Training in progress, epoch 1
Browse files- .gitignore +1 -0
- config.json +35 -0
- last-checkpoint/config.json +35 -0
- last-checkpoint/optimizer.pt +3 -0
- last-checkpoint/pytorch_model.bin +3 -0
- last-checkpoint/rng_state.pth +3 -0
- last-checkpoint/scheduler.pt +3 -0
- last-checkpoint/special_tokens_map.json +7 -0
- last-checkpoint/tokenizer.json +0 -0
- last-checkpoint/tokenizer_config.json +13 -0
- last-checkpoint/trainer_state.json +48 -0
- last-checkpoint/training_args.bin +3 -0
- last-checkpoint/vocab.txt +0 -0
- pytorch_model.bin +3 -0
- runs/May01_05-37-38_af1ffd0a72ec/1682919463.053597/events.out.tfevents.1682919463.af1ffd0a72ec.975.3 +3 -0
- runs/May01_05-37-38_af1ffd0a72ec/events.out.tfevents.1682919463.af1ffd0a72ec.975.2 +3 -0
- runs/May01_05-37-56_af1ffd0a72ec/1682919479.1828432/events.out.tfevents.1682919479.af1ffd0a72ec.975.5 +3 -0
- runs/May01_05-37-56_af1ffd0a72ec/events.out.tfevents.1682919479.af1ffd0a72ec.975.4 +3 -0
- runs/May01_05-44-38_af1ffd0a72ec/1682919880.5800993/events.out.tfevents.1682919880.af1ffd0a72ec.975.7 +3 -0
- runs/May01_05-44-38_af1ffd0a72ec/events.out.tfevents.1682919880.af1ffd0a72ec.975.6 +3 -0
- runs/May01_05-52-46_af1ffd0a72ec/1682920369.2732103/events.out.tfevents.1682920369.af1ffd0a72ec.975.9 +3 -0
- runs/May01_05-52-46_af1ffd0a72ec/events.out.tfevents.1682920369.af1ffd0a72ec.975.8 +3 -0
- runs/May01_06-03-35_af1ffd0a72ec/1682921017.4052732/events.out.tfevents.1682921017.af1ffd0a72ec.975.11 +3 -0
- runs/May01_06-03-35_af1ffd0a72ec/events.out.tfevents.1682921017.af1ffd0a72ec.975.10 +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +13 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
.gitignore
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
checkpoint-*/
|
config.json
ADDED
@@ -0,0 +1,35 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "distilbert-base-uncased",
|
3 |
+
"activation": "gelu",
|
4 |
+
"architectures": [
|
5 |
+
"DistilBertForSequenceClassification"
|
6 |
+
],
|
7 |
+
"attention_dropout": 0.1,
|
8 |
+
"dim": 768,
|
9 |
+
"dropout": 0.1,
|
10 |
+
"hidden_dim": 3072,
|
11 |
+
"id2label": {
|
12 |
+
"0": "Negative",
|
13 |
+
"1": "Neutral",
|
14 |
+
"2": "Positive"
|
15 |
+
},
|
16 |
+
"initializer_range": 0.02,
|
17 |
+
"label2id": {
|
18 |
+
"Negative": 0,
|
19 |
+
"Neutral": 1,
|
20 |
+
"Positive": 2
|
21 |
+
},
|
22 |
+
"max_position_embeddings": 512,
|
23 |
+
"model_type": "distilbert",
|
24 |
+
"n_heads": 12,
|
25 |
+
"n_layers": 6,
|
26 |
+
"pad_token_id": 0,
|
27 |
+
"problem_type": "single_label_classification",
|
28 |
+
"qa_dropout": 0.1,
|
29 |
+
"seq_classif_dropout": 0.2,
|
30 |
+
"sinusoidal_pos_embds": false,
|
31 |
+
"tie_weights_": true,
|
32 |
+
"torch_dtype": "float32",
|
33 |
+
"transformers_version": "4.28.1",
|
34 |
+
"vocab_size": 30522
|
35 |
+
}
|
last-checkpoint/config.json
ADDED
@@ -0,0 +1,35 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "distilbert-base-uncased",
|
3 |
+
"activation": "gelu",
|
4 |
+
"architectures": [
|
5 |
+
"DistilBertForSequenceClassification"
|
6 |
+
],
|
7 |
+
"attention_dropout": 0.1,
|
8 |
+
"dim": 768,
|
9 |
+
"dropout": 0.1,
|
10 |
+
"hidden_dim": 3072,
|
11 |
+
"id2label": {
|
12 |
+
"0": "Negative",
|
13 |
+
"1": "Neutral",
|
14 |
+
