Training in progress, epoch 2
Browse files- logs/events.out.tfevents.1702107299.joseph_legion.21824.35 +2 -2
- model.safetensors +1 -1
- run-34/checkpoint-1916/config.json +38 -0
- run-34/checkpoint-1916/model.safetensors +3 -0
- run-34/checkpoint-1916/optimizer.pt +3 -0
- run-34/checkpoint-1916/rng_state.pth +3 -0
- run-34/checkpoint-1916/scheduler.pt +3 -0
- run-34/checkpoint-1916/special_tokens_map.json +37 -0
- run-34/checkpoint-1916/tokenizer_config.json +57 -0
- run-34/checkpoint-1916/trainer_state.json +55 -0
- run-34/checkpoint-1916/training_args.bin +3 -0
- run-34/checkpoint-1916/vocab.txt +0 -0
logs/events.out.tfevents.1702107299.joseph_legion.21824.35
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:16edfceb6055eb5f40420493f733c1a44b7996784af9ff99a70b9b7c42b5b550
|
3 |
+
size 5608
|
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 17550344
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2183e04888f698db8245c0b2a098320aa0078ad16b37eff8a2e5f1db88f8ac18
|
3 |
size 17550344
|
run-34/checkpoint-1916/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-34/checkpoint-1916/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2183e04888f698db8245c0b2a098320aa0078ad16b37eff8a2e5f1db88f8ac18
|
3 |
+
size 17550344
|
run-34/checkpoint-1916/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c70b52cd28cf2a977c3852c950a633c18076c66d31f87b9e6cf37083d2fa1932
|
3 |
+
size 35125946
|
run-34/checkpoint-1916/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:32297410d415d7df61c6d2a7682087ae0e2ccef2754099ab9e08be7c77b52b8f
|
3 |
+
size 14244
|
run-34/checkpoint-1916/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a2f7e4c4cfe4b66019032c00ab3b59520225c8f74540608863ce65cccea1277f
|
3 |
+
size 1064
|
run-34/checkpoint-1916/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-34/checkpoint-1916/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-34/checkpoint-1916/trainer_state.json
ADDED
@@ -0,0 +1,55 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.8711151736745887,
|
3 |
+
"best_model_checkpoint": "berttiny-hate_speech18-bothpretrained\\run-34\\checkpoint-1916",
|
4 |
+
"epoch": 2.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 1916,
|
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": 4.7811152245905167e-05,
|
14 |
+
"loss": 0.4795,
|
15 |
+
"step": 958
|
16 |
+
},
|
17 |
+
{
|
18 |
+
"epoch": 1.0,
|
19 |
+
"eval_accuracy": 0.8670018281535649,
|
20 |
+
"eval_loss": 0.47216829657554626,
|
21 |
+
"eval_runtime": 10.7445,
|
22 |
+
"eval_samples_per_second": 203.639,
|
23 |
+
"eval_steps_per_second": 1.675,
|
24 |
+
"step": 958
|
25 |
+
},
|
26 |
+
{
|
27 |
+
"epoch": 2.0,
|
28 |
+
"learning_rate": 2.3905576122952583e-05,
|
29 |
+
"loss": 0.4553,
|
30 |
+
"step": 1916
|
31 |
+
},
|
32 |
+
{
|
33 |
+
"epoch": 2.0,
|
34 |
+
"eval_accuracy": 0.8711151736745887,
|
35 |
+
"eval_loss": 0.47212791442871094,
|
36 |
+
"eval_runtime": 10.7069,
|
37 |
+
"eval_samples_per_second": 204.353,
|
38 |
+
"eval_steps_per_second": 1.681,
|
39 |
+
"step": 1916
|
40 |
+
}
|
41 |
+
],
|
42 |
+
"logging_steps": 500,
|
43 |
+
"max_steps": 2874,
|
44 |
+
"num_input_tokens_seen": 0,
|
45 |
+
"num_train_epochs": 3,
|
46 |
+
"save_steps": 500,
|
47 |
+
"total_flos": 1968218937984.0,
|
48 |
+
"trial_name": null,
|
49 |
+
"trial_params": {
|
50 |
+
"learning_rate": 7.171672836885776e-05,
|
51 |
+
"num_train_epochs": 3,
|
52 |
+
"per_device_train_batch_size": 8,
|
53 |
+
"seed": 35
|
54 |
+
}
|
55 |
+
}
|
run-34/checkpoint-1916/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:030dbc86dc666d733a510f7c3a75ebe0d52c461eb301b4aaf85a004dd02075d7
|
3 |
+
size 4792
|
run-34/checkpoint-1916/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|