Hugging Face's logo

joseph10
/
berttiny-hate_speech18-bothpretrained

Text Classification
Transformers
TensorBoard
Safetensors
bert
Generated from Trainer
Eval Results
Inference Endpoints
Model card Files Metrics Community
joseph10 commited on
Commit
ebc615d
•
1 Parent(s): f0d563a

Training in progress, epoch 1

Browse files
Files changed (15) hide show
  1. logs/events.out.tfevents.1702107494.joseph_legion.21824.36 +3 -0
  2. logs/events.out.tfevents.1702107559.joseph_legion.21824.37 +3 -0
  3. logs/events.out.tfevents.1702107620.joseph_legion.21824.38 +3 -0
  4. model.safetensors +1 -1
  5. run-37/checkpoint-958/config.json +38 -0
  6. run-37/checkpoint-958/model.safetensors +3 -0
  7. run-37/checkpoint-958/optimizer.pt +3 -0
  8. run-37/checkpoint-958/rng_state.pth +3 -0
  9. run-37/checkpoint-958/scheduler.pt +3 -0
  10. run-37/checkpoint-958/special_tokens_map.json +37 -0
  11. run-37/checkpoint-958/tokenizer_config.json +57 -0
  12. run-37/checkpoint-958/trainer_state.json +40 -0
  13. run-37/checkpoint-958/training_args.bin +3 -0
  14. run-37/checkpoint-958/vocab.txt +0 -0
  15. training_args.bin +1 -1
logs/events.out.tfevents.1702107494.joseph_legion.21824.36 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f1abfeb1683d6e7554fbf0c4de0fe40dc4a7eefbd1004b2cb0051cd58f68be4f
3
+ size 5128
logs/events.out.tfevents.1702107559.joseph_legion.21824.37 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1bc58cab76a05b2f1b91f386d561e88c2aa1fded090e6119b304267c280057e0
3
+ size 5128
logs/events.out.tfevents.1702107620.joseph_legion.21824.38 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7b1d688d8299dd0553f8487fdee5a14e0040eb2d28774c67ef231a127941068b
3
+ size 5128
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:371fa7bcf83d21a5ee85ff886511c488e535ae8912c7a6b1a7355c2460b8002e
3
  size 17550344
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f7307d85e6c756f518dbcfe0f13e75efc1d056e7fa88b210555a53b191e97d35
3
  size 17550344
run-37/checkpoint-958/config.json ADDED
@@ -0,0 +1,38 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "agvidit1/GoogleTinyBert_HateSpeech_pretrain",
3
+ "architectures": [
4
+ "BertForSequenceClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "classifier_dropout": null,
8
+ "hidden_act": "gelu",
9
+ "hidden_dropout_prob": 0.1,
10
+ "hidden_size": 128,
11
+ "id2label": {
12
+ "0": "noHate",
13
+ "1": "hate",
14
+ "2": "idk/skip",
15
+ "3": "relation"
16
+ },
17
+ "initializer_range": 0.02,
18
+ "intermediate_size": 512,
19
+ "label2id": {
20
+ "hate": "1",
21
+ "idk/skip": "2",
22
+ "noHate": "0",
23
+ "relation": "3"
24
+ },
25
+ "layer_norm_eps": 1e-12,
26
+ "max_position_embeddings": 512,
27
+ "model_type": "bert",
28
+ "num_attention_heads": 2,
29
+ "num_hidden_layers": 2,
30
+ "pad_token_id": 0,
31
+ "position_embedding_type": "absolute",
32
+ "problem_type": "single_label_classification",
33
+ "torch_dtype": "float32",
34
+ "transformers_version": "4.36.0.dev0",
35
+ "type_vocab_size": 2,
36
+ "use_cache": true,
37
+ "vocab_size": 30522
38
+ }
run-37/checkpoint-958/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f7307d85e6c756f518dbcfe0f13e75efc1d056e7fa88b210555a53b191e97d35
3
+ size 17550344
run-37/checkpoint-958/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5fac3aad82181af67b1b2fbf019ffa6b60d22d425a3cbd2fc7285c9722732d2b
3
+ size 35125946
run-37/checkpoint-958/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6e6e17c39d75eb97ef979eb7994050808d8d56ea763eb8a077186c700efb07af
3
+ size 14244
run-37/checkpoint-958/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5a20ff8bcadbb640a9e81735bee19db1d401e8daa4231ec6369fc16ab43cc13d
3
+ size 1064
run-37/checkpoint-958/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
+ }
run-37/checkpoint-958/tokenizer_config.json ADDED
@@ -0,0 +1,57 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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_basic_tokenize": true,
47
+ "do_lower_case": true,
48
+ "mask_token": "[MASK]",
49
+ "model_max_length": 512,
50
+ "never_split": null,
51
+ "pad_token": "[PAD]",
52
+ "sep_token": "[SEP]",
53
+ "strip_accents": null,
54
+ "tokenize_chinese_chars": true,
55
+ "tokenizer_class": "BertTokenizer",
56
+ "unk_token": "[UNK]"
57
+ }
run-37/checkpoint-958/trainer_state.json ADDED
@@ -0,0 +1,40 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.8642595978062158,
3
+ "best_model_checkpoint": "berttiny-hate_speech18-bothpretrained\\run-37\\checkpoint-958",
4
+ "epoch": 1.0,
5
+ "eval_steps": 500,
6
+ "global_step": 958,
7
+ "is_hyper_param_search": true,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 1.0,
13
+ "learning_rate": 5.448730733370957e-05,
14
+ "loss": 0.4754,
15
+ "step": 958
16
+ },
17
+ {
18
+ "epoch": 1.0,
19
+ "eval_accuracy": 0.8642595978062158,
20
+ "eval_loss": 0.4731012284755707,
21
+ "eval_runtime": 10.8286,
22
+ "eval_samples_per_second": 202.058,
23
+ "eval_steps_per_second": 1.662,
24
+ "step": 958
25
+ }
26
+ ],
27
+ "logging_steps": 500,
28
+ "max_steps": 3832,
29
+ "num_input_tokens_seen": 0,
30
+ "num_train_epochs": 4,
31
+ "save_steps": 500,
32
+ "total_flos": 980722700640.0,
33
+ "trial_name": null,
34
+ "trial_params": {
35
+ "learning_rate": 7.264974311161276e-05,
36
+ "num_train_epochs": 4,
37
+ "per_device_train_batch_size": 8,
38
+ "seed": 36
39
+ }
40
+ }
run-37/checkpoint-958/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:788b716bebf70115183b79fc3fb95e168b69e55dae12f79439a8ba09ad5132ae
3
+ size 4792
run-37/checkpoint-958/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:030dbc86dc666d733a510f7c3a75ebe0d52c461eb301b4aaf85a004dd02075d7
3
  size 4792
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:788b716bebf70115183b79fc3fb95e168b69e55dae12f79439a8ba09ad5132ae
3
  size 4792