itsanastasiaminina
commited on
Training in progress, epoch 4
Browse files- model.safetensors +1 -1
- run-2/checkpoint-2252/config.json +44 -0
- run-2/checkpoint-2252/merges.txt +0 -0
- run-2/checkpoint-2252/model.safetensors +3 -0
- run-2/checkpoint-2252/optimizer.pt +3 -0
- run-2/checkpoint-2252/rng_state.pth +3 -0
- run-2/checkpoint-2252/scheduler.pt +3 -0
- run-2/checkpoint-2252/special_tokens_map.json +15 -0
- run-2/checkpoint-2252/tokenizer.json +0 -0
- run-2/checkpoint-2252/tokenizer_config.json +58 -0
- run-2/checkpoint-2252/trainer_state.json +102 -0
- run-2/checkpoint-2252/training_args.bin +3 -0
- run-2/checkpoint-2252/vocab.json +0 -0
- runs/Dec08_13-30-03_3b937233628b/events.out.tfevents.1733669115.3b937233628b.23.2 +2 -2
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 498625128
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f3af3360eb07f988be802e50844e65238f892c0c25140a8710cdc4a6b3ce8777
|
3 |
size 498625128
|
run-2/checkpoint-2252/config.json
ADDED
@@ -0,0 +1,44 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "roberta-base",
|
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 |
+
"hidden_act": "gelu",
|
11 |
+
"hidden_dropout_prob": 0.1,
|
12 |
+
"hidden_size": 768,
|
13 |
+
"id2label": {
|
14 |
+
"0": "LABEL_0",
|
15 |
+
"1": "LABEL_1",
|
16 |
+
"2": "LABEL_2",
|
17 |
+
"3": "LABEL_3",
|
18 |
+
"4": "LABEL_4",
|
19 |
+
"5": "LABEL_5"
|
20 |
+
},
|
21 |
+
"initializer_range": 0.02,
|
22 |
+
"intermediate_size": 3072,
|
23 |
+
"label2id": {
|
24 |
+
"LABEL_0": 0,
|
25 |
+
"LABEL_1": 1,
|
26 |
+
"LABEL_2": 2,
|
27 |
+
"LABEL_3": 3,
|
28 |
+
"LABEL_4": 4,
|
29 |
+
"LABEL_5": 5
|
30 |
+
},
|
31 |
+
"layer_norm_eps": 1e-05,
|
32 |
+
"max_position_embeddings": 514,
|
33 |
+
"model_type": "roberta",
|
34 |
+
"num_attention_heads": 12,
|
35 |
+
"num_hidden_layers": 12,
|
36 |
+
"pad_token_id": 1,
|
37 |
+
"position_embedding_type": "absolute",
|
38 |
+
"problem_type": "single_label_classification",
|
39 |
+
"torch_dtype": "float32",
|
40 |
+
"transformers_version": "4.47.0",
|
41 |
+
"type_vocab_size": 1,
|
42 |
+
"use_cache": true,
|
43 |
+
"vocab_size": 50265
|
44 |
+
}
|
run-2/checkpoint-2252/merges.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-2/checkpoint-2252/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f3af3360eb07f988be802e50844e65238f892c0c25140a8710cdc4a6b3ce8777
|
3 |
+
size 498625128
|
run-2/checkpoint-2252/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:33f12e8d1717c5b899c75fa812aa00a8acb0bc0a1464b62a7afb52f2480dbf78
|
3 |
+
size 997370106
|
run-2/checkpoint-2252/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9c12ed69c86e794797a0b1de6c0630e157810b87167e91afae46f31f0a4ae43d
|
3 |
+
size 14244
|
run-2/checkpoint-2252/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:1b9ef4caa9fab23c06601a91477ff795d3bad427df8a8549689178f48d3f4118
