0.10402818024158478,
|
493 |
+
"learning_rate": 2.9852087365219793e-05,
|
494 |
+
"loss": 0.0015,
|
495 |
+
"step": 3300
|
496 |
+
},
|
497 |
+
{
|
498 |
+
"epoch": 2.199606040709127,
|
499 |
+
"grad_norm": 0.11667637526988983,
|
500 |
+
"learning_rate": 2.9506497097041747e-05,
|
501 |
+
"loss": 0.002,
|
502 |
+
"step": 3350
|
503 |
+
},
|
504 |
+
{
|
505 |
+
"epoch": 2.2324359816152333,
|
506 |
+
"grad_norm": 0.24381309747695923,
|
507 |
+
"learning_rate": 2.9160906828863698e-05,
|
508 |
+
"loss": 0.0039,
|
509 |
+
"step": 3400
|
510 |
+
},
|
511 |
+
{
|
512 |
+
"epoch": 2.2652659225213396,
|
513 |
+
"grad_norm": 0.03473767638206482,
|
514 |
+
"learning_rate": 2.8815316560685652e-05,
|
515 |
+
"loss": 0.0016,
|
516 |
+
"step": 3450
|
517 |
+
},
|
518 |
+
{
|
519 |
+
"epoch": 2.298095863427446,
|
520 |
+
"grad_norm": 1.3230725526809692,
|
521 |
+
"learning_rate": 2.8469726292507603e-05,
|
522 |
+
"loss": 0.0016,
|
523 |
+
"step": 3500
|
524 |
+
},
|
525 |
+
{
|
526 |
+
"epoch": 2.3309258043335523,
|
527 |
+
"grad_norm": 0.1341700553894043,
|
528 |
+
"learning_rate": 2.8124136024329557e-05,
|
529 |
+
"loss": 0.0047,
|
530 |
+
"step": 3550
|
531 |
+
},
|
532 |
+
{
|
533 |
+
"epoch": 2.3637557452396587,
|
534 |
+
"grad_norm": 0.13513527810573578,
|
535 |
+
"learning_rate": 2.7778545756151508e-05,
|
536 |
+
"loss": 0.0018,
|
537 |
+
"step": 3600
|
538 |
+
},
|
539 |
+
{
|
540 |
+
"epoch": 2.396585686145765,
|
541 |
+
"grad_norm": 0.0577649362385273,
|
542 |
+
"learning_rate": 2.743295548797346e-05,
|
543 |
+
"loss": 0.0014,
|
544 |
+
"step": 3650
|
545 |
+
},
|
546 |
+
{
|
547 |
+
"epoch": 2.4294156270518714,
|
548 |
+
"grad_norm": 0.1941065490245819,
|
549 |
+
"learning_rate": 2.7087365219795412e-05,
|
550 |
+
"loss": 0.0011,
|
551 |
+
"step": 3700
|
552 |
+
},
|
553 |
+
{
|
554 |
+
"epoch": 2.4622455679579778,
|
555 |
+
"grad_norm": 0.15985670685768127,
|
556 |
+
"learning_rate": 2.6741774951617367e-05,
|
557 |
+
"loss": 0.0016,
|
558 |
+
"step": 3750
|
559 |
+
},
|
560 |
+
{
|
561 |
+
"epoch": 2.495075508864084,
|
562 |
+
"grad_norm": 0.08614476025104523,
|
563 |
+
"learning_rate": 2.6396184683439317e-05,
|
564 |
+
"loss": 0.0016,
|
565 |
+
"step": 3800
|
566 |
+
},
|
567 |
+
{
|
568 |
+
"epoch": 2.5279054497701905,
|
569 |
+
"grad_norm": 0.15596601366996765,
|
570 |
+
"learning_rate": 2.605059441526127e-05,
|
571 |
+
"loss": 0.0016,
|
572 |
+
"step": 3850
|
573 |
+
},
|
574 |
+
{
|
575 |
+
"epoch": 2.560735390676297,
|
576 |
+
"grad_norm": 0.12409207224845886,
|
577 |
+
"learning_rate": 2.5705004147083215e-05,
|
578 |
+
"loss": 0.0015,
|
579 |
+
"step": 3900
|
580 |
+
},
|
581 |
+
{
|
582 |
+
"epoch": 2.593565331582403,
|
583 |
+
"grad_norm": 0.189951092004776,
|
584 |
+
"learning_rate": 2.535941387890517e-05,
|
585 |
+
"loss": 0.0015,
|
586 |
+
"step": 3950
|
587 |
+
},
|
588 |
+
{
|
589 |
+
"epoch": 2.6263952724885096,
|
590 |
+
"grad_norm": 0.059304554015398026,
|
591 |
+
"learning_rate": 2.501382361072712e-05,
|
592 |
+
"loss": 0.0014,
|
593 |
+
"step": 4000
|
594 |
+
},
|
595 |
+
{
|
596 |
+
"epoch": 2.659225213394616,
|
597 |
+
"grad_norm": 0.24233925342559814,
|
598 |
+
"learning_rate": 2.4668233342549074e-05,
|
599 |
+
"loss": 0.0013,
|
600 |
+
"step": 4050
|
601 |
+
},
|
602 |
+
{
|
603 |
+
"epoch": 2.6920551543007223,
|
604 |
+
"grad_norm": 0.2739645838737488,
|
605 |
+
"learning_rate": 2.4322643074371025e-05,
|
606 |
+
"loss": 0.0012,
|
607 |
+
"step": 4100
|
608 |
+
},
|
609 |
+
{
|
610 |
+
"epoch": 2.7248850952068286,
|
611 |
+
"grad_norm": 0.11855873465538025,
|
612 |
+
"learning_rate": 2.397705280619298e-05,
|
613 |
+
"loss": 0.0019,
|
614 |
+
"step": 4150
|
615 |
+
},
|
616 |
+
{
|
617 |
+
"epoch": 2.757715036112935,
|
618 |
+
"grad_norm": 0.05818852037191391,
|
619 |
+
"learning_rate": 2.363146253801493e-05,
|
620 |
+
"loss": 0.0027,
|
621 |
+
"step": 4200
|
622 |
+
},
|
623 |
+
{
|
624 |
+
"epoch": 2.7905449770190414,
|
625 |
+
"grad_norm": 0.06046278029680252,
|
626 |
+
"learning_rate": 2.3285872269836884e-05,
|
627 |
+
"loss": 0.0014,
|
628 |
+
"step": 4250
|
629 |
+
},
|
630 |
+
{
|
631 |
+
"epoch": 2.8233749179251477,
|
632 |
+
"grad_norm": 0.04216454550623894,
|
633 |
+
"learning_rate": 2.2940282001658835e-05,
|
634 |
+
"loss": 0.0011,
|
635 |
+
"step": 4300
|
636 |
+
},
|
637 |
+
{
|
638 |
+
"epoch": 2.856204858831254,
|
639 |
+
"grad_norm": 0.0564955435693264,
|
640 |
+
"learning_rate": 2.2594691733480785e-05,
|
641 |
+
"loss": 0.0015,
|
642 |
+
"step": 4350
|
643 |
+
},
|
644 |
+
{
|
645 |
+
"epoch": 2.8890347997373604,
|
646 |
+
"grad_norm": 0.10374019294977188,
|
647 |
+
"learning_rate": 2.224910146530274e-05,
|
648 |
+
"loss": 0.0013,
|
649 |
+
"step": 4400
|
650 |
+
},
|
651 |
+
{
|
652 |
+
"epoch": 2.921864740643467,
|
653 |
+
"grad_norm": 0.2742884159088135,
|
654 |
+
"learning_rate": 2.190351119712469e-05,
|
655 |
+
"loss": 0.0014,
|
656 |
+
"step": 4450
|
657 |
+
},
|
658 |
+
{
|
659 |
+
"epoch": 2.954694681549573,
|
660 |
+
"grad_norm": 0.02845386229455471,
|
661 |
+
"learning_rate": 2.155792092894664e-05,
|
662 |
+
"loss": 0.0013,
|
663 |
+
"step": 4500
|
664 |
+
},
|
665 |
+
{
|
666 |
+
"epoch": 2.9875246224556795,
|
667 |
+
"grad_norm": 0.10036207735538483,
|
668 |
+
"learning_rate": 2.1212330660768595e-05,
|
669 |
+
"loss": 0.0012,
|
670 |
+
"step": 4550
|
671 |
+
},
|
672 |
+
{
|
673 |
+
"epoch": 3.0,
|
674 |
+
"eval_accuracy": 0.9997391341413165,
|
675 |
+
"eval_f1": 0.9973228263586491,
|
676 |
+
"eval_loss": 0.0009462219895794988,
|
677 |
+
"eval_precision": 0.9971588480180992,
|
678 |
+
"eval_recall": 0.9974868586390879,
|
679 |
+
"eval_runtime": 75.644,
|
680 |
+
"eval_samples_per_second": 237.957,
|
681 |
+
"eval_steps_per_second": 3.728,
|
682 |
+
"step": 4569
|
683 |
+
},
|
684 |
+
{
|
685 |
+
"epoch": 3.020354563361786,
|
686 |
+
"grad_norm": 0.08079813420772552,
|
687 |
+
"learning_rate": 2.0866740392590546e-05,
|
688 |
+
"loss": 0.0011,
|
689 |
+
"step": 4600
|
690 |
+
},
|
691 |
+
{
|
692 |
+
"epoch": 3.0531845042678922,
|
693 |
+
"grad_norm": 0.09932583570480347,
|
694 |
+
"learning_rate": 2.0521150124412497e-05,
|
695 |
+
"loss": 0.0023,
|
696 |
+
"step": 4650
|
697 |
+
},
|
698 |
+
{
|
699 |
+
"epoch": 3.0860144451739986,
|
700 |
+
"grad_norm": 0.05140871927142143,
|
701 |
+
"learning_rate": 2.017555985623445e-05,
|
702 |
+
"loss": 0.001,
|
703 |
+
"step": 4700
|
704 |
+
},
|
705 |
+
{
|
706 |
+
"epoch": 3.118844386080105,
|
707 |
+
"grad_norm": 0.19095173478126526,
|
708 |
+
"learning_rate": 1.98299695880564e-05,
|
709 |
+
"loss": 0.001,
|
710 |
+
"step": 4750
|
711 |
+
},
|
712 |
+
{
|
713 |
+
"epoch": 3.1516743269862113,
|
714 |
+
"grad_norm": 0.041814982891082764,
|
715 |
+
"learning_rate": 1.9484379319878356e-05,
|
716 |
+
"loss": 0.0018,
|
717 |
+
"step": 4800
|
718 |
+
},
|
719 |
+
{
|
720 |
+
"epoch": 3.1845042678923177,
|
721 |
+
"grad_norm": 0.025649981573224068,
|
722 |
+
"learning_rate": 1.9138789051700303e-05,
|
723 |
+
"loss": 0.0008,
|
724 |
+
"step": 4850
|
725 |
+
},
|
726 |
+
{
|
727 |
