raquiba commited on
Commit
207ca6e
1 Parent(s): 6fbc453

Upload 12 files

Browse files
banglaBERT-on-banlgasarc.ipynb CHANGED
The diff for this file is too large to render. See raw diff
 
optimizer.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:6ff32ca6f576946d9c04a0c8091cb36834916365342e0c0edc7fc464f42442c5
3
  size 885067549
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3a9813440e2828b31992f56123741c8672db60b228d289df0a0e47655b643fa5
3
  size 885067549
pytorch_model.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:bc1f1e794beb7cec1075b060190a87b0acbe280214e605a1d64bfa09d842ca90
3
  size 442547117
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1566088e16c8f9a2aa90cbd5e90498f9b8ad0c34cf77f1ecfdb9197d7de07743
3
  size 442547117
special_tokens_map.json ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ {
2
+ "cls_token": "[CLS]",
3
+ "mask_token": "[MASK]",
4
+ "pad_token": "[PAD]",
5
+ "sep_token": "[SEP]",
6
+ "unk_token": "[UNK]"
7
+ }
tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
tokenizer_config.json ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "cls_token": "[CLS]",
3
+ "do_basic_tokenize": true,
4
+ "do_lower_case": false,
5
+ "full_tokenizer_file": null,
6
+ "mask_token": "[MASK]",
7
+ "name_or_path": "csebuetnlp/banglabert",
8
+ "never_split": null,
9
+ "pad_token": "[PAD]",
10
+ "sep_token": "[SEP]",
11
+ "special_tokens_map_file": null,
12
+ "strip_accents": null,
13
+ "tokenize_chinese_chars": false,
14
+ "tokenizer_class": "ElectraTokenizer",
15
+ "unk_token": "[UNK]"
16
+ }
trainer_state.json CHANGED
@@ -10,43 +10,43 @@
10
  {
11
  "epoch": 1.0,
12
  "learning_rate": 3.3333333333333335e-05,
13
- "loss": 0.2387,
14
  "step": 500
15
  },
16
  {
17
  "epoch": 1.0,
18
- "eval_accuracy": 0.954995499549955,
19
- "eval_f1": 0.9358974358974359,
20
- "eval_loss": 0.16049383580684662,
21
- "eval_precision": 0.9972677595628415,
22
- "eval_recall": 0.8816425120772947,
23
- "eval_runtime": 19.741,
24
- "eval_samples_per_second": 56.279,
25
- "eval_steps_per_second": 7.041,
26
  "step": 500
27
  },
28
  {
29
  "epoch": 2.0,
30
  "learning_rate": 1.6666666666666667e-05,
31
- "loss": 0.0872,
32
  "step": 1000
33
  },
34
  {
35
  "epoch": 2.0,
36
- "eval_accuracy": 0.9936993699369937,
37
- "eval_f1": 0.991494532199271,
38
- "eval_loss": 0.020622961223125458,
39
- "eval_precision": 0.9975550122249389,
40
- "eval_recall": 0.9855072463768116,
41
- "eval_runtime": 15.1133,
42
- "eval_samples_per_second": 73.511,
43
- "eval_steps_per_second": 9.197,
44
  "step": 1000
45
  },
46
  {
47
  "epoch": 3.0,
48
  "learning_rate": 0.0,
49
- "loss": 0.0226,
50
  "step": 1500
51
  }
52
  ],
 
10
  {
11
  "epoch": 1.0,
12
  "learning_rate": 3.3333333333333335e-05,
13
+ "loss": 0.228,
14
  "step": 500
15
  },
16
  {
17
  "epoch": 1.0,
18
+ "eval_accuracy": 0.9846984698469847,
19
+ "eval_f1": 0.9792429792429792,
20
+ "eval_loss": 0.06820278614759445,
21
+ "eval_precision": 0.9901234567901235,
22
+ "eval_recall": 0.9685990338164251,
23
+ "eval_runtime": 21.3752,
24
+ "eval_samples_per_second": 51.976,
25
+ "eval_steps_per_second": 6.503,
26
  "step": 500
27
  },
28
  {
29
  "epoch": 2.0,
30
  "learning_rate": 1.6666666666666667e-05,
31
+ "loss": 0.0644,
32
  "step": 1000
33
  },
34
  {
35
  "epoch": 2.0,
36
+ "eval_accuracy": 0.9963996399639964,
37
+ "eval_f1": 0.9951573849878934,
38
+ "eval_loss": 0.020056167617440224,
39
+ "eval_precision": 0.9975728155339806,
40
+ "eval_recall": 0.9927536231884058,
41
+ "eval_runtime": 13.8433,
42
+ "eval_samples_per_second": 80.256,
43
+ "eval_steps_per_second": 10.041,
44
  "step": 1000
45
  },
46
  {
47
  "epoch": 3.0,
48
  "learning_rate": 0.0,
49
+ "loss": 0.0193,
50
  "step": 1500
51
  }
52
  ],
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:d96303a52b29d979095c11aa33750a67466e795cd093284c20eadc7620b0aad3
3
  size 3439
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:67e607d0b1966cdb2d5f309b4de11279902e0a8cd54a8d9e8e673b07342fe129
3
  size 3439
vocab.txt ADDED
The diff for this file is too large to render. See raw diff