Training in progress, epoch 1
Browse filesThis view is limited to 50 files because it contains too many changes.
See raw diff
- model.safetensors +1 -1
- run-0/checkpoint-1263/config.json +27 -0
- run-0/checkpoint-1263/model.safetensors +3 -0
- run-0/checkpoint-1263/optimizer.pt +3 -0
- run-0/checkpoint-1263/rng_state.pth +3 -0
- run-0/checkpoint-1263/scheduler.pt +3 -0
- run-0/checkpoint-1263/sentencepiece.bpe.model +3 -0
- run-0/checkpoint-1263/special_tokens_map.json +15 -0
- run-0/checkpoint-1263/tokenizer.json +3 -0
- run-0/checkpoint-1263/tokenizer_config.json +55 -0
- run-0/checkpoint-1263/trainer_state.json +67 -0
- run-0/checkpoint-1263/training_args.bin +3 -0
- run-0/checkpoint-1684/config.json +27 -0
- run-0/checkpoint-1684/model.safetensors +3 -0
- run-0/checkpoint-1684/optimizer.pt +3 -0
- run-0/checkpoint-1684/rng_state.pth +3 -0
- run-0/checkpoint-1684/scheduler.pt +3 -0
- run-0/checkpoint-1684/sentencepiece.bpe.model +3 -0
- run-0/checkpoint-1684/special_tokens_map.json +15 -0
- run-0/checkpoint-1684/tokenizer.json +3 -0
- run-0/checkpoint-1684/tokenizer_config.json +55 -0
- run-0/checkpoint-1684/trainer_state.json +83 -0
- run-0/checkpoint-1684/training_args.bin +3 -0
- run-0/checkpoint-2105/config.json +27 -0
- run-0/checkpoint-2105/model.safetensors +3 -0
- run-0/checkpoint-2105/optimizer.pt +3 -0
- run-0/checkpoint-2105/rng_state.pth +3 -0
- run-0/checkpoint-2105/scheduler.pt +3 -0
- run-0/checkpoint-2105/sentencepiece.bpe.model +3 -0
- run-0/checkpoint-2105/special_tokens_map.json +15 -0
- run-0/checkpoint-2105/tokenizer.json +3 -0
- run-0/checkpoint-2105/tokenizer_config.json +55 -0
- run-0/checkpoint-2105/trainer_state.json +99 -0
- run-0/checkpoint-2105/training_args.bin +3 -0
- run-0/checkpoint-842/config.json +27 -0
- run-0/checkpoint-842/model.safetensors +3 -0
- run-0/checkpoint-842/optimizer.pt +3 -0
- run-0/checkpoint-842/rng_state.pth +3 -0
- run-0/checkpoint-842/scheduler.pt +3 -0
- run-0/checkpoint-842/sentencepiece.bpe.model +3 -0
- run-0/checkpoint-842/special_tokens_map.json +15 -0
- run-0/checkpoint-842/tokenizer.json +3 -0
- run-0/checkpoint-842/tokenizer_config.json +55 -0
- run-0/checkpoint-842/trainer_state.json +51 -0
- run-0/checkpoint-842/training_args.bin +3 -0
- run-1/checkpoint-1684/config.json +27 -0
- run-1/checkpoint-1684/model.safetensors +3 -0
- run-1/checkpoint-1684/optimizer.pt +3 -0
- run-1/checkpoint-1684/rng_state.pth +3 -0
- run-1/checkpoint-1684/scheduler.pt +3 -0
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 470641664
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4f8ec01152500593829ff0f0c7a3be8665dc76acbde1ff542cbd5ec4be62d9ca
|
3 |
size 470641664
|
run-0/checkpoint-1263/config.json
ADDED
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "microsoft/Multilingual-MiniLM-L12-H384",
|
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": 384,
|
11 |
+
"initializer_range": 0.02,
|
12 |
+