+
"epoch": 3.217334208798424,
|
728 |
+
"grad_norm": 0.12662899494171143,
|
729 |
+
"learning_rate": 1.8793198783522257e-05,
|
730 |
+
"loss": 0.0009,
|
731 |
+
"step": 4900
|
732 |
+
},
|
733 |
+
{
|
734 |
+
"epoch": 3.2501641497045304,
|
735 |
+
"grad_norm": 0.10787362605333328,
|
736 |
+
"learning_rate": 1.8447608515344208e-05,
|
737 |
+
"loss": 0.0008,
|
738 |
+
"step": 4950
|
739 |
+
},
|
740 |
+
{
|
741 |
+
"epoch": 3.2829940906106367,
|
742 |
+
"grad_norm": 0.03877755254507065,
|
743 |
+
"learning_rate": 1.8102018247166162e-05,
|
744 |
+
"loss": 0.0008,
|
745 |
+
"step": 5000
|
746 |
+
},
|
747 |
+
{
|
748 |
+
"epoch": 3.315824031516743,
|
749 |
+
"grad_norm": 0.11100368201732635,
|
750 |
+
"learning_rate": 1.7756427978988113e-05,
|
751 |
+
"loss": 0.0007,
|
752 |
+
"step": 5050
|
753 |
+
},
|
754 |
+
{
|
755 |
+
"epoch": 3.3486539724228495,
|
756 |
+
"grad_norm": 0.027431080117821693,
|
757 |
+
"learning_rate": 1.7410837710810067e-05,
|
758 |
+
"loss": 0.0008,
|
759 |
+
"step": 5100
|
760 |
+
},
|
761 |
+
{
|
762 |
+
"epoch": 3.381483913328956,
|
763 |
+
"grad_norm": 0.013812090270221233,
|
764 |
+
"learning_rate": 1.7065247442632014e-05,
|
765 |
+
"loss": 0.0008,
|
766 |
+
"step": 5150
|
767 |
+
},
|
768 |
+
{
|
769 |
+
"epoch": 3.414313854235062,
|
770 |
+
"grad_norm": 0.1110658347606659,
|
771 |
+
"learning_rate": 1.6719657174453968e-05,
|
772 |
+
"loss": 0.0022,
|
773 |
+
"step": 5200
|
774 |
+
},
|
775 |
+
{
|
776 |
+
"epoch": 3.4471437951411685,
|
777 |
+
"grad_norm": 0.11397113651037216,
|
778 |
+
"learning_rate": 1.637406690627592e-05,
|
779 |
+
"loss": 0.0009,
|
780 |
+
"step": 5250
|
781 |
+
},
|
782 |
+
{
|
783 |
+
"epoch": 3.479973736047275,
|
784 |
+
"grad_norm": 0.2407987117767334,
|
785 |
+
"learning_rate": 1.6028476638097873e-05,
|
786 |
+
"loss": 0.0008,
|
787 |
+
"step": 5300
|
788 |
+
},
|
789 |
+
{
|
790 |
+
"epoch": 3.5128036769533812,
|
791 |
+
"grad_norm": 0.06540926545858383,
|
792 |
+
"learning_rate": 1.5682886369919824e-05,
|
793 |
+
"loss": 0.001,
|
794 |
+
"step": 5350
|
795 |
+
},
|
796 |
+
{
|
797 |
+
"epoch": 3.5456336178594876,
|
798 |
+
"grad_norm": 0.08520480245351791,
|
799 |
+
"learning_rate": 1.5337296101741775e-05,
|
800 |
+
"loss": 0.0007,
|
801 |
+
"step": 5400
|
802 |
+
},
|
803 |
+
{
|
804 |
+
"epoch": 3.578463558765594,
|
805 |
+
"grad_norm": 0.091216079890728,
|
806 |
+
"learning_rate": 1.4991705833563727e-05,
|
807 |
+
"loss": 0.0011,
|
808 |
+
"step": 5450
|
809 |
+
},
|
810 |
+
{
|
811 |
+
"epoch": 3.6112934996717003,
|
812 |
+
"grad_norm": 0.1052037924528122,
|
813 |
+
"learning_rate": 1.464611556538568e-05,
|
814 |
+
"loss": 0.0008,
|
815 |
+
"step": 5500
|
816 |
+
},
|
817 |
+
{
|
818 |
+
"epoch": 3.6441234405778067,
|
819 |
+
"grad_norm": 0.30819040536880493,
|
820 |
+
"learning_rate": 1.4300525297207632e-05,
|
821 |
+
"loss": 0.0007,
|
822 |
+
"step": 5550
|
823 |
+
},
|
824 |
+
{
|
825 |
+
"epoch": 3.6769533814839135,
|
826 |
+
"grad_norm": 0.06232546642422676,
|
827 |
+
"learning_rate": 1.3954935029029584e-05,
|
828 |
+
"loss": 0.0005,
|
829 |
+
"step": 5600
|
830 |
+
},
|
831 |
+
{
|
832 |
+
"epoch": 3.70978332239002,
|
833 |
+
"grad_norm": 0.08547823131084442,
|
834 |
+
"learning_rate": 1.3609344760851537e-05,
|
835 |
+
"loss": 0.0006,
|
836 |
+
"step": 5650
|
837 |
+
},
|
838 |
+
{
|
839 |
+
"epoch": 3.742613263296126,
|
840 |
+
"grad_norm": 0.12835901975631714,
|
841 |
+
"learning_rate": 1.3263754492673486e-05,
|
842 |
+
"loss": 0.0028,
|
843 |
+
"step": 5700
|
844 |
+
},
|
845 |
+
{
|
846 |
+
"epoch": 3.7754432042022326,
|
847 |
+
"grad_norm": 0.07907555252313614,
|
848 |
+
"learning_rate": 1.2918164224495438e-05,
|
849 |
+
"loss": 0.001,
|
850 |
+
"step": 5750
|
851 |
+
},
|
852 |
+
{
|
853 |
+
"epoch": 3.808273145108339,
|
854 |
+
"grad_norm": 0.03760789334774017,
|
855 |
+
"learning_rate": 1.257257395631739e-05,
|
856 |
+
"loss": 0.0008,
|
857 |
+
"step": 5800
|
858 |
+
},
|
859 |
+
{
|
860 |
+
"epoch": 3.8411030860144453,
|
861 |
+
"grad_norm": 0.008074942976236343,
|
862 |
+
"learning_rate": 1.2226983688139343e-05,
|
863 |
+
"loss": 0.0007,
|
864 |
+
"step": 5850
|
865 |
+
},
|
866 |
+
{
|
867 |
+
"epoch": 3.8739330269205516,
|
868 |
+
"grad_norm": 0.039751049131155014,
|
869 |
+
"learning_rate": 1.1881393419961294e-05,
|
870 |
+
"loss": 0.0008,
|
871 |
+
"step": 5900
|
872 |
+
},
|
873 |
+
{
|
874 |
+
"epoch": 3.906762967826658,
|
875 |
+
"grad_norm": 0.1129092127084732,
|
876 |
+
"learning_rate": 1.1535803151783246e-05,
|
877 |
+
"loss": 0.0009,
|
878 |
+
"step": 5950
|
879 |
+
},
|
880 |
+
{
|
881 |
+
"epoch": 3.9395929087327644,
|
882 |
+
"grad_norm": 0.030842676758766174,
|
883 |
+
"learning_rate": 1.1190212883605199e-05,
|
884 |
+
"loss": 0.0006,
|
885 |
+
"step": 6000
|
886 |
+
},
|
887 |
+
{
|
888 |
+
"epoch": 3.9724228496388707,
|
889 |
+
"grad_norm": 0.24821631610393524,
|
890 |
+
"learning_rate": 1.084462261542715e-05,
|
891 |
+
"loss": 0.0009,
|
892 |
+
"step": 6050
|
893 |
+
},
|
894 |
+
{
|
895 |
+
"epoch": 4.0,
|
896 |
+
"eval_accuracy": 0.9997499325101945,
|
897 |
+
"eval_f1": 0.9977469995625562,
|
898 |
+
"eval_loss": 0.0008962151478044689,
|
899 |
+
"eval_precision": 0.9976255936015996,
|
900 |
+
"eval_recall": 0.997868435076085,
|
901 |
+
"eval_runtime": 75.9398,
|
902 |
+
"eval_samples_per_second": 237.03,
|
903 |
+
"eval_steps_per_second": 3.713,
|
904 |
+
"step": 6092
|
905 |
+
}
|
906 |
+
],
|
907 |
+
"logging_steps": 50,
|
908 |
+
"max_steps": 7615,
|
909 |
+
"num_input_tokens_seen": 0,
|
910 |
+
"num_train_epochs": 5,
|
911 |
+
"save_steps": 500,
|
912 |
+
"stateful_callbacks": {
|
913 |
+
"TrainerControl": {
|
914 |
+
"args": {
|
915 |
+
"should_epoch_stop": false,
|
916 |
+
"should_evaluate": false,
|
917 |
+
"should_log": false,
|
918 |
+
"should_save": true,
|
919 |
+
"should_training_stop": false
|
920 |
+
},
|
921 |
+
"attributes": {}
|
922 |
+
}
|
923 |
+
},
|
924 |
+
"total_flos": 1.018777915628544e+17,
|
925 |
+
"train_batch_size": 64,
|
926 |
+
"trial_name": null,
|
927 |
+
"trial_params": null
|
928 |
+
}
|
checkpoint-6092/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ff86125497f499c04776e35f8f3ab0d025d38457377342b96f30a71196a241e2
|
3 |
+
size 5240
|
checkpoint-7615/config.json
ADDED
@@ -0,0 +1,82 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "xlm-roberta-base",
|
3 |
+
"architectures": [
|
4 |
+
"XLMRobertaForTokenClassification"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.1,
|
7 |
+
"bos_token_id": 0,
|
8 |
+
"classifier_dropout": null,
|
9 |
+
"eos_token_id": 2,
|
10 |
+
"hidden_act": "gelu",
|
11 |
+
"hidden_dropout_prob": 0.1,
|
12 |
+
"hidden_size": 768,
|
13 |
+
"id2label": {
|
14 |
+
"0": "B-BANK_ACCOUNT_NUM",
|
15 |
+
"1": "B-CC_NUM",
|
16 |
+
"2": "B-CC_PROVIDER",
|
17 |
+
"3": "B-CITY",
|
18 |
+
"4": "B-DATE",
|
19 |
+
"5": "B-EMAIL",
|
20 |
+
"6": "B-FIRST_NAME",
|
21 |
+
"7": "B-ID_NUM",
|
22 |
+
"8": "B-LAST_NAME",
|
23 |
+
"9": "B-PHONE_NUM",
|
24 |
+
"10": "B-POSTAL_CODE",
|
25 |
+
"11": "B-STREET",
|
26 |
+