|
3 |
+
size 1064
|
run-2/checkpoint-2252/special_tokens_map.json
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"bos_token": "<s>",
|
3 |
+
"cls_token": "<s>",
|
4 |
+
"eos_token": "</s>",
|
5 |
+
"mask_token": {
|
6 |
+
"content": "<mask>",
|
7 |
+
"lstrip": true,
|
8 |
+
"normalized": false,
|
9 |
+
"rstrip": false,
|
10 |
+
"single_word": false
|
11 |
+
},
|
12 |
+
"pad_token": "<pad>",
|
13 |
+
"sep_token": "</s>",
|
14 |
+
"unk_token": "<unk>"
|
15 |
+
}
|
run-2/checkpoint-2252/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-2/checkpoint-2252/tokenizer_config.json
ADDED
@@ -0,0 +1,58 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"add_prefix_space": false,
|
3 |
+
"added_tokens_decoder": {
|
4 |
+
"0": {
|
5 |
+
"content": "<s>",
|
6 |
+
"lstrip": false,
|
7 |
+
"normalized": true,
|
8 |
+
"rstrip": false,
|
9 |
+
"single_word": false,
|
10 |
+
"special": true
|
11 |
+
},
|
12 |
+
"1": {
|
13 |
+
"content": "<pad>",
|
14 |
+
"lstrip": false,
|
15 |
+
"normalized": true,
|
16 |
+
"rstrip": false,
|
17 |
+
"single_word": false,
|
18 |
+
"special": true
|
19 |
+
},
|
20 |
+
"2": {
|
21 |
+
"content": "</s>",
|
22 |
+
"lstrip": false,
|
23 |
+
"normalized": true,
|
24 |
+
"rstrip": false,
|
25 |
+
"single_word": false,
|
26 |
+
"special": true
|
27 |
+
},
|
28 |
+
"3": {
|
29 |
+
"content": "<unk>",
|
30 |
+
"lstrip": false,
|
31 |
+
"normalized": true,
|
32 |
+
"rstrip": false,
|
33 |
+
"single_word": false,
|
34 |
+
"special": true
|
35 |
+
},
|
36 |
+
"50264": {
|
37 |
+
"content": "<mask>",
|
38 |
+
"lstrip": true,
|
39 |
+
"normalized": false,
|
40 |
+
"rstrip": false,
|
41 |
+
"single_word": false,
|
42 |
+
"special": true
|
43 |
+
}
|
44 |
+
},
|
45 |
+
"bos_token": "<s>",
|
46 |
+
"clean_up_tokenization_spaces": false,
|
47 |
+
"cls_token": "<s>",
|
48 |
+
"eos_token": "</s>",
|
49 |
+
"errors": "replace",
|
50 |
+
"extra_special_tokens": {},
|
51 |
+
"mask_token": "<mask>",
|
52 |
+
"model_max_length": 512,
|
53 |
+
"pad_token": "<pad>",
|
54 |
+
"sep_token": "</s>",
|
55 |
+
"tokenizer_class": "RobertaTokenizer",
|
56 |
+
"trim_offsets": true,
|
57 |
+
"unk_token": "<unk>"
|
58 |
+
}
|
run-2/checkpoint-2252/trainer_state.json
ADDED
@@ -0,0 +1,102 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.6208587338139933,
|
3 |
+
"best_model_checkpoint": "students_scores_model/run-2/checkpoint-1126",
|
4 |
+
"epoch": 4.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 2252,
|
7 |
+
"is_hyper_param_search": true,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.8880994671403197,
|
13 |
+
"grad_norm": 7.292171478271484,
|
14 |
+
"learning_rate": 3.526354733861817e-05,
|
15 |
+
"loss": 1.0895,
|
16 |
+
"step": 500
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_f1": 0.5011171601790574,
|
21 |
+
"eval_loss": 1.1365867853164673,