"intermediate_size": 1536,
|
13 |
+
"layer_norm_eps": 1e-12,
|
14 |
+
"max_position_embeddings": 512,
|
15 |
+
"model_type": "bert",
|
16 |
+
"num_attention_heads": 12,
|
17 |
+
"num_hidden_layers": 12,
|
18 |
+
"pad_token_id": 0,
|
19 |
+
"position_embedding_type": "absolute",
|
20 |
+
"problem_type": "single_label_classification",
|
21 |
+
"tokenizer_class": "XLMRobertaTokenizer",
|
22 |
+
"torch_dtype": "float32",
|
23 |
+
"transformers_version": "4.38.2",
|
24 |
+
"type_vocab_size": 2,
|
25 |
+
"use_cache": true,
|
26 |
+
"vocab_size": 250037
|
27 |
+
}
|
run-0/checkpoint-1263/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4987a425ece4f97ebe2a570e48267111ee2e5f8555f34b22192ce05ee5b28475
|
3 |
+
size 470641664
|
run-0/checkpoint-1263/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5c259aa99cb87a38d42083d7f39a4d829ba52d2cfe4b7e86e6872f24b073cc6a
|
3 |
+
size 941404410
|
run-0/checkpoint-1263/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3280fcfac134eaf29462f4ce7a21396d7df8855c1378766cbb68faab277b0305
|
3 |
+
size 14308
|
run-0/checkpoint-1263/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:221737016b1b6dc7abbc95f0bd7e97af0f963544cad8ce359faa9e1ac3d0b1aa
|
3 |
+
size 1064
|
run-0/checkpoint-1263/sentencepiece.bpe.model
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:cfc8146abe2a0488e9e2a0c56de7952f7c11ab059eca145a0a727afce0db2865
|
3 |
+
size 5069051
|
run-0/checkpoint-1263/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-0/checkpoint-1263/tokenizer.json
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:69564b696052886ed0ac63fa393e928384e0f8caada38c1f4864a9bfbf379c15
|
3 |
+
size 17098273
|
run-0/checkpoint-1263/tokenizer_config.json
ADDED
@@ -0,0 +1,55 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"added_tokens_decoder": {
|
3 |
+
"0": {
|
4 |
+
"content": "<s>",
|
5 |
+
"lstrip": false,
|
6 |
+
"normalized": false,
|
7 |
+
"rstrip": false,
|
8 |
+
"single_word": false,
|
9 |
+
"special": true
|
10 |
+
},
|
11 |
+
"1": {
|
12 |
+
"content": "<pad>",
|
13 |
+
"lstrip": false,
|
14 |
+
"normalized": false,
|
15 |
+
"rstrip": false,
|
16 |
+
"single_word": false,
|
17 |
+
"special": true
|
18 |
+
},
|
19 |
+
"2": {
|
20 |
+
"content": "</s>",
|
21 |
+
"lstrip": false,
|
22 |
+
"normalized": false,
|
23 |
+
"rstrip": false,
|
24 |
+
"single_word": false,
|
25 |
+
"special": true
|
26 |
+
},
|
27 |
+
"3": {
|
28 |
+
"content": "<unk>",
|
29 |
+
"lstrip": false,
|
30 |
+
"normalized": false,
|
31 |
+
"rstrip": false,
|
32 |
+
"single_word": false,
|
33 |
+
"special": true
|
34 |
+
},
|
35 |
+
"250001": {
|
36 |
+
"content": "<mask>",
|
37 |
+
"lstrip": true,
|
38 |
+
"normalized": false,
|
39 |
+
"rstrip": false,
|
40 |
+
"single_word": false,
|
41 |
+
"special": true
|
42 |
+
}
|
43 |
+
},
|
44 |
+
"bos_token": "<s>",
|
45 |
+
"clean_up_tokenization_spaces": true,
|
46 |
+
"cls_token": "<s>",
|
47 |
+
"eos_token": "</s>",
