Training in progress, epoch 1
Browse files- config.json +69 -0
- model.safetensors +3 -0
- runs/Mar31_19-07-17_ashraful-GPU/events.out.tfevents.1711890448.ashraful-GPU.49674.0 +3 -0
- special_tokens_map.json +51 -0
- spiece.model +3 -0
- tokenizer_config.json +71 -0
- training_args.bin +3 -0
config.json
ADDED
|
@@ -0,0 +1,69 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "google/bigbird-roberta-base",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"BigBirdForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.1,
|
| 7 |
+
"attention_type": "block_sparse",
|
| 8 |
+
"block_size": 64,
|
| 9 |
+
"bos_token_id": 1,
|
| 10 |
+
"classifier_dropout": null,
|
| 11 |
+
"eos_token_id": 2,
|
| 12 |
+
"gradient_checkpointing": false,
|
| 13 |
+
"hidden_act": "gelu_new",
|
| 14 |
+
"hidden_dropout_prob": 0.1,
|
| 15 |
+
"hidden_size": 768,
|
| 16 |
+
"id2label": {
|
| 17 |
+
"0": "t1027obfuscatedfilesorinformation",
|
| 18 |
+
"1": "t1105ingresstooltransfer",
|
| 19 |
+
"2": "t0814denialofservice",
|
| 20 |
+
"3": "t1486dataencryptedforimpact",
|
| 21 |
+
"4": "t1566phishing",
|
| 22 |
+
"5": "t1082systeminformationdiscovery",
|
| 23 |
+
"6": "t1497virtualization/sandboxevasion",
|
| 24 |
+
"7": "t1003oscredentialdumping",
|
| 25 |
+
"8": "t1053scheduledtask/job",
|
| 26 |
+
"9": "t1018remotesystemdiscovery",
|
| 27 |
+
"10": "t1021remoteservices",
|
| 28 |
+
"11": "t1047windowsmanagementinstrumentation",
|
| 29 |
+
"12": "t1059commandandscriptinginterpreter",
|
| 30 |
+
"13": "t1562impairdefenses",
|
| 31 |
+
"14": "t1055processinjection"
|
| 32 |
+
},
|
| 33 |
+
"initializer_range": 0.02,
|
| 34 |
+
"intermediate_size": 3072,
|
| 35 |
+
"label2id": {
|
| 36 |
+
"t0814denialofservice": 2,
|
| 37 |
+
"t1003oscredentialdumping": 7,
|
| 38 |
+
"t1018remotesystemdiscovery": 9,
|
| 39 |
+
"t1021remoteservices": 10,
|
| 40 |
+
"t1027obfuscatedfilesorinformation": 0,
|
| 41 |
+
"t1047windowsmanagementinstrumentation": 11,
|
| 42 |
+
"t1053scheduledtask/job": 8,
|
| 43 |
+
"t1055processinjection": 14,
|
| 44 |
+
"t1059commandandscriptinginterpreter": 12,
|
| 45 |
+
"t1082systeminformationdiscovery": 5,
|
| 46 |
+
"t1105ingresstooltransfer": 1,
|
| 47 |
+
"t1486dataencryptedforimpact": 3,
|
| 48 |
+
"t1497virtualization/sandboxevasion": 6,
|
| 49 |
+
"t1562impairdefenses": 13,
|
| 50 |
+
"t1566phishing": 4
|
| 51 |
+
},
|
| 52 |
+
"layer_norm_eps": 1e-12,
|
| 53 |
+
"max_position_embeddings": 4096,
|
| 54 |
+
"model_type": "big_bird",
|
| 55 |
+
"num_attention_heads": 12,
|
| 56 |
+
"num_hidden_layers": 12,
|
| 57 |
+
"num_random_blocks": 3,
|
| 58 |
+
"pad_token_id": 0,
|
| 59 |
+
"position_embedding_type": "absolute",
|
| 60 |
+
"problem_type": "multi_label_classification",
|
| 61 |
+
"rescale_embeddings": false,
|
| 62 |
+
"sep_token_id": 66,
|
| 63 |
+
"torch_dtype": "float32",
|
| 64 |
+
"transformers_version": "4.39.2",
|
| 65 |
+
"type_vocab_size": 2,
|
| 66 |
+
"use_bias": true,
|
| 67 |
+
"use_cache": true,
|
| 68 |
+
"vocab_size": 50358
|
| 69 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:84c32023f88248fcba1d2b30e74b75683bcfebd979406d589c3fd030e40b902f
|
| 3 |
+
size 512307452
|
runs/Mar31_19-07-17_ashraful-GPU/events.out.tfevents.1711890448.ashraful-GPU.49674.0
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b0c2e88437b76ca7198e2a7b06c6a8a1b588b70a5ec023c1b1e5465fe16c43a9
|
| 3 |
