Hugging Face's logo

Heather-Driver
/
distilbert-NER-Math-finetuned

Token Classification
Transformers
TensorBoard
Safetensors
distilbert
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
Heather Driver commited on
Commit
a55669c
·
verified ·
1 Parent(s): 4d18e69

Training in progress, step 3201

Browse files
Files changed (27) hide show
  1. config.json +103 -0
  2. model.safetensors +3 -0
  3. runs/Dec31_15-48-32_719aecc6f8d9/events.out.tfevents.1735660115.719aecc6f8d9.520.0 +3 -0
  4. runs/Dec31_16-23-41_719aecc6f8d9/events.out.tfevents.1735662226.719aecc6f8d9.520.1 +3 -0
  5. runs/Dec31_16-32-05_719aecc6f8d9/events.out.tfevents.1735662729.719aecc6f8d9.520.2 +3 -0
  6. runs/Dec31_16-48-19_1fcf9c521f39/events.out.tfevents.1735663706.1fcf9c521f39.591.0 +3 -0
  7. runs/Dec31_17-24-06_1fcf9c521f39/events.out.tfevents.1735665849.1fcf9c521f39.591.1 +3 -0
  8. runs/Jan01_15-03-00_2bd724ba0104/events.out.tfevents.1735743790.2bd724ba0104.3628.0 +3 -0
  9. runs/Jan01_15-03-00_2bd724ba0104/events.out.tfevents.1735744437.2bd724ba0104.3628.1 +3 -0
  10. runs/Jan01_15-03-00_2bd724ba0104/events.out.tfevents.1735744660.2bd724ba0104.3628.2 +3 -0
  11. runs/Jan01_16-03-33_cfbf16a9650d/events.out.tfevents.1735747429.cfbf16a9650d.613.0 +3 -0
  12. runs/Jan01_16-14-58_cfbf16a9650d/events.out.tfevents.1735748406.cfbf16a9650d.613.1 +3 -0
  13. runs/Jan01_16-21-10_cfbf16a9650d/events.out.tfevents.1735748473.cfbf16a9650d.613.2 +3 -0
  14. runs/Jan01_16-21-10_cfbf16a9650d/events.out.tfevents.1735748497.cfbf16a9650d.613.3 +3 -0
  15. runs/Jan02_08-51-57_8f1459c4c1a2/events.out.tfevents.1735808188.8f1459c4c1a2.606.0 +3 -0
  16. runs/Jan02_11-01-39_9b40510bd7a1/events.out.tfevents.1735816897.9b40510bd7a1.1416.0 +3 -0
  17. runs/Jan02_11-25-40_9b40510bd7a1/events.out.tfevents.1735817146.9b40510bd7a1.1416.1 +3 -0
  18. runs/Jan02_11-26-27_9b40510bd7a1/events.out.tfevents.1735817193.9b40510bd7a1.1416.2 +3 -0
  19. runs/Jan02_11-32-30_705a1d9f60bb/events.out.tfevents.1735817603.705a1d9f60bb.560.0 +3 -0
  20. runs/Jan02_11-40-31_705a1d9f60bb/events.out.tfevents.1735818067.705a1d9f60bb.560.1 +3 -0
  21. runs/Jan02_11-53-37_705a1d9f60bb/events.out.tfevents.1735818841.705a1d9f60bb.560.2 +3 -0
  22. runs/Jan02_12-04-09_705a1d9f60bb/events.out.tfevents.1735819471.705a1d9f60bb.560.3 +3 -0
  23. special_tokens_map.json +37 -0
  24. tokenizer.json +0 -0
  25. tokenizer_config.json +60 -0
  26. training_args.bin +3 -0
  27. vocab.txt +0 -0
config.json ADDED
@@ -0,0 +1,103 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "dslim/distilbert-NER",
3
+ "activation": "gelu",
4
+ "architectures": [
5
+ "DistilBertForTokenClassification"
6
+ ],
7
+ "attention_dropout": 0.1,
8
+ "dim": 768,
9
+ "dropout": 0.1,
10
+ "hidden_dim": 3072,
11
+ "id2label": {
12
+ "-100": "O",
13
+ "1": "B-ALGEBRA",
14
+ "2": "I-ALGEBRA",
15
+ "3": "B-APPLIED-MATHEMATICS",
16
+ "4": "I-APPLIED-MATHEMATICS",
17
+ "5": "B-CALCULUS-AND-ANALYSIS",
18
+ "6": "I-CALCULUS-AND-ANALYSIS",
19
+ "7": "B-DETERMINANTS",