"2": "Positive"
|
15 |
+
},
|
16 |
+
"initializer_range": 0.02,
|
17 |
+
"label2id": {
|
18 |
+
"Negative": 0,
|
19 |
+
"Neutral": 1,
|
20 |
+
"Positive": 2
|
21 |
+
},
|
22 |
+
"max_position_embeddings": 512,
|
23 |
+
"model_type": "distilbert",
|
24 |
+
"n_heads": 12,
|
25 |
+
"n_layers": 6,
|
26 |
+
"pad_token_id": 0,
|
27 |
+
"problem_type": "single_label_classification",
|
28 |
+
"qa_dropout": 0.1,
|
29 |
+
"seq_classif_dropout": 0.2,
|
30 |
+
"sinusoidal_pos_embds": false,
|
31 |
+
"tie_weights_": true,
|
32 |
+
"torch_dtype": "float32",
|
33 |
+
"transformers_version": "4.28.1",
|
34 |
+
"vocab_size": 30522
|
35 |
+
}
|
last-checkpoint/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9a177e7e58ebacb27aeeaaafa31d26179ad44cc4442bec50cd96f3a753c507af
|
3 |
+
size 535707205
|
last-checkpoint/pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5f89b283bce7d91e0a094f038f21181c4089cfb1ab3fe1fdbf36e52574105a45
|
3 |
+
size 267858605
|
last-checkpoint/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:1afa4fb390fed62209a33ec31502a83421450b5e725ed87b9f6a0e5a6fe43e4a
|
3 |
+
size 14575
|
last-checkpoint/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8887e02a63197212eb08e6268a00af8c32453672a22c577dcf1de8bc5e2b976a
|
3 |
+
size 627
|
last-checkpoint/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 |
+
}
|
last-checkpoint/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
last-checkpoint/tokenizer_config.json
ADDED
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"clean_up_tokenization_spaces": true,
|
3 |
+
"cls_token": "[CLS]",
|
4 |
+
"do_lower_case": true,
|
5 |
+
"mask_token": "[MASK]",
|
6 |
+
"model_max_length": 512,
|
7 |
+
"pad_token": "[PAD]",
|
8 |
+
"sep_token": "[SEP]",
|
9 |
+
"strip_accents": null,
|
10 |
+
"tokenize_chinese_chars": true,
|
11 |
+
"tokenizer_class": "DistilBertTokenizer",
|
12 |
+
"unk_token": "[UNK]"
|
13 |
+
}
|
last-checkpoint/trainer_state.json
ADDED
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 1.8566110134124756,
|
3 |
+
"best_model_checkpoint": "distilbert_weight_decay_final/checkpoint-1718",
|
4 |
+
"epoch": 1.0,
|
5 |
+
"global_step": 1718,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 0.29,
|
12 |
+
"learning_rate": 1.970896391152503e-05,
|
13 |
+
"loss": 0.0382,
|
14 |
+
"step": 500
|
15 |
+
},
|
16 |
+
{
|
17 |
+
"epoch": 0.58,
|
18 |
+
"learning_rate": 1.941792782305006e-05,
|
19 |
+
"loss": 0.0288,
|
20 |
+
"step": 1000
|
21 |
+
},
|
22 |
+
{
|
23 |
+
"epoch": 0.87,
|
24 |
+
"learning_rate": 1.9126891734575087e-05,
|
25 |
+
"loss": 0.0306,
|
26 |
+
"step": 1500
|
27 |
+
},
|
28 |
+
{
|
29 |
+
"epoch": 1.0,
|
30 |
+
"eval_accuracy": {
|
31 |
+
"accuracy": 0.7809847198641766
|
32 |
+
},
|
33 |
+
"eval_f1": {
|
34 |
+
"f1": 0.7844084064836702
|
35 |
+
},
|
36 |
+
"eval_loss": 1.8566110134124756,
|
37 |
+
"eval_runtime": 10.7438,
|
38 |
+
"eval_samples_per_second": 328.933,
|
39 |
+
"eval_steps_per_second": 20.57,
|
40 |
+
"step": 1718
|
41 |
+
}
|
42 |
+
],
|
43 |
+
"max_steps": 34360,
|
44 |
+
"num_train_epochs": 20,
|
45 |
+
"total_flos": 782117510345820.0,
|
46 |
+
"trial_name": null,
|
47 |
+
"trial_params": null
|
48 |
+
}
|
last-checkpoint/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:04b5971559e4f46008c26899655526790b1f0642c2203abcf53b24a5526a8e81