"12": "I-BANK_ACCOUNT_NUM",
|
27 |
+
"13": "I-CC_NUM",
|
28 |
+
"14": "I-CC_PROVIDER",
|
29 |
+
"15": "I-CITY",
|
30 |
+
"16": "I-DATE",
|
31 |
+
"17": "I-EMAIL",
|
32 |
+
"18": "I-FIRST_NAME",
|
33 |
+
"19": "I-ID_NUM",
|
34 |
+
"20": "I-LAST_NAME",
|
35 |
+
"21": "I-PHONE_NUM",
|
36 |
+
"22": "I-POSTAL_CODE",
|
37 |
+
"23": "I-STREET",
|
38 |
+
"24": "O"
|
39 |
+
},
|
40 |
+
"initializer_range": 0.02,
|
41 |
+
"intermediate_size": 3072,
|
42 |
+
"label2id": {
|
43 |
+
"B-BANK_ACCOUNT_NUM": 0,
|
44 |
+
"B-CC_NUM": 1,
|
45 |
+
"B-CC_PROVIDER": 2,
|
46 |
+
"B-CITY": 3,
|
47 |
+
"B-DATE": 4,
|
48 |
+
"B-EMAIL": 5,
|
49 |
+
"B-FIRST_NAME": 6,
|
50 |
+
"B-ID_NUM": 7,
|
51 |
+
"B-LAST_NAME": 8,
|
52 |
+
"B-PHONE_NUM": 9,
|
53 |
+
"B-POSTAL_CODE": 10,
|
54 |
+
"B-STREET": 11,
|
55 |
+
"I-BANK_ACCOUNT_NUM": 12,
|
56 |
+
"I-CC_NUM": 13,
|
57 |
+
"I-CC_PROVIDER": 14,
|
58 |
+
"I-CITY": 15,
|
59 |
+
"I-DATE": 16,
|
60 |
+
"I-EMAIL": 17,
|
61 |
+
"I-FIRST_NAME": 18,
|
62 |
+
"I-ID_NUM": 19,
|
63 |
+
"I-LAST_NAME": 20,
|
64 |
+
"I-PHONE_NUM": 21,
|
65 |
+
"I-POSTAL_CODE": 22,
|
66 |
+
"I-STREET": 23,
|
67 |
+
"O": 24
|
68 |
+
},
|
69 |
+
"layer_norm_eps": 1e-05,
|
70 |
+
"max_position_embeddings": 514,
|
71 |
+
"model_type": "xlm-roberta",
|
72 |
+
"num_attention_heads": 12,
|
73 |
+
"num_hidden_layers": 12,
|
74 |
+
"output_past": true,
|
75 |
+
"pad_token_id": 1,
|
76 |
+
"position_embedding_type": "absolute",
|
77 |
+
"torch_dtype": "float32",
|
78 |
+
"transformers_version": "4.44.2",
|
79 |
+
"type_vocab_size": 1,
|
80 |
+
"use_cache": true,
|
81 |
+
"vocab_size": 250002
|
82 |
+
}
|
checkpoint-7615/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:eb60e772f76b4f658de8a682f5851cb8fd5c2479f313f5ba3537e2eee07af663
|
3 |
+
size 1109913172
|
checkpoint-7615/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:54daf99ea6d92157fee688327ff4e170cca1ac08bb95ba9f82508ac18db322b6
|
3 |
+
size 2219944634
|
checkpoint-7615/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:bf61d2d43a2a1d3499c22d3bc2cbce30d7aaf9b1950fa18402026d7149849c91
|
3 |
+
size 14244
|
checkpoint-7615/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:12b4cb0cfb4aa16cd6ebae55dc0b3ffe98a32cabe91abc81d611021578868c9b
|
3 |
+
size 1064
|
checkpoint-7615/sentencepiece.bpe.model
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:cfc8146abe2a0488e9e2a0c56de7952f7c11ab059eca145a0a727afce0db2865
|
3 |
+
size 5069051
|
checkpoint-7615/special_tokens_map.json
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"bos_token": "<s>",
|
3 |
+
"cls_token": "<s>",
|
4 |
+
"eos_token": "</s>",
|
5 |
+
"mask_token": {
|
6 |
+
"content": "<mask>",
|
7 |
+
"lstrip": true,
|
8 |
+
"normalized": false,
|
9 |
+
"rstrip": false,
|
10 |
+
"single_word": false
|
11 |
+
},
|
12 |
+
"pad_token": "<pad>",
|
13 |
+
"sep_token": "</s>",
|
14 |
+
"unk_token": "<unk>"
|
15 |
+
}
|
checkpoint-7615/tokenizer.json
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3ffb37461c391f096759f4a9bbbc329da0f36952f88bab061fcf84940c022e98
|
3 |
+
size 17082999
|
checkpoint-7615/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 |
+
"250001": {
|
36 |
+
"content": "<mask>",
|
37 |
+
"lstrip": true,
|
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": 512,
|
50 |
+
"pad_token": "<pad>",
|
51 |
+
"sep_token": "</s>",
|
52 |
+
"tokenizer_class": "XLMRobertaTokenizer",
|
53 |
+
"unk_token": "<unk>"
|
54 |
+
}
|
checkpoint-7615/trainer_state.json
ADDED
@@ -0,0 +1,1157 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.998085740410612,
|
3 |
+
"best_model_checkpoint": "/content/drive/MyDrive/GolemPII/GolemPII-xlm-roberta-v1/checkpoint-7615",
|
4 |
+
"epoch": 5.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 7615,
|
7 |
+
"is_hyper_param_search": false,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.03282994090610637,
|
13 |
+
"grad_norm": 10.239672660827637,
|
14 |
+
"learning_rate": 6.036745406824147e-06,
|
15 |
+
"loss": 3.0294,
|
16 |
+
"step": 50
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 0.06565988181221274,
|
20 |
+
"grad_norm": 1.969146966934204,
|
21 |
+
"learning_rate": 1.2598425196850394e-05,
|
22 |
+
"loss": 1.5238,
|
23 |
+
"step": 100
|
24 |
+
},
|
25 |
+
{
|
26 |
+
"epoch": 0.0984898227183191,
|
27 |
+
"grad_norm": 0.7575042843818665,
|
28 |
+
"learning_rate": 1.916010498687664e-05,
|
29 |
+
"loss": 0.2974,
|
30 |
+
"step": 150
|
31 |
+
},
|
32 |
+
{
|
33 |
+
"epoch": 0.1313197636244255,
|
34 |
+
"grad_norm": 0.6243991851806641,
|
35 |
+
"learning_rate": 2.572178477690289e-05,
|
36 |
+
"loss": 0.0568,
|
37 |
+
"step": 200
|
38 |
+
},
|
39 |
+
{
|
40 |
+
"epoch": 0.16414970453053185,
|
41 |
+
"grad_norm": 0.35771840810775757,
|
42 |
+
"learning_rate": 3.228346456692913e-05,
|
43 |
+
"loss": 0.031,
|
44 |
+
"step": 250
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 0.1969796454366382,
|
48 |
+
"grad_norm": 0.7596266865730286,
|
49 |
+
"learning_rate": 3.8845144356955383e-05,
|
50 |
+
"loss": 0.0205,
|
51 |
+
"step": 300
|
52 |
+
},
|
53 |
+
{
|
54 |
+
"epoch": 0.2298095863427446,
|
55 |
+
"grad_norm": 0.4744904339313507,
|
56 |
+
"learning_rate": 4.540682414698163e-05,
|
57 |
+
"loss": 0.0189,
|
58 |
+
"step": 350
|
59 |
+
},
|
60 |
+
{
|
61 |
+
"epoch": 0.262639527248851,
|
62 |
+
"grad_norm": 1.39719557762146,
|
63 |
+
"learning_rate": 4.989632291954659e-05,
|
64 |
+
"loss": 0.0138,
|
65 |
+
"step": 400
|
66 |
+
},
|
67 |
+
{
|
68 |
+
"epoch": 0.29546946815495734,
|
69 |
+
"grad_norm": 0.29437175393104553,
|
70 |
+
"learning_rate": 4.955073265136854e-05,
|
71 |
+
"loss": 0.0125,
|
72 |
+
"step": 450
|
73 |
+
},
|
74 |
+
{
|
75 |
+
"epoch": 0.3282994090610637,
|
76 |
+
"grad_norm": 0.19857335090637207,
|
77 |
+
"learning_rate": 4.920514238319049e-05,
|
78 |
+
"loss": 0.0107,
|
79 |
+
"step": 500
|
80 |
+
},
|
81 |
+
{
|
82 |
+
"epoch": 0.36112934996717005,
|
83 |
+
"grad_norm": 0.34563446044921875,
|
84 |
+
"learning_rate": 4.885955211501244e-05,
|
85 |
+
"loss": 0.0106,
|
86 |
+
"step": 550
|
87 |
+
},
|
88 |
+
{
|
89 |
+
"epoch": 0.3939592908732764,
|
90 |
+
"grad_norm": 0.3963533639907837,
|
91 |
+
"learning_rate": 4.851396184683439e-05,
|
92 |
+
"loss": 0.0122,
|
93 |
+
"step": 600
|
94 |
+
},
|
95 |
+
{
|
96 |
+
"epoch": 0.42678923177938277,
|
97 |
+
"grad_norm": 0.37360525131225586,
|
98 |
+
"learning_rate": 4.816837157865634e-05,
|
99 |
+
"loss": 0.009,
|
100 |
+
"step": 650
|
101 |
+
},
|
102 |
+
{
|
103 |
+
"epoch": 0.4596191726854892,
|
104 |
+
"grad_norm": 0.2154053896665573,
|
105 |
+
"learning_rate": 4.78227813104783e-05,
|
106 |
+
"loss": 0.0083,
|
107 |
+
"step": 700
|
108 |
+
},
|
109 |
+
{
|
110 |
+
"epoch": 0.49244911359159554,
|
111 |
+
"grad_norm": 0.33652621507644653,
|
112 |
+
"learning_rate": 4.747719104230025e-05,
|
113 |
+
"loss": 0.0078,
|
114 |
+
"step": 750
|
115 |
+
},
|
116 |
+
{
|
117 |
+
"epoch": 0.525279054497702,
|
118 |
+
"grad_norm": 0.5589196085929871,
|
119 |
+
"learning_rate": 4.71316007741222e-05,
|
120 |
+
"loss": 0.0088,
|
121 |
+
"step": 800
|
122 |
+