20
+ "8": "I-DETERMINANTS",
21
+ "9": "B-DISCRETE-MATHEMATICS",
22
+ "10": "I-DISCRETE-MATHEMATICS",
23
+ "11": "B-FOUNDATIONS-OF-MATHEMATICS",
24
+ "12": "I-FOUNDATIONS-OF-MATHEMATICS",
25
+ "13": "B-GEOMETRY",
26
+ "14": "I-GEOMETRY",
27
+ "15": "B-LIE-ALGEBRA",
28
+ "16": "I-LIE-ALGEBRA",
29
+ "17": "B-LINEAR-ALGEBRA",
30
+ "18": "I-LINEAR-ALGEBRA",
31
+ "19": "B-LINEAR-INDEPENDENCE",
32
+ "20": "B-LINEAR-SYSTEMS-OF-EQUATIONS",
33
+ "21": "I-LINEAR-SYSTEMS-OF-EQUATIONS",
34
+ "22": "B-LOC",
35
+ "23": "I-LOC",
36
+ "24": "B-MATRICES",
37
+ "25": "I-MATRICES",
38
+ "26": "B-NUMBER-THEORY",
39
+ "27": "I-NUMBER-THEORY",
40
+ "28": "B-ORG",
41
+ "29": "I-ORG",
42
+ "30": "B-PERMANENTS",
43
+ "31": "B-PROBABILITY-AND-STATISTICS",
44
+ "32": "I-PROBABILITY-AND-STATISTICS",
45
+ "33": "B-RECREATIONAL-MATHEMATICS",
46
+ "34": "I-RECREATIONAL-MATHEMATICS",
47
+ "35": "B-TOPOLOGY",
48
+ "36": "I-TOPOLOGY"
49
+ },
50
+ "initializer_range": 0.02,
51
+ "label2id": {
52
+ "B-ALGEBRA": 1,
53
+ "B-APPLIED-MATHEMATICS": 3,
54
+ "B-CALCULUS-AND-ANALYSIS": 5,
55
+ "B-DETERMINANTS": 7,
56
+ "B-DISCRETE-MATHEMATICS": 9,
57
+ "B-FOUNDATIONS-OF-MATHEMATICS": 11,
58
+ "B-GEOMETRY": 13,
59
+ "B-LIE-ALGEBRA": 15,
60
+ "B-LINEAR-ALGEBRA": 17,
61
+ "B-LINEAR-INDEPENDENCE": 19,
62
+ "B-LINEAR-SYSTEMS-OF-EQUATIONS": 20,
63
+ "B-LOC": 22,
64
+ "B-MATRICES": 24,
65
+ "B-NUMBER-THEORY": 26,
66
+ "B-ORG": 28,
67
+ "B-PERMANENTS": 30,
68
+ "B-PROBABILITY-AND-STATISTICS": 31,
69
+ "B-RECREATIONAL-MATHEMATICS": 33,
70
+ "B-TOPOLOGY": 35,
71
+ "I-ALGEBRA": 2,
72
+ "I-APPLIED-MATHEMATICS": 4,
73
+ "I-CALCULUS-AND-ANALYSIS": 6,
74
+ "I-DETERMINANTS": 8,
75
+ "I-DISCRETE-MATHEMATICS": 10,
76
+ "I-FOUNDATIONS-OF-MATHEMATICS": 12,
77
+ "I-GEOMETRY": 14,
78
+ "I-LIE-ALGEBRA": 16,
79
+ "I-LINEAR-ALGEBRA": 18,
80
+ "I-LINEAR-SYSTEMS-OF-EQUATIONS": 21,
81
+ "I-LOC": 23,
82
+ "I-MATRICES": 25,
83
+ "I-NUMBER-THEORY": 27,
84
+ "I-ORG": 29,
85
+ "I-PROBABILITY-AND-STATISTICS": 32,
86
+ "I-RECREATIONAL-MATHEMATICS": 34,
87
+ "I-TOPOLOGY": 36,
88
+ "O": -100
89
+ },
90
+ "max_position_embeddings": 512,
91
+ "model_type": "distilbert",
92
+ "n_heads": 12,
93
+ "n_layers": 6,
94
+ "output_past": true,
95
+ "pad_token_id": 0,
96
+ "qa_dropout": 0.1,
97
+ "seq_classif_dropout": 0.2,
98
+ "sinusoidal_pos_embds": false,
99
+ "tie_weights_": true,
100
+ "torch_dtype": "float32",
101
+ "transformers_version": "4.47.1",
102
+ "vocab_size": 28996
103
+ }
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fc9118b0266e3b09a51594aeed8615c8fa6db903b2e9c418be1a1613f8b04b39
3
+ size 260889804
runs/Dec31_15-48-32_719aecc6f8d9/events.out.tfevents.1735660115.719aecc6f8d9.520.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b2af70c7c44d50a434996b4c43046278ed0b3aacb3f292c20603885d3476b1bd
3
+ size 7225
runs/Dec31_16-23-41_719aecc6f8d9/events.out.tfevents.1735662226.719aecc6f8d9.520.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ba470bff1390fcb5465dfb0b60ecff3275532e33524cd7d22899d73cd34c605d