|
22 |
+
"eval_runtime": 37.7018,
|
23 |
+
"eval_samples_per_second": 59.679,
|
24 |
+
"eval_steps_per_second": 7.48,
|
25 |
+
"step": 563
|
26 |
+
},
|
27 |
+
{
|
28 |
+
"epoch": 1.7761989342806395,
|
29 |
+
"grad_norm": 11.239688873291016,
|
30 |
+
"learning_rate": 2.764723041883023e-05,
|
31 |
+
"loss": 0.8974,
|
32 |
+
"step": 1000
|
33 |
+
},
|
34 |
+
{
|
35 |
+
"epoch": 2.0,
|
36 |
+
"eval_f1": 0.6208587338139933,
|
37 |
+
"eval_loss": 0.8815694451332092,
|
38 |
+
"eval_runtime": 37.5893,
|
39 |
+
"eval_samples_per_second": 59.857,
|
40 |
+
"eval_steps_per_second": 7.502,
|
41 |
+
"step": 1126
|
42 |
+
},
|
43 |
+
{
|
44 |
+
"epoch": 2.664298401420959,
|
45 |
+
"grad_norm": 12.65758991241455,
|
46 |
+
"learning_rate": 2.003091349904229e-05,
|
47 |
+
"loss": 0.7725,
|
48 |
+
"step": 1500
|
49 |
+
},
|
50 |
+
{
|
51 |
+
"epoch": 3.0,
|
52 |
+
"eval_f1": 0.5950155132637635,
|
53 |
+
"eval_loss": 0.9455859661102295,
|
54 |
+
"eval_runtime": 37.7615,
|
55 |
+
"eval_samples_per_second": 59.585,
|
56 |
+
"eval_steps_per_second": 7.468,
|
57 |
+
"step": 1689
|
58 |
+
},
|
59 |
+
{
|
60 |
+
"epoch": 3.552397868561279,
|
61 |
+
"grad_norm": 15.075959205627441,
|
62 |
+
"learning_rate": 1.2414596579254345e-05,
|
63 |
+
"loss": 0.6214,
|
64 |
+
"step": 2000
|
65 |
+
},
|
66 |
+
{
|
67 |
+
"epoch": 4.0,
|
68 |
+
"eval_f1": 0.610500685281775,
|
69 |
+
"eval_loss": 1.0504252910614014,
|
70 |
+
"eval_runtime": 37.6588,
|
71 |
+
"eval_samples_per_second": 59.747,
|
72 |
+
"eval_steps_per_second": 7.488,
|
73 |
+
"step": 2252
|
74 |
+
}
|
75 |
+
],
|
76 |
+
"logging_steps": 500,
|
77 |
+
"max_steps": 2815,
|
78 |
+
"num_input_tokens_seen": 0,
|
79 |
+
"num_train_epochs": 5,
|
80 |
+
"save_steps": 500,
|
81 |
+
"stateful_callbacks": {
|
82 |
+
"TrainerControl": {
|
83 |
+
"args": {
|
84 |
+
"should_epoch_stop": false,
|
85 |
+
"should_evaluate": false,
|
86 |
+
"should_log": false,
|
87 |
+
"should_save": true,
|
88 |
+
"should_training_stop": false
|
89 |
+
},
|
90 |
+
"attributes": {}
|
91 |
+
}
|
92 |
+
},
|
93 |
+
"total_flos": 8412751900993536.0,
|
94 |
+
"train_batch_size": 16,
|
95 |
+
"trial_name": null,
|
96 |
+
"trial_params": {
|
97 |
+
"learning_rate": 4.2879864258406114e-05,
|
98 |
+
"num_train_epochs": 5,
|
99 |
+
"per_device_train_batch_size": 16,
|
100 |
+
"weight_decay": 0.060543241151812754
|
101 |
+
}
|
102 |
+
}
|
run-2/checkpoint-2252/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:07844380fb9421e367e0fe8c8cfeb6356de89708d1d3002c9565a87a48709fa1
|
3 |
+
size 5368
|
run-2/checkpoint-2252/vocab.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
runs/Dec08_13-30-03_3b937233628b/events.out.tfevents.1733669115.3b937233628b.23.2
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 sha256:17fc49ebc7cb40d21e7387a353571581676725c777056c558131b94d3f73f436
|
3 |
+
size 7466
|