+
size 7357
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token": {
|
| 3 |
+
"content": "</s>",
|
| 4 |
+
"lstrip": false,
|
| 5 |
+
"normalized": true,
|
| 6 |
+
"rstrip": false,
|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
+
"cls_token": {
|
| 10 |
+
"content": "[CLS]",
|
| 11 |
+
"lstrip": false,
|
| 12 |
+
"normalized": true,
|
| 13 |
+
"rstrip": false,
|
| 14 |
+
"single_word": false
|
| 15 |
+
},
|
| 16 |
+
"eos_token": {
|
| 17 |
+
"content": "<s>",
|
| 18 |
+
"lstrip": false,
|
| 19 |
+
"normalized": true,
|
| 20 |
+
"rstrip": false,
|
| 21 |
+
"single_word": false
|
| 22 |
+
},
|
| 23 |
+
"mask_token": {
|
| 24 |
+
"content": "[MASK]",
|
| 25 |
+
"lstrip": true,
|
| 26 |
+
"normalized": true,
|
| 27 |
+
"rstrip": false,
|
| 28 |
+
"single_word": false
|
| 29 |
+
},
|
| 30 |
+
"pad_token": {
|
| 31 |
+
"content": "<pad>",
|
| 32 |
+
"lstrip": false,
|
| 33 |
+
"normalized": true,
|
| 34 |
+
"rstrip": false,
|
| 35 |
+
"single_word": false
|
| 36 |
+
},
|
| 37 |
+
"sep_token": {
|
| 38 |
+
"content": "[SEP]",
|
| 39 |
+
"lstrip": false,
|
| 40 |
+
"normalized": true,
|
| 41 |
+
"rstrip": false,
|
| 42 |
+
"single_word": false
|
| 43 |
+
},
|
| 44 |
+
"unk_token": {
|
| 45 |
+
"content": "<unk>",
|
| 46 |
+
"lstrip": false,
|
| 47 |
+
"normalized": true,
|
| 48 |
+
"rstrip": false,
|
| 49 |
+
"single_word": false
|
| 50 |
+
}
|
| 51 |
+
}
|
spiece.model
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:fdc81e1fc9d42e0c08b86d5b280d05d7c5e9747c4231c648f2b56b8e1d893c82
|
| 3 |
+
size 845731
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,71 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "<pad>",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": true,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"1": {
|
| 12 |
+
"content": "</s>",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": true,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"2": {
|
| 20 |
+
"content": "<s>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": true,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"65": {
|
| 28 |
+
"content": "[CLS]",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": true,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"66": {
|
| 36 |
+
"content": "[SEP]",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": true,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
},
|
| 43 |
+
"67": {
|
| 44 |
+
"content": "[MASK]",
|
| 45 |
+
"lstrip": true,
|
| 46 |
+
"normalized": true,
|
| 47 |
+
"rstrip": false,
|
| 48 |
+
"single_word": false,
|
| 49 |
+
"special": true
|
| 50 |
+
},
|
| 51 |
+
"100": {
|
| 52 |
+
"content": "<unk>",
|
| 53 |
+
"lstrip": false,
|
| 54 |
+
"normalized": true,
|
| 55 |
+
"rstrip": false,
|
| 56 |
+
"single_word": false,
|
| 57 |
+
"special": true
|
| 58 |
+
}
|
| 59 |
+
},
|
| 60 |
+
"bos_token": "</s>",
|
| 61 |
+
"clean_up_tokenization_spaces": true,
|
| 62 |
+
"cls_token": "[CLS]",
|
| 63 |
+
"eos_token": "<s>",
|
| 64 |
+
"mask_token": "[MASK]",
|
| 65 |
+
"model_max_length": 4096,
|
| 66 |
+
"pad_token": "<pad>",
|
| 67 |
+
"sep_token": "[SEP]",
|
| 68 |
+
"sp_model_kwargs": {},
|
| 69 |
+
"tokenizer_class": "BigBirdTokenizer",
|
| 70 |
+
"unk_token": "<unk>"
|
| 71 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ac47a5b8d5de5b70d38acc8936bef085190b424a8bdf5839c703bda07f93bcb4
|
| 3 |
+
size 4984
|