3
+ size 7225
runs/Dec31_16-32-05_719aecc6f8d9/events.out.tfevents.1735662729.719aecc6f8d9.520.2 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b2e68732a4b5a8f107a374a9c028ca052f9c7b199a8e2709af89e3e36f86c1c3
3
+ size 7225
runs/Dec31_16-48-19_1fcf9c521f39/events.out.tfevents.1735663706.1fcf9c521f39.591.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6c4489ed198ff72344559c3854c3dc71bcc74f32561a3fe5100973ea78ccc578
3
+ size 7225
runs/Dec31_17-24-06_1fcf9c521f39/events.out.tfevents.1735665849.1fcf9c521f39.591.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:06958d4642ab42163ef1a6e30b6bb72c8c04f30e3a7fe0ab763b4109cd4a85bd
3
+ size 7225
runs/Jan01_15-03-00_2bd724ba0104/events.out.tfevents.1735743790.2bd724ba0104.3628.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d978a36f676648e42b10706c77d7905edbd6e380167932a35da0f7942da479a6
3
+ size 7227
runs/Jan01_15-03-00_2bd724ba0104/events.out.tfevents.1735744437.2bd724ba0104.3628.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9d3e120bf866593381b94bccc311d64de1cbf7b278a76383316e78a0b7be0311
3
+ size 7227
runs/Jan01_15-03-00_2bd724ba0104/events.out.tfevents.1735744660.2bd724ba0104.3628.2 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:62fed12145960f1074b0cbb259a9f2d24fbfeba4bc2aace82a94470db93b4af7
3
+ size 7227
runs/Jan01_16-03-33_cfbf16a9650d/events.out.tfevents.1735747429.cfbf16a9650d.613.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3ceb6bf730149dfb7c8c77cc094697a5f5ccccd6dd08be82b3fb758bd4f74eb0
3
+ size 7227
runs/Jan01_16-14-58_cfbf16a9650d/events.out.tfevents.1735748406.cfbf16a9650d.613.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:403ee167f103132d7c10f1ecd5f32a40fc2a766d9cb69437971b64b654d9c99d
3
+ size 7227
runs/Jan01_16-21-10_cfbf16a9650d/events.out.tfevents.1735748473.cfbf16a9650d.613.2 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1fc46057ff9db17cbae12d32a4db85fb3b5d5beab69ceda25979c08f28532c92
3
+ size 7227
runs/Jan01_16-21-10_cfbf16a9650d/events.out.tfevents.1735748497.cfbf16a9650d.613.3 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c45074d62f74a28acfd8022d400c1ade7670a67390c680ca6768239d0dab1033
3
+ size 7227
runs/Jan02_08-51-57_8f1459c4c1a2/events.out.tfevents.1735808188.8f1459c4c1a2.606.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:65dbec50579c2d54e4e81de277ff9c926aaa9435f89db5107d797abb2a1a5ccb
3
+ size 88
runs/Jan02_11-01-39_9b40510bd7a1/events.out.tfevents.1735816897.9b40510bd7a1.1416.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:46f353ccac38e5400e1202367f10eb5c5f6f03bc6b544237d64c0441b3b67599
3
+ size 14567
runs/Jan02_11-25-40_9b40510bd7a1/events.out.tfevents.1735817146.9b40510bd7a1.1416.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:82dee70009eba748926474fddb016813fdeb0f3a0adb65234c9759ffd046ba11
3
+ size 7228
runs/Jan02_11-26-27_9b40510bd7a1/events.out.tfevents.1735817193.9b40510bd7a1.1416.2 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4282e40e160a0ab5616cfd959c5ba8f10d2e7a5f70fd985cdc2f2e5e78d769d8