},
|
123 |
+
{
|
124 |
+
"epoch": 0.5581089954038083,
|
125 |
+
"grad_norm": 0.33235111832618713,
|
126 |
+
"learning_rate": 4.678601050594415e-05,
|
127 |
+
"loss": 0.0064,
|
128 |
+
"step": 850
|
129 |
+
},
|
130 |
+
{
|
131 |
+
"epoch": 0.5909389363099147,
|
132 |
+
"grad_norm": 0.36602529883384705,
|
133 |
+
"learning_rate": 4.644042023776611e-05,
|
134 |
+
"loss": 0.0068,
|
135 |
+
"step": 900
|
136 |
+
},
|
137 |
+
{
|
138 |
+
"epoch": 0.623768877216021,
|
139 |
+
"grad_norm": 1.011355996131897,
|
140 |
+
"learning_rate": 4.609482996958806e-05,
|
141 |
+
"loss": 0.0059,
|
142 |
+
"step": 950
|
143 |
+
},
|
144 |
+
{
|
145 |
+
"epoch": 0.6565988181221274,
|
146 |
+
"grad_norm": 0.5964003205299377,
|
147 |
+
"learning_rate": 4.574923970141001e-05,
|
148 |
+
"loss": 0.0051,
|
149 |
+
"step": 1000
|
150 |
+
},
|
151 |
+
{
|
152 |
+
"epoch": 0.6894287590282338,
|
153 |
+
"grad_norm": 0.21312755346298218,
|
154 |
+
"learning_rate": 4.540364943323196e-05,
|
155 |
+
"loss": 0.0058,
|
156 |
+
"step": 1050
|
157 |
+
},
|
158 |
+
{
|
159 |
+
"epoch": 0.7222586999343401,
|
160 |
+
"grad_norm": 0.19403104484081268,
|
161 |
+
"learning_rate": 4.5058059165053913e-05,
|
162 |
+
"loss": 0.0058,
|
163 |
+
"step": 1100
|
164 |
+
},
|
165 |
+
{
|
166 |
+
"epoch": 0.7550886408404465,
|
167 |
+
"grad_norm": 0.15370243787765503,
|
168 |
+
"learning_rate": 4.4712468896875864e-05,
|
169 |
+
"loss": 0.0051,
|
170 |
+
"step": 1150
|
171 |
+
},
|
172 |
+
{
|
173 |
+
"epoch": 0.7879185817465528,
|
174 |
+
"grad_norm": 0.3946862518787384,
|
175 |
+
"learning_rate": 4.4366878628697815e-05,
|
176 |
+
"loss": 0.0054,
|
177 |
+
"step": 1200
|
178 |
+
},
|
179 |
+
{
|
180 |
+
"epoch": 0.8207485226526592,
|
181 |
+
"grad_norm": 0.23363596200942993,
|
182 |
+
"learning_rate": 4.402128836051977e-05,
|
183 |
+
"loss": 0.0048,
|
184 |
+
"step": 1250
|
185 |
+
},
|
186 |
+
{
|
187 |
+
"epoch": 0.8535784635587655,
|
188 |
+
"grad_norm": 0.25897666811943054,
|
189 |
+
"learning_rate": 4.367569809234172e-05,
|
190 |
+
"loss": 0.007,
|
191 |
+
"step": 1300
|
192 |
+
},
|
193 |
+
{
|
194 |
+
"epoch": 0.886408404464872,
|
195 |
+
"grad_norm": 0.15858227014541626,
|
196 |
+
"learning_rate": 4.3330107824163674e-05,
|
197 |
+
"loss": 0.0042,
|
198 |
+
"step": 1350
|
199 |
+
},
|
200 |
+
{
|
201 |
+
"epoch": 0.9192383453709784,
|
202 |
+
"grad_norm": 0.13322387635707855,
|
203 |
+
"learning_rate": 4.2984517555985625e-05,
|
204 |
+
"loss": 0.005,
|
205 |
+
"step": 1400
|
206 |
+
},
|
207 |
+
{
|
208 |
+
"epoch": 0.9520682862770847,
|
209 |
+
"grad_norm": 0.16873428225517273,
|
210 |
+
"learning_rate": 4.2638927287807575e-05,
|
211 |
+
"loss": 0.0046,
|
212 |
+
"step": 1450
|
213 |
+
},
|
214 |
+
{
|
215 |
+
"epoch": 0.9848982271831911,
|
216 |
+
"grad_norm": 0.18423955142498016,
|
217 |
+
"learning_rate": 4.229333701962953e-05,
|
218 |
+
"loss": 0.0058,
|
219 |
+
"step": 1500
|
220 |
+
},
|
221 |
+
{
|
222 |
+
"epoch": 1.0,
|
223 |
+
"eval_accuracy": 0.9993276594535457,
|
224 |
+
"eval_f1": 0.9933933815429036,
|
225 |
+
"eval_loss": 0.0024869011249393225,
|
226 |
+
"eval_precision": 0.9931092525380043,
|
227 |
+
"eval_recall": 0.9936776731732028,
|
228 |
+
"eval_runtime": 76.0097,
|
229 |
+
"eval_samples_per_second": 236.812,
|
230 |
+
"eval_steps_per_second": 3.71,
|
231 |
+
"step": 1523
|
232 |
+
},
|
233 |
+
{
|
234 |
+
"epoch": 1.0177281680892973,
|
235 |
+
"grad_norm": 0.29311779141426086,
|
236 |
+
"learning_rate": 4.1947746751451484e-05,
|
237 |
+
"loss": 0.0041,
|
238 |
+
"step": 1550
|
239 |
+
},
|
240 |
+
{
|
241 |
+
"epoch": 1.050558108995404,
|
242 |
+
"grad_norm": 0.10629381239414215,
|
243 |
+
"learning_rate": 4.1602156483273434e-05,
|
244 |
+
"loss": 0.0037,
|
245 |
+
"step": 1600
|
246 |
+
},
|
247 |
+
{
|
248 |
+
"epoch": 1.0833880499015103,
|
249 |
+
"grad_norm": 0.18275995552539825,
|
250 |
+
"learning_rate": 4.1256566215095385e-05,
|
251 |
+
"loss": 0.0043,
|
252 |
+
"step": 1650
|
253 |
+
},
|
254 |
+
{
|
255 |
+
"epoch": 1.1162179908076166,
|
256 |
+
"grad_norm": 0.06012125313282013,
|
257 |
+
"learning_rate": 4.0910975946917336e-05,
|
258 |
+
"loss": 0.0062,
|
259 |
+
"step": 1700
|
260 |
+
},
|
261 |
+
{
|
262 |
+
"epoch": 1.149047931713723,
|
263 |
+
"grad_norm": 7.185174942016602,
|
264 |
+
"learning_rate": 4.0565385678739286e-05,
|
265 |
+
"loss": 0.0085,
|
266 |
+
"step": 1750
|
267 |
+
},
|
268 |
+
{
|
269 |
+
"epoch": 1.1818778726198294,
|
270 |
+
"grad_norm": 0.07045840471982956,
|
271 |
+
"learning_rate": 4.021979541056124e-05,
|
272 |
+
"loss": 0.0031,
|
273 |
+
"step": 1800
|
274 |
+
},
|
275 |
+
{
|
276 |
+
"epoch": 1.2147078135259357,
|
277 |
+
"grad_norm": 0.23435795307159424,
|
278 |
+
"learning_rate": 3.9874205142383195e-05,
|
279 |
+
"loss": 0.0026,
|
280 |
+
"step": 1850
|
281 |
+
},
|
282 |
+
{
|
283 |
+
"epoch": 1.247537754432042,
|
284 |
+
"grad_norm": 0.046855829656124115,
|
285 |
+
"learning_rate": 3.9528614874205145e-05,
|
286 |
+
"loss": 0.0031,
|
287 |
+
"step": 1900
|
288 |
+
},
|
289 |
+
{
|
290 |
+
"epoch": 1.2803676953381484,
|
291 |
+
"grad_norm": 0.3116040527820587,
|
292 |
+
"learning_rate": 3.9183024606027096e-05,
|
293 |
+
"loss": 0.0032,
|
294 |
+
"step": 1950
|
295 |
+
},
|
296 |
+
{
|
297 |
+
"epoch": 1.3131976362442548,
|
298 |
+
"grad_norm": 0.10148299485445023,
|
299 |
+
"learning_rate": 3.883743433784905e-05,
|
300 |
+
"loss": 0.0026,
|
301 |
+
"step": 2000
|
302 |
+
},
|
303 |
+
{
|
304 |
+
"epoch": 1.3460275771503611,
|
305 |
+
"grad_norm": 0.06928931921720505,
|
306 |
+
"learning_rate": 3.8491844069671004e-05,
|
307 |
+
"loss": 0.0028,
|
308 |
+
"step": 2050
|
309 |
+
},
|
310 |
+
{
|
311 |
+
"epoch": 1.3788575180564675,
|
312 |
+
"grad_norm": 0.09313840419054031,
|
313 |
+
"learning_rate": 3.8146253801492955e-05,
|
314 |
+
"loss": 0.0027,
|
315 |
+
"step": 2100
|
316 |
+
},
|
317 |
+
{
|
318 |
+
"epoch": 1.4116874589625739,
|
319 |
+
"grad_norm": 0.28150513768196106,
|
320 |
+
"learning_rate": 3.7800663533314906e-05,
|
321 |
+
"loss": 0.0032,
|
322 |
+
"step": 2150
|
323 |
+
},
|
324 |
+
{
|
325 |
+
"epoch": 1.4445173998686802,
|
326 |
+
"grad_norm": 0.4722907841205597,
|
327 |
+
"learning_rate": 3.745507326513685e-05,
|
328 |
+
"loss": 0.0037,
|
329 |
+
"step": 2200
|
330 |
+
},
|
331 |
+
{
|
332 |
+
"epoch": 1.4773473407747866,
|
333 |
+
"grad_norm": 0.5664809346199036,
|
334 |
+
"learning_rate": 3.710948299695881e-05,
|
335 |
+
"loss": 0.0026,
|
336 |
+
"step": 2250
|
337 |
+
},
|
338 |
+
{
|
339 |
+
"epoch": 1.510177281680893,
|
340 |
+
"grad_norm": 0.03828972578048706,
|
341 |
+
"learning_rate": 3.676389272878076e-05,
|
342 |
+
"loss": 0.0022,
|
343 |
+
"step": 2300
|
344 |
+
},
|
345 |
+
{
|
346 |
+
"epoch": 1.5430072225869993,
|
347 |
+
"grad_norm": 0.5701923370361328,
|
348 |
+
"learning_rate": 3.641830246060271e-05,
|
349 |
+
"loss": 0.0022,
|
350 |
+
"step": 2350
|
351 |
+
},
|
352 |
+
{
|
353 |
+
"epoch": 1.5758371634931057,
|
354 |
+
"grad_norm": 0.15145182609558105,
|
355 |
+
"learning_rate": 3.607271219242466e-05,
|
356 |
