Training in progress, epoch 8
Browse files- checkpoint-1688/config.json +39 -0
- checkpoint-1688/merges.txt +0 -0
- checkpoint-1688/optimizer.pt +3 -0
- checkpoint-1688/pytorch_model.bin +3 -0
- checkpoint-1688/rng_state.pth +3 -0
- checkpoint-1688/scaler.pt +3 -0
- checkpoint-1688/scheduler.pt +3 -0
- checkpoint-1688/special_tokens_map.json +1 -0
- checkpoint-1688/tokenizer.json +0 -0
- checkpoint-1688/tokenizer_config.json +1 -0
- checkpoint-1688/trainer_state.json +144 -0
- checkpoint-1688/training_args.bin +3 -0
- checkpoint-1688/vocab.json +0 -0
- pytorch_model.bin +1 -1
checkpoint-1688/config.json
ADDED
@@ -0,0 +1,39 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "cardiffnlp/twitter-roberta-base-2021-124m",
|
3 |
+
"architectures": [
|
4 |
+
"RobertaForSequenceClassification"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.1,
|
7 |
+
"bos_token_id": 0,
|
8 |
+
"classifier_dropout": null,
|
9 |
+
"eos_token_id": 2,
|
10 |
+
"gradient_checkpointing": false,
|
11 |
+
"hidden_act": "gelu",
|
12 |
+
"hidden_dropout_prob": 0.1,
|
13 |
+
"hidden_size": 768,
|
14 |
+
"id2label": {
|
15 |
+
"0": "LABEL_0",
|
16 |
+
"1": "LABEL_1",
|
17 |
+
"2": "LABEL_2"
|
18 |
+
},
|
19 |
+
"initializer_range": 0.02,
|
20 |
+
"intermediate_size": 3072,
|
21 |
+
"label2id": {
|
22 |
+
"LABEL_0": 0,
|
23 |
+
"LABEL_1": 1,
|
24 |
+
"LABEL_2": 2
|
25 |
+
},
|
26 |
+
"layer_norm_eps": 1e-05,
|
27 |
+
"max_position_embeddings": 514,
|
28 |
+
"model_type": "roberta",
|
29 |
+
"num_attention_heads": 12,
|
30 |
+
"num_hidden_layers": 12,
|
31 |
+
"pad_token_id": 1,
|
32 |
+
"position_embedding_type": "absolute",
|
33 |
+
"problem_type": "multi_label_classification",
|
34 |
+
"torch_dtype": "float32",
|
35 |
+
"transformers_version": "4.17.0",
|
36 |
+
"type_vocab_size": 1,
|
37 |
+
"use_cache": true,
|
38 |
+
"vocab_size": 50265
|
39 |
+
}
|
checkpoint-1688/merges.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
checkpoint-1688/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ef4802ad38eb73fe5dfaa7cf016af984d8ab875ba7a3b70983c1ec626caa9e25
|
3 |
+
size 997299037
|
checkpoint-1688/pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:138d40b8d593a1a676495429fef65fdc09b45ac861796495d741df47139d0f11
|
3 |
+
size 498678125
|
checkpoint-1688/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:77715b01271ff5b5173f23a7e1fe3241d91894f79cb6bdb25cb96d9255d269a7
|
3 |
+
size 14503
|
checkpoint-1688/scaler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f38ba29d4e8440ae570539dcf8d8594992b1faabc701274645aec28ed9db9823
|
3 |
+
size 559
|
checkpoint-1688/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c9bf8408d38ae065a394d43f0a65aec036841bb6806e8db92542b71758aff3e4
|
3 |
+
size 623
|
checkpoint-1688/special_tokens_map.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "<unk>", "sep_token": "</s>", "pad_token": "<pad>", "cls_token": "<s>", "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": false}}
|
checkpoint-1688/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
checkpoint-1688/tokenizer_config.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"errors": "replace", "bos_token": "<s>", "eos_token": "</s>", "sep_token": "</s>", "cls_token": "<s>", "unk_token": "<unk>", "pad_token": "<pad>", "mask_token": "<mask>", "add_prefix_space": false, "trim_offsets": true, "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "cardiffnlp/twitter-roberta-base-2021-124m", "normalization": true, "tokenizer_class": "RobertaTokenizer"}
|
checkpoint-1688/trainer_state.json
ADDED
@@ -0,0 +1,144 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.7782108653517272,
|
3 |
+
"best_model_checkpoint": "outputs/time_lm_nli/checkpoint-1266",
|
4 |
+
"epoch": 8.0,
|
5 |
+
"global_step": 1688,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 1.0,
|
12 |
+
"learning_rate": 9.666666666666666e-07,
|
13 |
+
"loss": 0.5392,
|
14 |
+
"step": 211
|
15 |
+
},
|
16 |
+
{
|
17 |
+
"epoch": 1.0,
|
18 |
+
"eval_accuracy": 0.7,
|
19 |
+
"eval_f1": 0.6998718119161117,
|
20 |
+