3
+ size 7226
runs/Jan02_11-32-30_705a1d9f60bb/events.out.tfevents.1735817603.705a1d9f60bb.560.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:435acf99ea018f2abb2a22150ab2b372cf7b0e99a47b7c2ab1fa92f199838a88
3
+ size 11647
runs/Jan02_11-40-31_705a1d9f60bb/events.out.tfevents.1735818067.705a1d9f60bb.560.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:794910ba8fcc62b559b0f51a7480e93a1dd88947d17530aa98331ce45d8eb236
3
+ size 11647
runs/Jan02_11-53-37_705a1d9f60bb/events.out.tfevents.1735818841.705a1d9f60bb.560.2 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:df4fde38ac8a7e5c98b7e4e75b2842479d123bff1b51ade60bf8df4f81d27ec4
3
+ size 11647
runs/Jan02_12-04-09_705a1d9f60bb/events.out.tfevents.1735819471.705a1d9f60bb.560.3 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:dbcdbb68b3250510c3bee69b7585d2eb21c8e61cc8af4c8664ac28421d168f78
3
+ size 21366
special_tokens_map.json ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "cls_token": {
3
+ "content": "[CLS]",
4
+ "lstrip": false,
5
+ "normalized": false,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "mask_token": {
10
+ "content": "[MASK]",
11
+ "lstrip": false,
12
+ "normalized": false,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "pad_token": {
17
+ "content": "[PAD]",
18
+ "lstrip": false,
19
+ "normalized": false,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ },
23
+ "sep_token": {
24
+ "content": "[SEP]",
25
+ "lstrip": false,
26
+ "normalized": false,
27
+ "rstrip": false,
28
+ "single_word": false
29
+ },
30
+ "unk_token": {
31
+ "content": "[UNK]",
32
+ "lstrip": false,
33
+ "normalized": false,
34
+ "rstrip": false,
35
+ "single_word": false
36
+ }
37
+ }
tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
tokenizer_config.json ADDED
@@ -0,0 +1,60 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "[PAD]",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "100": {
12
+ "content": "[UNK]",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "101": {
20
+ "content": "[CLS]",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "102": {
28
+ "content": "[SEP]",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "103": {
36
+ "content": "[MASK]",
37
+ "lstrip": false,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ }
43
+ },
44
+ "clean_up_tokenization_spaces": true,
45
+ "cls_token": "[CLS]",
46
+ "do_lower_case": false,
47
+ "extra_special_tokens": {},
48
+ "mask_token": "[MASK]",
49
+ "max_length": 512,
50
+ "model_max_length": 512,
51
+ "pad_token": "[PAD]",
52
+ "sep_token": "[SEP]",
53
+ "stride": 0,
54
+ "strip_accents": null,
55
+ "tokenize_chinese_chars": true,
56
+ "tokenizer_class": "DistilBertTokenizer",
57
+ "truncation_side": "right",
58
+ "truncation_strategy": "longest_first",
59
+ "unk_token": "[UNK]"
60
+ }
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f0806921147bf60ec8accfe31a9eca7add9d402914d734fb0b3093b866eb2348
3
+ size 5368
vocab.txt ADDED
The diff for this file is too large to render. See raw diff