+
"loss": 0.0029,
|
357 |
+
"step": 2400
|
358 |
+
},
|
359 |
+
{
|
360 |
+
"epoch": 1.608667104399212,
|
361 |
+
"grad_norm": 0.055488649755716324,
|
362 |
+
"learning_rate": 3.572712192424662e-05,
|
363 |
+
"loss": 0.002,
|
364 |
+
"step": 2450
|
365 |
+
},
|
366 |
+
{
|
367 |
+
"epoch": 1.6414970453053184,
|
368 |
+
"grad_norm": 0.2535063624382019,
|
369 |
+
"learning_rate": 3.538153165606857e-05,
|
370 |
+
"loss": 0.0024,
|
371 |
+
"step": 2500
|
372 |
+
},
|
373 |
+
{
|
374 |
+
"epoch": 1.6743269862114247,
|
375 |
+
"grad_norm": 0.09548994898796082,
|
376 |
+
"learning_rate": 3.503594138789052e-05,
|
377 |
+
"loss": 0.0024,
|
378 |
+
"step": 2550
|
379 |
+
},
|
380 |
+
{
|
381 |
+
"epoch": 1.707156927117531,
|
382 |
+
"grad_norm": 0.04930610582232475,
|
383 |
+
"learning_rate": 3.469035111971247e-05,
|
384 |
+
"loss": 0.0021,
|
385 |
+
"step": 2600
|
386 |
+
},
|
387 |
+
{
|
388 |
+
"epoch": 1.7399868680236374,
|
389 |
+
"grad_norm": 0.12071087211370468,
|
390 |
+
"learning_rate": 3.434476085153443e-05,
|
391 |
+
"loss": 0.0023,
|
392 |
+
"step": 2650
|
393 |
+
},
|
394 |
+
{
|
395 |
+
"epoch": 1.7728168089297438,
|
396 |
+
"grad_norm": 0.038167692720890045,
|
397 |
+
"learning_rate": 3.399917058335638e-05,
|
398 |
+
"loss": 0.0027,
|
399 |
+
"step": 2700
|
400 |
+
},
|
401 |
+
{
|
402 |
+
"epoch": 1.8056467498358502,
|
403 |
+
"grad_norm": 0.016604498028755188,
|
404 |
+
"learning_rate": 3.365358031517832e-05,
|
405 |
+
"loss": 0.0025,
|
406 |
+
"step": 2750
|
407 |
+
},
|
408 |
+
{
|
409 |
+
"epoch": 1.8384766907419565,
|
410 |
+
"grad_norm": 0.10711315274238586,
|
411 |
+
"learning_rate": 3.330799004700028e-05,
|
412 |
+
"loss": 0.0021,
|
413 |
+
"step": 2800
|
414 |
+
},
|
415 |
+
{
|
416 |
+
"epoch": 1.8713066316480629,
|
417 |
+
"grad_norm": 0.10547716170549393,
|
418 |
+
"learning_rate": 3.296239977882223e-05,
|
419 |
+
"loss": 0.0029,
|
420 |
+
"step": 2850
|
421 |
+
},
|
422 |
+
{
|
423 |
+
"epoch": 1.9041365725541692,
|
424 |
+
"grad_norm": 0.12901557981967926,
|
425 |
+
"learning_rate": 3.261680951064418e-05,
|
426 |
+
"loss": 0.0026,
|
427 |
+
"step": 2900
|
428 |
+
},
|
429 |
+
{
|
430 |
+
"epoch": 1.9369665134602758,
|
431 |
+
"grad_norm": 0.16034963726997375,
|
432 |
+
"learning_rate": 3.227121924246613e-05,
|
433 |
+
"loss": 0.0031,
|
434 |
+
"step": 2950
|
435 |
+
},
|
436 |
+
{
|
437 |
+
"epoch": 1.9697964543663822,
|
438 |
+
"grad_norm": 0.060961514711380005,
|
439 |
+
"learning_rate": 3.192562897428809e-05,
|
440 |
+
"loss": 0.0017,
|
441 |
+
"step": 3000
|
442 |
+
},
|
443 |
+
{
|
444 |
+
"epoch": 2.0,
|
445 |
+
"eval_accuracy": 0.9995754536025347,
|
446 |
+
"eval_f1": 0.995708295650744,
|
447 |
+
"eval_loss": 0.0013849161332473159,
|
448 |
+
"eval_precision": 0.9954693109933322,
|
449 |
+
"eval_recall": 0.9959473950829271,
|
450 |
+
"eval_runtime": 75.6987,
|
451 |
+
"eval_samples_per_second": 237.785,
|
452 |
+
"eval_steps_per_second": 3.725,
|
453 |
+
"step": 3046
|
454 |
+
},
|
455 |
+
{
|
456 |
+
"epoch": 2.0026263952724883,
|
457 |
+
"grad_norm": 0.08297313749790192,
|
458 |
+
"learning_rate": 3.158003870611004e-05,
|
459 |
+
"loss": 0.0026,
|
460 |
+
"step": 3050
|
461 |
+
},
|
462 |
+
{
|
463 |
+
"epoch": 2.0354563361785947,
|
464 |
+
"grad_norm": 0.19145315885543823,
|
465 |
+
"learning_rate": 3.123444843793199e-05,
|
466 |
+
"loss": 0.0014,
|
467 |
+
"step": 3100
|
468 |
+
},
|
469 |
+
{
|
470 |
+
"epoch": 2.0682862770847015,
|
471 |
+
"grad_norm": 0.08754308521747589,
|
472 |
+
"learning_rate": 3.088885816975394e-05,
|
473 |
+
"loss": 0.0014,
|
474 |
+
"step": 3150
|
475 |
+
},
|
476 |
+
{
|
477 |
+
"epoch": 2.101116217990808,
|
478 |
+
"grad_norm": 0.1580217033624649,
|
479 |
+
"learning_rate": 3.054326790157589e-05,
|
480 |
+
"loss": 0.0016,
|
481 |
+
"step": 3200
|
482 |
+
},
|
483 |
+
{
|
484 |
+
"epoch": 2.133946158896914,
|
485 |
+
"grad_norm": 0.022689586505293846,
|
486 |
+
"learning_rate": 3.0197677633397846e-05,
|
487 |
+
"loss": 0.0016,
|
488 |
+
"step": 3250
|
489 |
+
},
|
490 |
+
{
|
491 |
+
"epoch": 2.1667760998030205,
|
492 |
+
"grad_norm": 0.10402818024158478,
|
493 |
+
"learning_rate": 2.9852087365219793e-05,
|
494 |
+
"loss": 0.0015,
|
495 |
+
"step": 3300
|
496 |
+
},
|
497 |
+
{
|
498 |
+
"epoch": 2.199606040709127,
|
499 |
+
"grad_norm": 0.11667637526988983,
|
500 |
+
"learning_rate": 2.9506497097041747e-05,
|
501 |
+
"loss": 0.002,
|
502 |
+
"step": 3350
|
503 |
+
},
|
504 |
+
{
|
505 |
+
"epoch": 2.2324359816152333,
|
506 |
+
"grad_norm": 0.24381309747695923,
|
507 |
+
"learning_rate": 2.9160906828863698e-05,
|
508 |
+
"loss": 0.0039,
|
509 |
+
"step": 3400
|
510 |
+
},
|
511 |
+
{
|
512 |
+
"epoch": 2.2652659225213396,
|
513 |
+
"grad_norm": 0.03473767638206482,
|
514 |
+
"learning_rate": 2.8815316560685652e-05,
|
515 |
+
"loss": 0.0016,
|
516 |
+
"step": 3450
|
517 |
+
},
|
518 |
+
{
|
519 |
+
"epoch": 2.298095863427446,
|
520 |
+
"grad_norm": 1.3230725526809692,
|
521 |
+
"learning_rate": 2.8469726292507603e-05,
|
522 |
+
"loss": 0.0016,
|
523 |
+
"step": 3500
|
524 |
+
},
|
525 |
+
{
|
526 |
+
"epoch": 2.3309258043335523,
|
527 |
+
"grad_norm": 0.1341700553894043,
|
528 |
+
"learning_rate": 2.8124136024329557e-05,
|
529 |
+
"loss": 0.0047,
|
530 |
+
"step": 3550
|
531 |
+
},
|
532 |
+
{
|
533 |
+
"epoch": 2.3637557452396587,
|
534 |
+
"grad_norm": 0.13513527810573578,
|
535 |
+
"learning_rate": 2.7778545756151508e-05,
|
536 |
+
"loss": 0.0018,
|
537 |
+
"step": 3600
|
538 |
+
},
|
539 |
+
{
|
540 |
+
"epoch": 2.396585686145765,
|
541 |
+
"grad_norm": 0.0577649362385273,
|
542 |
+
"learning_rate": 2.743295548797346e-05,
|
543 |
+
"loss": 0.0014,
|
544 |
+
"step": 3650
|
545 |
+
},
|
546 |
+
{
|
547 |
+
"epoch": 2.4294156270518714,
|
548 |
+
"grad_norm": 0.1941065490245819,
|
549 |
+
"learning_rate": 2.7087365219795412e-05,
|
550 |
+
"loss": 0.0011,
|
551 |
+
"step": 3700
|
552 |
+
},
|
553 |
+
{
|
554 |
+
"epoch": 2.4622455679579778,
|
555 |
+
"grad_norm": 0.15985670685768127,
|
556 |
+
"learning_rate": 2.6741774951617367e-05,
|
557 |
+
"loss": 0.0016,
|
558 |
+
"step": 3750
|
559 |
+
},
|
560 |
+
{
|
561 |
+
"epoch": 2.495075508864084,
|
562 |
+
"grad_norm": 0.08614476025104523,
|
563 |
+
"learning_rate": 2.6396184683439317e-05,
|
564 |
+
"loss": 0.0016,
|
565 |
+
"step": 3800
|
566 |
+
},
|
567 |
+
{
|
568 |
+
"epoch": 2.5279054497701905,
|
569 |
+
"grad_norm": 0.15596601366996765,
|
570 |
+
"learning_rate": 2.605059441526127e-05,
|
571 |
+
"loss": 0.0016,
|
572 |
+
"step": 3850
|
573 |
+
},
|
574 |
+
{
|
575 |
+
"epoch": 2.560735390676297,
|
576 |
+
"grad_norm": 0.12409207224845886,
|
577 |
+
"learning_rate": 2.5705004147083215e-05,
|
578 |
+
"loss": 0.0015,
|
579 |
+
"step": 3900
|
580 |
+
},
|
581 |
+
{
|
582 |
+
"epoch": 2.593565331582403,
|
583 |
+
"grad_norm": 0.189951092004776,
|
584 |
+
"learning_rate": 2.535941387890517e-05,
|
585 |
+
"loss": 0.0015,
|
586 |
+
"step": 3950
|
587 |
+
},
|
588 |
+
{
|
589 |
+
"epoch": 2.6263952724885096,
|
590 |
+
"grad_norm": 0.059304554015398026,
|