|
3 |
+
size 3643
|
last-checkpoint/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5f89b283bce7d91e0a094f038f21181c4089cfb1ab3fe1fdbf36e52574105a45
|
3 |
+
size 267858605
|
runs/May01_05-37-38_af1ffd0a72ec/1682919463.053597/events.out.tfevents.1682919463.af1ffd0a72ec.975.3
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a5b3b69285940d3f059ec7efb07f96e0ab64fc7134a52e595fb125571ca8d918
|
3 |
+
size 5909
|
runs/May01_05-37-38_af1ffd0a72ec/events.out.tfevents.1682919463.af1ffd0a72ec.975.2
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9e9c6e0d11e6650803d64abaea07f792d69b323db605627511eb478fac55d543
|
3 |
+
size 4163
|
runs/May01_05-37-56_af1ffd0a72ec/1682919479.1828432/events.out.tfevents.1682919479.af1ffd0a72ec.975.5
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2128b5daafb795acd01eac33664e6aabae556c43f4e05d1f5f6bb4cda648d25c
|
3 |
+
size 5909
|
runs/May01_05-37-56_af1ffd0a72ec/events.out.tfevents.1682919479.af1ffd0a72ec.975.4
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:64b6ed01c3bd581a42060ad05b8a9c035eb41be88a8c175deab72fe499bf51dc
|
3 |
+
size 4634
|
runs/May01_05-44-38_af1ffd0a72ec/1682919880.5800993/events.out.tfevents.1682919880.af1ffd0a72ec.975.7
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:fd3a8a73ce1d82c2542a605e5908fc86284f1691683d37cffdc183f7a210dc4b
|
3 |
+
size 5909
|
runs/May01_05-44-38_af1ffd0a72ec/events.out.tfevents.1682919880.af1ffd0a72ec.975.6
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:1ba3064d629b2822a03735ad26f934a0f19d561068ab0acc692caf45262e3a4c
|
3 |
+
size 4634
|
runs/May01_05-52-46_af1ffd0a72ec/1682920369.2732103/events.out.tfevents.1682920369.af1ffd0a72ec.975.9
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:75ff7e034a3153f975d6c176da8c430808dac52ce0d1cb38badae7444216cbe4
|
3 |
+
size 5909
|
runs/May01_05-52-46_af1ffd0a72ec/events.out.tfevents.1682920369.af1ffd0a72ec.975.8
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a8ba354bc9693e69ff1591ccb72fddd9a299a0f4a4fe61442227db8ca1ec2c93
|
3 |
+
size 4634
|
runs/May01_06-03-35_af1ffd0a72ec/1682921017.4052732/events.out.tfevents.1682921017.af1ffd0a72ec.975.11
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4b7014a74d6bfa8bdb78ec9c2d6e83f30f6ec53d845a0e28be292d8534dbf111
|
3 |
+
size 5909
|
runs/May01_06-03-35_af1ffd0a72ec/events.out.tfevents.1682921017.af1ffd0a72ec.975.10
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:08dcf5072db183fe3fc5f86f73a3c90d0dd9c71fb873a02e205ae51a9c6fa631
|
3 |
+
size 4905
|
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 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"clean_up_tokenization_spaces": true,
|
3 |
+
"cls_token": "[CLS]",
|
4 |
+
"do_lower_case": true,
|
5 |
+
"mask_token": "[MASK]",
|
6 |
+
"model_max_length": 512,
|
7 |
+
"pad_token": "[PAD]",
|
8 |
+
"sep_token": "[SEP]",
|
9 |
+
"strip_accents": null,
|
10 |
+
"tokenize_chinese_chars": true,
|
11 |
+
"tokenizer_class": "DistilBertTokenizer",
|
12 |
+
"unk_token": "[UNK]"
|
13 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:04b5971559e4f46008c26899655526790b1f0642c2203abcf53b24a5526a8e81
|
3 |
+
size 3643
|
vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|