"eval_loss": 0.4048246741294861,
|
21 |
+
"eval_runtime": 5.0256,
|
22 |
+
"eval_samples_per_second": 596.939,
|
23 |
+
"eval_steps_per_second": 74.617,
|
24 |
+
"step": 211
|
25 |
+
},
|
26 |
+
{
|
27 |
+
"epoch": 2.0,
|
28 |
+
"learning_rate": 9.333333333333333e-07,
|
29 |
+
"loss": 0.3725,
|
30 |
+
"step": 422
|
31 |
+
},
|
32 |
+
{
|
33 |
+
"epoch": 2.0,
|
34 |
+
"eval_accuracy": 0.759,
|
35 |
+
"eval_f1": 0.7583549419422403,
|
36 |
+
"eval_loss": 0.3489450216293335,
|
37 |
+
"eval_runtime": 5.103,
|
38 |
+
"eval_samples_per_second": 587.885,
|
39 |
+
"eval_steps_per_second": 73.486,
|
40 |
+
"step": 422
|
41 |
+
},
|
42 |
+
{
|
43 |
+
"epoch": 3.0,
|
44 |
+
"learning_rate": 9e-07,
|
45 |
+
"loss": 0.3158,
|
46 |
+
"step": 633
|
47 |
+
},
|
48 |
+
{
|
49 |
+
"epoch": 3.0,
|
50 |
+
"eval_accuracy": 0.7613333333333333,
|
51 |
+
"eval_f1": 0.7569694772671423,
|
52 |
+
"eval_loss": 0.3286795914173126,
|
53 |
+
"eval_runtime": 5.4646,
|
54 |
+
"eval_samples_per_second": 548.991,
|
55 |
+
"eval_steps_per_second": 68.624,
|
56 |
+
"step": 633
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 4.0,
|
60 |
+
"learning_rate": 8.666666666666667e-07,
|
61 |
+
"loss": 0.289,
|
62 |
+
"step": 844
|
63 |
+
},
|
64 |
+
{
|
65 |
+
"epoch": 4.0,
|
66 |
+
"eval_accuracy": 0.769,
|
67 |
+
"eval_f1": 0.7684440341259363,
|
68 |
+
"eval_loss": 0.33065709471702576,
|
69 |
+
"eval_runtime": 5.2159,
|
70 |
+
"eval_samples_per_second": 575.162,
|
71 |
+
"eval_steps_per_second": 71.895,
|
72 |
+
"step": 844
|
73 |
+
},
|
74 |
+
{
|
75 |
+
"epoch": 5.0,
|
76 |
+
"learning_rate": 8.333333333333333e-07,
|
77 |
+
"loss": 0.2716,
|
78 |
+
"step": 1055
|
79 |
+
},
|
80 |
+
{
|
81 |
+
"epoch": 5.0,
|
82 |
+
"eval_accuracy": 0.7766666666666666,
|
83 |
+
"eval_f1": 0.775028474008066,
|
84 |
+
"eval_loss": 0.3240624666213989,
|
85 |
+
"eval_runtime": 5.2721,
|
86 |
+
"eval_samples_per_second": 569.029,
|
87 |
+
"eval_steps_per_second": 71.129,
|
88 |
+
"step": 1055
|
89 |
+
},
|
90 |
+
{
|
91 |
+
"epoch": 6.0,
|
92 |
+
"learning_rate": 8e-07,
|
93 |
+
"loss": 0.2575,
|
94 |
+
"step": 1266
|
95 |
+
},
|
96 |
+
{
|
97 |
+
"epoch": 6.0,
|
98 |
+
"eval_accuracy": 0.7786666666666666,
|
99 |
+
"eval_f1": 0.7782108653517272,
|
100 |
+
"eval_loss": 0.32720017433166504,
|
101 |
+
"eval_runtime": 5.4144,
|
102 |
+
"eval_samples_per_second": 554.075,
|
103 |
+
"eval_steps_per_second": 69.259,
|
104 |
+
"step": 1266
|
105 |
+
},
|
106 |
+
{
|
107 |
+
"epoch": 7.0,
|
108 |
+
"learning_rate": 7.666666666666667e-07,
|
109 |
+
"loss": 0.2441,
|
110 |
+
"step": 1477
|
111 |
+
},
|
112 |
+
{
|
113 |
+
"epoch": 7.0,
|
114 |
+
"eval_accuracy": 0.7783333333333333,
|
115 |
+
"eval_f1": 0.7775937336504917,
|
116 |
+
"eval_loss": 0.3257558345794678,
|
117 |
+
"eval_runtime": 5.0695,
|
118 |
+
"eval_samples_per_second": 591.777,
|
119 |
+
"eval_steps_per_second": 73.972,
|
120 |
+
"step": 1477
|
121 |
+
},
|
122 |
+
{
|
123 |
+
"epoch": 8.0,
|
124 |
+
"learning_rate": 7.333333333333332e-07,
|
125 |
+
"loss": 0.2363,
|
126 |
+
"step": 1688
|
127 |
+
},
|
128 |
+
{
|
129 |
+
"epoch": 8.0,
|
130 |
+
"eval_accuracy": 0.7776666666666666,
|
131 |
+
"eval_f1": 0.777267505288088,
|
132 |
+
"eval_loss": 0.331592321395874,
|
133 |
+
"eval_runtime": 5.1518,
|
134 |
+
"eval_samples_per_second": 582.323,
|
135 |
+
"eval_steps_per_second": 72.79,
|
136 |
+
"step": 1688
|
137 |
+
}
|
138 |
+
],
|
139 |
+
"max_steps": 6330,
|
140 |
+
"num_train_epochs": 30,
|
141 |
+
"total_flos": 1.1471153007750912e+16,
|
142 |
+
"trial_name": null,
|
143 |
+
"trial_params": null
|
144 |
+
}
|
checkpoint-1688/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3966be765a13463da707bf5cd58cd4c0452776ca8eaf9c649e2dbde2a9daa7b1
|
3 |
+
size 3119
|
checkpoint-1688/vocab.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
pytorch_model.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 498678125
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:138d40b8d593a1a676495429fef65fdc09b45ac861796495d741df47139d0f11
|
3 |
size 498678125
|