591 |
+
"learning_rate": 2.501382361072712e-05,
|
592 |
+
"loss": 0.0014,
|
593 |
+
"step": 4000
|
594 |
+
},
|
595 |
+
{
|
596 |
+
"epoch": 2.659225213394616,
|
597 |
+
"grad_norm": 0.24233925342559814,
|
598 |
+
"learning_rate": 2.4668233342549074e-05,
|
599 |
+
"loss": 0.0013,
|
600 |
+
"step": 4050
|
601 |
+
},
|
602 |
+
{
|
603 |
+
"epoch": 2.6920551543007223,
|
604 |
+
"grad_norm": 0.2739645838737488,
|
605 |
+
"learning_rate": 2.4322643074371025e-05,
|
606 |
+
"loss": 0.0012,
|
607 |
+
"step": 4100
|
608 |
+
},
|
609 |
+
{
|
610 |
+
"epoch": 2.7248850952068286,
|
611 |
+
"grad_norm": 0.11855873465538025,
|
612 |
+
"learning_rate": 2.397705280619298e-05,
|
613 |
+
"loss": 0.0019,
|
614 |
+
"step": 4150
|
615 |
+
},
|
616 |
+
{
|
617 |
+
"epoch": 2.757715036112935,
|
618 |
+
"grad_norm": 0.05818852037191391,
|
619 |
+
"learning_rate": 2.363146253801493e-05,
|
620 |
+
"loss": 0.0027,
|
621 |
+
"step": 4200
|
622 |
+
},
|
623 |
+
{
|
624 |
+
"epoch": 2.7905449770190414,
|
625 |
+
"grad_norm": 0.06046278029680252,
|
626 |
+
"learning_rate": 2.3285872269836884e-05,
|
627 |
+
"loss": 0.0014,
|
628 |
+
"step": 4250
|
629 |
+
},
|
630 |
+
{
|
631 |
+
"epoch": 2.8233749179251477,
|
632 |
+
"grad_norm": 0.04216454550623894,
|
633 |
+
"learning_rate": 2.2940282001658835e-05,
|
634 |
+
"loss": 0.0011,
|
635 |
+
"step": 4300
|
636 |
+
},
|
637 |
+
{
|
638 |
+
"epoch": 2.856204858831254,
|
639 |
+
"grad_norm": 0.0564955435693264,
|
640 |
+
"learning_rate": 2.2594691733480785e-05,
|
641 |
+
"loss": 0.0015,
|
642 |
+
"step": 4350
|
643 |
+
},
|
644 |
+
{
|
645 |
+
"epoch": 2.8890347997373604,
|
646 |
+
"grad_norm": 0.10374019294977188,
|
647 |
+
"learning_rate": 2.224910146530274e-05,
|
648 |
+
"loss": 0.0013,
|
649 |
+
"step": 4400
|
650 |
+
},
|
651 |
+
{
|
652 |
+
"epoch": 2.921864740643467,
|
653 |
+
"grad_norm": 0.2742884159088135,
|
654 |
+
"learning_rate": 2.190351119712469e-05,
|
655 |
+
"loss": 0.0014,
|
656 |
+
"step": 4450
|
657 |
+
},
|
658 |
+
{
|
659 |
+
"epoch": 2.954694681549573,
|
660 |
+
"grad_norm": 0.02845386229455471,
|
661 |
+
"learning_rate": 2.155792092894664e-05,
|
662 |
+
"loss": 0.0013,
|
663 |
+
"step": 4500
|
664 |
+
},
|
665 |
+
{
|
666 |
+
"epoch": 2.9875246224556795,
|
667 |
+
"grad_norm": 0.10036207735538483,
|
668 |
+
"learning_rate": 2.1212330660768595e-05,
|
669 |
+
"loss": 0.0012,
|
670 |
+
"step": 4550
|
671 |
+
},
|
672 |
+
{
|
673 |
+
"epoch": 3.0,
|
674 |
+
"eval_accuracy": 0.9997391341413165,
|
675 |
+
"eval_f1": 0.9973228263586491,
|
676 |
+
"eval_loss": 0.0009462219895794988,
|
677 |
+
"eval_precision": 0.9971588480180992,
|
678 |
+
"eval_recall": 0.9974868586390879,
|
679 |
+
"eval_runtime": 75.644,
|
680 |
+
"eval_samples_per_second": 237.957,
|
681 |
+
"eval_steps_per_second": 3.728,
|
682 |
+
"step": 4569
|
683 |
+
},
|
684 |
+
{
|
685 |
+
"epoch": 3.020354563361786,
|
686 |
+
"grad_norm": 0.08079813420772552,
|
687 |
+
"learning_rate": 2.0866740392590546e-05,
|
688 |
+
"loss": 0.0011,
|
689 |
+
"step": 4600
|
690 |
+
},
|
691 |
+
{
|
692 |
+
"epoch": 3.0531845042678922,
|
693 |
+
"grad_norm": 0.09932583570480347,
|
694 |
+
"learning_rate": 2.0521150124412497e-05,
|
695 |
+
"loss": 0.0023,
|
696 |
+
"step": 4650
|
697 |
+
},
|
698 |
+
{
|
699 |
+
"epoch": 3.0860144451739986,
|
700 |
+
"grad_norm": 0.05140871927142143,
|
701 |
+
"learning_rate": 2.017555985623445e-05,
|
702 |
+
"loss": 0.001,
|
703 |
+
"step": 4700
|
704 |
+
},
|
705 |
+
{
|
706 |
+
"epoch": 3.118844386080105,
|
707 |
+
"grad_norm": 0.19095173478126526,
|
708 |
+
"learning_rate": 1.98299695880564e-05,
|
709 |
+
"loss": 0.001,
|
710 |
+
"step": 4750
|
711 |
+
},
|
712 |
+
{
|
713 |
+
"epoch": 3.1516743269862113,
|
714 |
+
"grad_norm": 0.041814982891082764,
|
715 |
+
"learning_rate": 1.9484379319878356e-05,
|
716 |
+
"loss": 0.0018,
|
717 |
+
"step": 4800
|
718 |
+
},
|
719 |
+
{
|
720 |
+
"epoch": 3.1845042678923177,
|
721 |
+
"grad_norm": 0.025649981573224068,
|
722 |
+
"learning_rate": 1.9138789051700303e-05,
|
723 |
+
"loss": 0.0008,
|
724 |
+
"step": 4850
|
725 |
+
},
|
726 |
+
{
|
727 |
+
"epoch": 3.217334208798424,
|
728 |
+
"grad_norm": 0.12662899494171143,
|
729 |
+
"learning_rate": 1.8793198783522257e-05,
|
730 |
+
"loss": 0.0009,
|
731 |
+
"step": 4900
|
732 |
+
},
|
733 |
+
{
|
734 |
+
"epoch": 3.2501641497045304,
|
735 |
+
"grad_norm": 0.10787362605333328,
|
736 |
+
"learning_rate": 1.8447608515344208e-05,
|
737 |
+
"loss": 0.0008,
|
738 |
+
"step": 4950
|
739 |
+
},
|
740 |
+
{
|
741 |
+
"epoch": 3.2829940906106367,
|
742 |
+
"grad_norm": 0.03877755254507065,
|
743 |
+
"learning_rate": 1.8102018247166162e-05,
|
744 |
+
"loss": 0.0008,
|
745 |
+
"step": 5000
|
746 |
+
},
|
747 |
+
{
|
748 |
+
"epoch": 3.315824031516743,
|
749 |
+
"grad_norm": 0.11100368201732635,
|
750 |
+
"learning_rate": 1.7756427978988113e-05,
|
751 |
+
"loss": 0.0007,
|
752 |
+
"step": 5050
|
753 |
+
},
|
754 |
+
{
|
755 |
+
"epoch": 3.3486539724228495,
|
756 |
+
"grad_norm": 0.027431080117821693,
|
757 |
+
"learning_rate": 1.7410837710810067e-05,
|
758 |
+
"loss": 0.0008,
|
759 |
+
"step": 5100
|
760 |
+
},
|
761 |
+
{
|
762 |
+
"epoch": 3.381483913328956,
|
763 |
+
"grad_norm": 0.013812090270221233,
|
764 |
+
"learning_rate": 1.7065247442632014e-05,
|
765 |
+
"loss": 0.0008,
|
766 |
+
"step": 5150
|
767 |
+
},
|
768 |
+
{
|
769 |
+
"epoch": 3.414313854235062,
|
770 |
+
"grad_norm": 0.1110658347606659,
|
771 |
+
"learning_rate": 1.6719657174453968e-05,
|
772 |
+
"loss": 0.0022,
|
773 |
+
"step": 5200
|
774 |
+
},
|
775 |
+
{
|
776 |
+
"epoch": 3.4471437951411685,
|
777 |
+
"grad_norm": 0.11397113651037216,
|
778 |
+
"learning_rate": 1.637406690627592e-05,
|
779 |
+
"loss": 0.0009,
|
780 |
+
"step": 5250
|
781 |
+
},
|
782 |
+
{
|
783 |
+
"epoch": 3.479973736047275,
|
784 |
+
"grad_norm": 0.2407987117767334,
|
785 |
+
"learning_rate": 1.6028476638097873e-05,
|
786 |
+
"loss": 0.0008,
|
787 |
+
"step": 5300
|
788 |
+
},
|
789 |
+
{
|
790 |
+
"epoch": 3.5128036769533812,
|
791 |
+
"grad_norm": 0.06540926545858383,
|
792 |
+
"learning_rate": 1.5682886369919824e-05,
|
793 |
+
"loss": 0.001,
|
794 |
+
"step": 5350
|
795 |
+
},
|
796 |
+
{
|
797 |
+
"epoch": 3.5456336178594876,
|
798 |
+
"grad_norm": 0.08520480245351791,
|
799 |
+
"learning_rate": 1.5337296101741775e-05,
|
800 |
+
"loss": 0.0007,
|
801 |
+
"step": 5400
|
802 |
+
},
|
803 |
+
{
|
804 |
+
"epoch": 3.578463558765594,
|
805 |
+
"grad_norm": 0.091216079890728,
|
806 |
+
"learning_rate": 1.4991705833563727e-05,
|
807 |
+
"loss": 0.0011,
|
808 |
+
"step": 5450
|
809 |
+
},
|
810 |
+
{
|
811 |
+
"epoch": 3.6112934996717003,
|
812 |
+
"grad_norm": 0.1052037924528122,
|
813 |
+
"learning_rate": 1.464611556538568e-05,
|
814 |
+
"loss": 0.0008,
|
815 |
+
"step": 5500
|
816 |
+
},
|
817 |
+
{
|
818 |
+
"epoch": 3.6441234405778067,
|
819 |
+
"grad_norm": 0.30819040536880493,
|
820 |
+
"learning_rate": 1.4300525297207632e-05,
|
821 |
+
"loss": 0.0007,
|
822 |
+
"step": 5550
|
823 |
+
},
|
824 |
+
{
|
825 |
+
"epoch": 3.6769533814839135,
