add model
Browse files- config.json +88 -0
- model.safetensors +3 -0
- model_metadata.json +44 -0
- tokenizer.json +0 -0
- tokenizer_config.json +14 -0
- training_args.bin +3 -0
config.json
ADDED
|
@@ -0,0 +1,88 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"add_cross_attention": false,
|
| 3 |
+
"architectures": [
|
| 4 |
+
"BertForTokenClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.1,
|
| 7 |
+
"bos_token_id": null,
|
| 8 |
+
"classifier_dropout": null,
|
| 9 |
+
"dtype": "float32",
|
| 10 |
+
"eos_token_id": null,
|
| 11 |
+
"gradient_checkpointing": false,
|
| 12 |
+
"hidden_act": "gelu",
|
| 13 |
+
"hidden_dropout_prob": 0.1,
|
| 14 |
+
"hidden_size": 768,
|
| 15 |
+
"id2label": {
|
| 16 |
+
"0": "B-duration",
|
| 17 |
+
"1": "B-environment",
|
| 18 |
+
"2": "B-error_message",
|
| 19 |
+
"3": "B-event",
|
| 20 |
+
"4": "B-hostname",
|
| 21 |
+
"5": "B-ip",
|
| 22 |
+
"6": "B-level",
|
| 23 |
+
"7": "B-method",
|
| 24 |
+
"8": "B-path",
|
| 25 |
+
"9": "B-service",
|
| 26 |
+
"10": "B-status_code",
|
| 27 |
+
"11": "B-timestamp",
|
| 28 |
+
"12": "B-useragent",
|
| 29 |
+
"13": "I-duration",
|
| 30 |
+
"14": "I-environment",
|
| 31 |
+
"15": "I-error_message",
|
| 32 |
+
"16": "I-event",
|
| 33 |
+
"17": "I-hostname",
|
| 34 |
+
"18": "I-ip",
|
| 35 |
+
"19": "I-level",
|
| 36 |
+
"20": "I-method",
|
| 37 |
+
"21": "I-path",
|
| 38 |
+
"22": "I-service",
|
| 39 |
+
"23": "I-status_code",
|
| 40 |
+
"24": "I-timestamp",
|
| 41 |
+
"25": "I-useragent",
|
| 42 |
+
"26": "O"
|
| 43 |
+
},
|
| 44 |
+
"initializer_range": 0.02,
|
| 45 |
+
"intermediate_size": 3072,
|
| 46 |
+
"is_decoder": false,
|
| 47 |
+
"label2id": {
|
| 48 |
+
"B-duration": 0,
|
| 49 |
+
"B-environment": 1,
|
| 50 |
+
"B-error_message": 2,
|
| 51 |
+
"B-event": 3,
|
| 52 |
+
"B-hostname": 4,
|
| 53 |
+
"B-ip": 5,
|
| 54 |
+
"B-level": 6,
|
| 55 |
+
"B-method": 7,
|
| 56 |
+
"B-path": 8,
|
| 57 |
+
"B-service": 9,
|
| 58 |
+
"B-status_code": 10,
|
| 59 |
+
"B-timestamp": 11,
|
| 60 |
+
"B-useragent": 12,
|
| 61 |
+
"I-duration": 13,
|
| 62 |
+
"I-environment": 14,
|
| 63 |
+
"I-error_message": 15,
|
| 64 |
+
"I-event": 16,
|
| 65 |
+
"I-hostname": 17,
|
| 66 |
+
"I-ip": 18,
|
| 67 |
+
"I-level": 19,
|
| 68 |
+
"I-method": 20,
|
| 69 |
+
"I-path": 21,
|
| 70 |
+
"I-service": 22,
|
| 71 |
+
"I-status_code": 23,
|
| 72 |
+
"I-timestamp": 24,
|
| 73 |
+
"I-useragent": 25,
|
| 74 |
+
"O": 26
|
| 75 |
+
},
|
| 76 |
+
"layer_norm_eps": 1e-12,
|
| 77 |
+
"max_position_embeddings": 512,
|
| 78 |
+
"model_type": "bert",
|
| 79 |
+
"num_attention_heads": 12,
|
| 80 |
+
"num_hidden_layers": 12,
|
| 81 |
+
"pad_token_id": 0,
|
| 82 |
+
"position_embedding_type": "absolute",
|
| 83 |
+
"tie_word_embeddings": true,
|
| 84 |
+
"transformers_version": "5.4.0",
|
| 85 |
+
"type_vocab_size": 2,
|
| 86 |
+
"use_cache": false,
|
| 87 |
+
"vocab_size": 30522
|
| 88 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:61fc3630eb25a437146ff4155c9e3fab0d9c45d7614ff845bdd9525c4a596a8b
|
| 3 |
+
size 435672964
|
model_metadata.json
ADDED
|
@@ -0,0 +1,44 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"model_version": "model_base",
|
| 3 |
+
"base_model": "google-bert/bert-base-uncased",
|
| 4 |
+
"metrics": {
|
| 5 |
+
"eval_loss": 0.07173649966716766,
|
| 6 |
+
"eval_precision": 0.9525547445255474,
|
| 7 |
+
"eval_recall": 0.9709821428571429,
|
| 8 |
+
"eval_f1": 0.9616801768607222,
|
| 9 |
+
"eval_accuracy": 0.9900185111248231,
|
| 10 |
+
"eval_runtime": 2.0007,
|
| 11 |
+
"eval_samples_per_second": 141.453,
|
| 12 |
+
"eval_steps_per_second": 8.997,
|
| 13 |
+
"epoch": 10.0
|
| 14 |
+
},
|
| 15 |
+
"labels": [
|
| 16 |
+
"B-duration",
|
| 17 |
+
"B-environment",
|
| 18 |
+
"B-error_message",
|
| 19 |
+
"B-event",
|
| 20 |
+
"B-hostname",
|
| 21 |
+
"B-ip",
|
| 22 |
+
"B-level",
|
| 23 |
+
"B-method",
|
| 24 |
+
"B-path",
|
| 25 |
+
"B-service",
|
| 26 |
+
"B-status_code",
|
| 27 |
+
"B-timestamp",
|
| 28 |
+
"B-useragent",
|
| 29 |
+
"I-duration",
|
| 30 |
+
"I-environment",
|
| 31 |
+
"I-error_message",
|
| 32 |
+
"I-event",
|
| 33 |
+
"I-hostname",
|
| 34 |
+
"I-ip",
|
| 35 |
+
"I-level",
|
| 36 |
+
"I-method",
|
| 37 |
+
"I-path",
|
| 38 |
+
"I-service",
|
| 39 |
+
"I-status_code",
|
| 40 |
+
"I-timestamp",
|
| 41 |
+
"I-useragent",
|
| 42 |
+
"O"
|
| 43 |
+
]
|
| 44 |
+
}
|
tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"backend": "tokenizers",
|
| 3 |
+
"cls_token": "[CLS]",
|
| 4 |
+
"do_lower_case": true,
|
| 5 |
+
"is_local": false,
|
| 6 |
+
"mask_token": "[MASK]",
|
| 7 |
+
"model_max_length": 512,
|
| 8 |
+
"pad_token": "[PAD]",
|
| 9 |
+
"sep_token": "[SEP]",
|
| 10 |
+
"strip_accents": null,
|
| 11 |
+
"tokenize_chinese_chars": true,
|
| 12 |
+
"tokenizer_class": "BertTokenizer",
|
| 13 |
+
"unk_token": "[UNK]"
|
| 14 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:96ba6f93156097c420ee88b7920cb1a26593d910b8c9072481a9fd5942aa7bf2
|
| 3 |
+
size 5201
|