|
826 |
+
"grad_norm": 0.06232546642422676,
|
827 |
+
"learning_rate": 1.3954935029029584e-05,
|
828 |
+
"loss": 0.0005,
|
829 |
+
"step": 5600
|
830 |
+
},
|
831 |
+
{
|
832 |
+
"epoch": 3.70978332239002,
|
833 |
+
"grad_norm": 0.08547823131084442,
|
834 |
+
"learning_rate": 1.3609344760851537e-05,
|
835 |
+
"loss": 0.0006,
|
836 |
+
"step": 5650
|
837 |
+
},
|
838 |
+
{
|
839 |
+
"epoch": 3.742613263296126,
|
840 |
+
"grad_norm": 0.12835901975631714,
|
841 |
+
"learning_rate": 1.3263754492673486e-05,
|
842 |
+
"loss": 0.0028,
|
843 |
+
"step": 5700
|
844 |
+
},
|
845 |
+
{
|
846 |
+
"epoch": 3.7754432042022326,
|
847 |
+
"grad_norm": 0.07907555252313614,
|
848 |
+
"learning_rate": 1.2918164224495438e-05,
|
849 |
+
"loss": 0.001,
|
850 |
+
"step": 5750
|
851 |
+
},
|
852 |
+
{
|
853 |
+
"epoch": 3.808273145108339,
|
854 |
+
"grad_norm": 0.03760789334774017,
|
855 |
+
"learning_rate": 1.257257395631739e-05,
|
856 |
+
"loss": 0.0008,
|
857 |
+
"step": 5800
|
858 |
+
},
|
859 |
+
{
|
860 |
+
"epoch": 3.8411030860144453,
|
861 |
+
"grad_norm": 0.008074942976236343,
|
862 |
+
"learning_rate": 1.2226983688139343e-05,
|
863 |
+
"loss": 0.0007,
|
864 |
+
"step": 5850
|
865 |
+
},
|
866 |
+
{
|
867 |
+
"epoch": 3.8739330269205516,
|
868 |
+
"grad_norm": 0.039751049131155014,
|
869 |
+
"learning_rate": 1.1881393419961294e-05,
|
870 |
+
"loss": 0.0008,
|
871 |
+
"step": 5900
|
872 |
+
},
|
873 |
+
{
|
874 |
+
"epoch": 3.906762967826658,
|
875 |
+
"grad_norm": 0.1129092127084732,
|
876 |
+
"learning_rate": 1.1535803151783246e-05,
|
877 |
+
"loss": 0.0009,
|
878 |
+
"step": 5950
|
879 |
+
},
|
880 |
+
{
|
881 |
+
"epoch": 3.9395929087327644,
|
882 |
+
"grad_norm": 0.030842676758766174,
|
883 |
+
"learning_rate": 1.1190212883605199e-05,
|
884 |
+
"loss": 0.0006,
|
885 |
+
"step": 6000
|
886 |
+
},
|
887 |
+
{
|
888 |
+
"epoch": 3.9724228496388707,
|
889 |
+
"grad_norm": 0.24821631610393524,
|
890 |
+
"learning_rate": 1.084462261542715e-05,
|
891 |
+
"loss": 0.0009,
|
892 |
+
"step": 6050
|
893 |
+
},
|
894 |
+
{
|
895 |
+
"epoch": 4.0,
|
896 |
+
"eval_accuracy": 0.9997499325101945,
|
897 |
+
"eval_f1": 0.9977469995625562,
|
898 |
+
"eval_loss": 0.0008962151478044689,
|
899 |
+
"eval_precision": 0.9976255936015996,
|
900 |
+
"eval_recall": 0.997868435076085,
|
901 |
+
"eval_runtime": 75.9398,
|
902 |
+
"eval_samples_per_second": 237.03,
|
903 |
+
"eval_steps_per_second": 3.713,
|
904 |
+
"step": 6092
|
905 |
+
},
|
906 |
+
{
|
907 |
+
"epoch": 4.005252790544977,
|
908 |
+
"grad_norm": 0.13012520968914032,
|
909 |
+
"learning_rate": 1.0499032347249102e-05,
|
910 |
+
"loss": 0.0007,
|
911 |
+
"step": 6100
|
912 |
+
},
|
913 |
+
{
|
914 |
+
"epoch": 4.038082731451083,
|
915 |
+
"grad_norm": 0.008424765430390835,
|
916 |
+
"learning_rate": 1.0153442079071054e-05,
|
917 |
+
"loss": 0.0005,
|
918 |
+
"step": 6150
|
919 |
+
},
|
920 |
+
{
|
921 |
+
"epoch": 4.070912672357189,
|
922 |
+
"grad_norm": 0.08021287620067596,
|
923 |
+
"learning_rate": 9.807851810893005e-06,
|
924 |
+
"loss": 0.0005,
|
925 |
+
"step": 6200
|
926 |
+
},
|
927 |
+
{
|
928 |
+
"epoch": 4.103742613263296,
|
929 |
+
"grad_norm": 0.015998413786292076,
|
930 |
+
"learning_rate": 9.462261542714957e-06,
|
931 |
+
"loss": 0.0003,
|
932 |
+
"step": 6250
|
933 |
+
},
|
934 |
+
{
|
935 |
+
"epoch": 4.136572554169403,
|
936 |
+
"grad_norm": 0.09457238763570786,
|
937 |
+
"learning_rate": 9.11667127453691e-06,
|
938 |
+
"loss": 0.0004,
|
939 |
+
"step": 6300
|
940 |
+
},
|
941 |
+
{
|
942 |
+
"epoch": 4.169402495075509,
|
943 |
+
"grad_norm": 0.04868745431303978,
|
944 |
+
"learning_rate": 8.77108100635886e-06,
|
945 |
+
"loss": 0.0008,
|
946 |
+
"step": 6350
|
947 |
+
},
|
948 |
+
{
|
949 |
+
"epoch": 4.202232435981616,
|
950 |
+
"grad_norm": 0.033117685467004776,
|
951 |
+
"learning_rate": 8.425490738180813e-06,
|
952 |
+
"loss": 0.0004,
|
953 |
+
"step": 6400
|
954 |
+
},
|
955 |
+
{
|
956 |
+
"epoch": 4.235062376887722,
|
957 |
+
"grad_norm": 0.03128530830144882,
|
958 |
+
"learning_rate": 8.079900470002765e-06,
|
959 |
+
"loss": 0.0003,
|
960 |
+
"step": 6450
|
961 |
+
},
|
962 |
+
{
|
963 |
+
"epoch": 4.267892317793828,
|
964 |
+
"grad_norm": 0.017696760594844818,
|
965 |
+
"learning_rate": 7.734310201824716e-06,
|
966 |
+
"loss": 0.0004,
|
967 |
+
"step": 6500
|
968 |
+
},
|
969 |
+
{
|
970 |
+
"epoch": 4.300722258699935,
|
971 |
+
"grad_norm": 0.051392361521720886,
|
972 |
+
"learning_rate": 7.388719933646669e-06,
|
973 |
+
"loss": 0.0004,
|
974 |
+
"step": 6550
|
975 |
+
},
|
976 |
+
{
|
977 |
+
"epoch": 4.333552199606041,
|
978 |
+
"grad_norm": 0.023702796548604965,
|
979 |
+
"learning_rate": 7.04312966546862e-06,
|
980 |
+
"loss": 0.0005,
|
981 |
+
"step": 6600
|
982 |
+
},
|
983 |
+
{
|
984 |
+
"epoch": 4.3663821405121475,
|
985 |
+
"grad_norm": 0.12985366582870483,
|
986 |
+
"learning_rate": 6.6975393972905724e-06,
|
987 |
+
"loss": 0.0007,
|
988 |
+
"step": 6650
|
989 |
+
},
|
990 |
+
{
|
991 |
+
"epoch": 4.399212081418254,
|
992 |
+
"grad_norm": 0.005154111888259649,
|
993 |
+
"learning_rate": 6.351949129112525e-06,
|
994 |
+
"loss": 0.0004,
|
995 |
+
"step": 6700
|
996 |
+
},
|
997 |
+
{
|
998 |
+
"epoch": 4.43204202232436,
|
999 |
+
"grad_norm": 0.060625988990068436,
|
1000 |
+
"learning_rate": 6.0063588609344764e-06,
|
1001 |
+
"loss": 0.0004,
|
1002 |
+
"step": 6750
|
1003 |
+
},
|
1004 |
+
{
|
1005 |
+
"epoch": 4.4648719632304665,
|
1006 |
+
"grad_norm": 0.014278898015618324,
|
1007 |
+
"learning_rate": 5.660768592756428e-06,
|
1008 |
+
"loss": 0.0005,
|
1009 |
+
"step": 6800
|
1010 |
+
},
|
1011 |
+
{
|
1012 |
+
"epoch": 4.497701904136573,
|
1013 |
+
"grad_norm": 0.03604033589363098,
|
1014 |
+
"learning_rate": 5.31517832457838e-06,
|
1015 |
+
"loss": 0.0003,
|
1016 |
+
"step": 6850
|
1017 |
+
},
|
1018 |
+
{
|
1019 |
+
"epoch": 4.530531845042679,
|
1020 |
+
"grad_norm": 0.11452529579401016,
|
1021 |
+
"learning_rate": 4.969588056400332e-06,
|
1022 |
+
"loss": 0.0006,
|
1023 |
+
"step": 6900
|
1024 |
+
},
|
1025 |
+
{
|
1026 |
+
"epoch": 4.563361785948786,
|
1027 |
+
"grad_norm": 0.030383341014385223,
|
1028 |
+
"learning_rate": 4.623997788222284e-06,
|
1029 |
+
"loss": 0.0016,
|
1030 |
+
"step": 6950
|
1031 |
+
},
|
1032 |
+
{
|
1033 |
+
"epoch": 4.596191726854892,
|
1034 |
+
"grad_norm": 0.054634325206279755,
|
1035 |
+
"learning_rate": 4.278407520044236e-06,
|
1036 |
+
"loss": 0.0004,
|
1037 |
+
"step": 7000
|
1038 |
+
},
|
1039 |
+
{
|
1040 |
+
"epoch": 4.629021667760998,
|
1041 |
+
"grad_norm": 0.05445707589387894,
|
1042 |
+
"learning_rate": 3.932817251866188e-06,
|
1043 |
+
"loss": 0.0018,
|
1044 |
+
"step": 7050
|
1045 |
+
},
|
1046 |
+
{
|
1047 |
+
"epoch": 4.661851608667105,
|
1048 |
+
"grad_norm": 0.10374827682971954,
|
1049 |
+
"learning_rate": 3.5872269836881396e-06,
|
1050 |
+
"loss": 0.0007,
|
1051 |
+
"step": 7100
|
1052 |
+
},
|
1053 |
+
{
|
1054 |
+
"epoch": 4.694681549573211,
|
1055 |
+
"grad_norm": 0.07730349153280258,
|
1056 |
+
"learning_rate": 3.2416367155100916e-06,
|
1057 |
+
"loss": 0.0005,
|
1058 |
+
"step": 7150
|
1059 |
+
},
|
1060 |
+
{
|
1061 |
+
"epoch": 4.727511490479317,
|
1062 |
+
"grad_norm": 0.06179986149072647,
|
1063 |
+
"learning_rate": 2.896046447332043e-06,
|
1064 |
+
"loss": 0.0004,
|
1065 |
+
"step": 7200
|
1066 |
+
},
|
1067 |
+
{
|
1068 |
+
"epoch": 4.760341431385424,
|
1069 |
+
"grad_norm": 0.015075119212269783,
|
1070 |
+
"learning_rate": 2.550456179153995e-06,
|
1071 |
+
"loss": 0.0011,
|
1072 |
+
"step": 7250
|
1073 |
+
},
|
1074 |
+
{
|
1075 |
+
"epoch": 4.79317137229153,
|
1076 |
+
"grad_norm": 0.0656493604183197,
|
1077 |
+
"learning_rate": 2.204865910975947e-06,
|
1078 |
+
"loss": 0.0004,
|
1079 |
+
"step": 7300
|
1080 |
+
},
|
1081 |
+
{
|
1082 |
+
"epoch": 4.8260013131976365,
|
1083 |
+
"grad_norm": 0.017132466658949852,
|
1084 |
+
"learning_rate": 1.8592756427978988e-06,
|
1085 |
+
"loss": 0.0004,
|
1086 |
+
"step": 7350
|
1087 |
+
},
|
1088 |
+
{
|
1089 |
+
"epoch": 4.858831254103743,
|
1090 |
+
"grad_norm": 0.02434193529188633,
|
1091 |
+
"learning_rate": 1.5136853746198508e-06,
|
1092 |
+
"loss": 0.0005,
|
1093 |
+
"step": 7400
|
1094 |
+
},
|
1095 |
+
{
|
1096 |
+
"epoch": 4.891661195009849,
|
1097 |
+
"grad_norm": 0.0716409906744957,
|
1098 |
+
"learning_rate": 1.1680951064418028e-06,
|
1099 |
+
"loss": 0.0004,
|
1100 |
+
"step": 7450
|
1101 |
+
},
|
1102 |
+
{
|
1103 |
+
"epoch": 4.9244911359159556,
|
1104 |
+
"grad_norm": 0.017711373046040535,
|
1105 |
+
"learning_rate": 8.225048382637546e-07,
|
1106 |
+
"loss": 0.0004,
|
1107 |
+
"step": 7500
|
1108 |
+
},
|
1109 |
+
{
|
1110 |
+
"epoch": 4.957321076822062,
|
1111 |
+
"grad_norm": 0.0037664847914129496,
|
1112 |
+
"learning_rate": 4.769145700857065e-07,
|
1113 |
+
"loss": 0.0004,
|
1114 |
+
"step": 7550
|
1115 |
+
},
|
1116 |
+
{
|
1117 |
+
"epoch": 4.990151017728168,
|
1118 |
+
"grad_norm": 0.001125144655816257,
|
1119 |
+
"learning_rate": 1.3132430190765827e-07,
|
1120 |
+
"loss": 0.0006,
|
1121 |
+
"step": 7600
|
1122 |
+
},
|
1123 |
+
{
|
1124 |
+
"epoch": 5.0,
|
1125 |
+
"eval_accuracy": 0.9997948309913187,
|
1126 |
+
"eval_f1": 0.998085740410612,
|
1127 |
+
"eval_loss": 0.0007292991504073143,
|
1128 |
+
"eval_precision": 0.9979807015582144,
|
1129 |
+
"eval_recall": 0.9981908013763068,
|
1130 |
+
"eval_runtime": 76.3485,
|
1131 |
+
"eval_samples_per_second": 235.761,
|
1132 |
+
"eval_steps_per_second": 3.694,
|
1133 |
+
"step": 7615
|
1134 |
+
}
|
1135 |
+
],
|
1136 |
+
"logging_steps": 50,
|
1137 |
+
"max_steps": 7615,
|
1138 |
+
"num_input_tokens_seen": 0,
|
1139 |
+
"num_train_epochs": 5,
|
1140 |
+
"save_steps": 500,
|
1141 |
+
"stateful_callbacks": {
|
1142 |
+
"TrainerControl": {
|
1143 |
+
"args": {
|
1144 |
+
"should_epoch_stop": false,
|
1145 |
+
"should_evaluate": false,
|
1146 |
+
"should_log": false,
|
1147 |
+
"should_save": true,
|
1148 |
+
"should_training_stop": true
|
1149 |
+
},
|
1150 |
+
"attributes": {}
|
1151 |
+
}
|
1152 |
+
},
|
1153 |
+
"total_flos": 1.27347239453568e+17,
|
1154 |
+
"train_batch_size": 64,
|
1155 |
+
"trial_name": null,
|
1156 |
+
"trial_params": null
|
1157 |
+
}
|
checkpoint-7615/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ff86125497f499c04776e35f8f3ab0d025d38457377342b96f30a71196a241e2
|
3 |
+
size 5240
|
config.json
ADDED
@@ -0,0 +1,82 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "xlm-roberta-base",
|
3 |
+
"architectures": [
|
4 |
+
"XLMRobertaForTokenClassification"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.1,
|
7 |
+
"bos_token_id": 0,
|
8 |
+
"classifier_dropout": null,
|
9 |
+
"eos_token_id": 2,
|
10 |
+
"hidden_act": "gelu",
|
11 |
+
"hidden_dropout_prob": 0.1,
|
12 |
+
"hidden_size": 768,
|
13 |
+
"id2label": {
|
14 |
+
"0": "B-BANK_ACCOUNT_NUM",
|
15 |
+
"1": "B-CC_NUM",
|
16 |
+
"2": "B-CC_PROVIDER",
|
17 |
+
"3": "B-CITY",
|
18 |
+
"4": "B-DATE",
|
19 |
+
"5": "B-EMAIL",
|
20 |
+
"6": "B-FIRST_NAME",
|
21 |
+
"7": "B-ID_NUM",
|
22 |
+
"8": "B-LAST_NAME",
|
23 |
+
"9": "B-PHONE_NUM",
|
24 |
+
"10": "B-POSTAL_CODE",
|
25 |
+
"11": "B-STREET",
|
26 |
+
"12": "I-BANK_ACCOUNT_NUM",
|
27 |
+
"13": "I-CC_NUM",
|
28 |
+
"14": "I-CC_PROVIDER",
|
29 |
+
"15": "I-CITY",
|
30 |
+
"16": "I-DATE",
|
31 |
+
"17": "I-EMAIL",
|
32 |
+
"18": "I-FIRST_NAME",
|
33 |
+
"19": "I-ID_NUM",
|
34 |
+
"20": "I-LAST_NAME",
|
35 |
+
"21": "I-PHONE_NUM",
|
36 |
+
"22": "I-POSTAL_CODE",
|
37 |
+
"23": "I-STREET",
|
38 |
+
"24": "O"
|
39 |
+
},
|
40 |
+
"initializer_range": 0.02,
|
41 |
+
"intermediate_size": 3072,
|
42 |
+
"label2id": {
|
43 |
+
"B-BANK_ACCOUNT_NUM": 0,
|
44 |
+
"B-CC_NUM": 1,
|
45 |
+
"B-CC_PROVIDER": 2,
|
46 |
+
"B-CITY": 3,
|
47 |
+
"B-DATE": 4,
|
48 |
+
"B-EMAIL": 5,
|
49 |
+
"B-FIRST_NAME": 6,
|
50 |
+
"B-ID_NUM": 7,
|
51 |
+
"B-LAST_NAME": 8,
|
52 |
+
"B-PHONE_NUM": 9,
|
53 |
+
"B-POSTAL_CODE": 10,
|
54 |
+
"B-STREET": 11,
|
55 |
+
"I-BANK_ACCOUNT_NUM": 12,
|
56 |
+
"I-CC_NUM": 13,
|
57 |
+
"I-CC_PROVIDER": 14,
|
58 |
+
"I-CITY": 15,
|
59 |
+
"I-DATE": 16,
|
60 |
+
"I-EMAIL": 17,
|
61 |
+
"I-FIRST_NAME": 18,
|
62 |
+
"I-ID_NUM": 19,
|
63 |
+
"I-LAST_NAME": 20,
|
64 |
+
"I-PHONE_NUM": 21,
|
65 |
+
"I-POSTAL_CODE": 22,
|
66 |
+
"I-STREET": 23,
|
67 |
+
"O": 24
|
68 |
+
},
|
69 |
+
"layer_norm_eps": 1e-05,
|
70 |
+
"max_position_embeddings": 514,
|
71 |
+
"model_type": "xlm-roberta",
|
72 |
+
"num_attention_heads": 12,
|
73 |
+
"num_hidden_layers": 12,
|
74 |
+
"output_past": true,
|
75 |
+
"pad_token_id": 1,
|
76 |
+
"position_embedding_type": "absolute",
|
77 |
+
"torch_dtype": "float32",
|
78 |
+
"transformers_version": "4.44.2",
|
79 |
+
"type_vocab_size": 1,
|
80 |
+
"use_cache": true,
|
81 |
+
"vocab_size": 250002
|
82 |
+
}
|
model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:eb60e772f76b4f658de8a682f5851cb8fd5c2479f313f5ba3537e2eee07af663
|
3 |
+
size 1109913172
|
sentencepiece.bpe.model
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:cfc8146abe2a0488e9e2a0c56de7952f7c11ab059eca145a0a727afce0db2865
|
3 |
+
size 5069051
|
special_tokens_map.json
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"bos_token": "<s>",
|
3 |
+
"cls_token": "<s>",
|
4 |
+
"eos_token": "</s>",
|
5 |
+
"mask_token": {
|
6 |
+
"content": "<mask>",
|
7 |
+
"lstrip": true,
|
8 |
+
"normalized": false,
|
9 |
+
"rstrip": false,
|
10 |
+
"single_word": false
|
11 |
+
},
|
12 |
+
"pad_token": "<pad>",
|
13 |
+
"sep_token": "</s>",
|
14 |
+
"unk_token": "<unk>"
|
15 |
+
}
|
tokenizer.json
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3ffb37461c391f096759f4a9bbbc329da0f36952f88bab061fcf84940c022e98
|
3 |
+
size 17082999
|
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 |
+
"250001": {
|
36 |
+
"content": "<mask>",
|
37 |
+
"lstrip": true,
|
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": 512,
|
50 |
+
"pad_token": "<pad>",
|
51 |
+
"sep_token": "</s>",
|
52 |
+
"tokenizer_class": "XLMRobertaTokenizer",
|
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:ff86125497f499c04776e35f8f3ab0d025d38457377342b96f30a71196a241e2
|
3 |
+
size 5240
|