|
48 |
+
"mask_token": "<mask>",
|
49 |
+
"model_max_length": 1000000000000000019884624838656,
|
50 |
+
"pad_token": "<pad>",
|
51 |
+
"sep_token": "</s>",
|
52 |
+
"sp_model_kwargs": {},
|
53 |
+
"tokenizer_class": "XLMRobertaTokenizer",
|
54 |
+
"unk_token": "<unk>"
|
55 |
+
}
|
run-0/checkpoint-1263/trainer_state.json
ADDED
@@ -0,0 +1,67 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.8337155963302753,
|
3 |
+
"best_model_checkpoint": "microsoft/Multilingual-MiniLM-L12-H384-finetuned-sst2/run-0/checkpoint-1263",
|
4 |
+
"epoch": 3.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 1263,
|
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 |
+
"eval_accuracy": 0.8119266055045872,
|
14 |
+
"eval_loss": 0.4295983910560608,
|
15 |
+
"eval_runtime": 1.0076,
|
16 |
+
"eval_samples_per_second": 865.424,
|
17 |
+
"eval_steps_per_second": 54.585,
|
18 |
+
"step": 421
|
19 |
+
},
|
20 |
+
{
|
21 |
+
"epoch": 1.19,
|
22 |
+
"grad_norm": 8.123950004577637,
|
23 |
+
"learning_rate": 1.3357804670815412e-05,
|
24 |
+
"loss": 0.4991,
|
25 |
+
"step": 500
|
26 |
+
},
|
27 |
+
{
|
28 |
+
"epoch": 2.0,
|
29 |
+
"eval_accuracy": 0.823394495412844,
|
30 |
+
"eval_loss": 0.39807233214378357,
|
31 |
+
"eval_runtime": 1.0042,
|
32 |
+
"eval_samples_per_second": 868.388,
|
33 |
+
"eval_steps_per_second": 54.772,
|
34 |
+
"step": 842
|
35 |
+
},
|
36 |
+
{
|
37 |
+
"epoch": 2.38,
|
38 |
+
"grad_norm": 5.427116870880127,
|
39 |
+
"learning_rate": 9.196494804517776e-06,
|
40 |
+
"loss": 0.3654,
|
41 |
+
"step": 1000
|
42 |
+
},
|
43 |
+
{
|
44 |
+
"epoch": 3.0,
|
45 |
+
"eval_accuracy": 0.8337155963302753,
|
46 |
+
"eval_loss": 0.40886953473091125,
|
47 |
+
"eval_runtime": 0.9135,
|
48 |
+
"eval_samples_per_second": 954.617,
|
49 |
+
"eval_steps_per_second": 60.211,
|
50 |
+
"step": 1263
|
51 |
+
}
|
52 |
+
],
|
53 |
+
"logging_steps": 500,
|
54 |
+
"max_steps": 2105,
|
55 |
+
"num_input_tokens_seen": 0,
|
56 |
+
"num_train_epochs": 5,
|
57 |
+
"save_steps": 500,
|
58 |
+
"total_flos": 85626186396660.0,
|
59 |
+
"train_batch_size": 16,
|
60 |
+
"trial_name": null,
|
61 |
+
"trial_params": {
|
62 |
+
"learning_rate": 1.751911453711305e-05,
|
63 |
+
"num_train_epochs": 5,
|
64 |
+
"per_device_train_batch_size": 16,
|
65 |
+
"seed": 24
|
66 |
+
}
|
67 |
+
}
|
run-0/checkpoint-1263/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ce3aa54e4b5eb040628e4ef793b06ccd6e1dd48fa8ded6edc38a1248d8d9cd9f
|
3 |
+
size 4984
|
run-0/checkpoint-1684/config.json
ADDED
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "microsoft/Multilingual-MiniLM-L12-H384",
|
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": 384,
|
11 |
+
"initializer_range": 0.02,
|
12 |
+
"intermediate_size": 1536,
|
13 |
+
"layer_norm_eps": 1e-12,
|
14 |
+
"max_position_embeddings": 512,
|
15 |
+
"model_type": "bert",
|
16 |
+
"num_attention_heads": 12,
|
17 |
+
"num_hidden_layers": 12,
|
18 |
+
"pad_token_id": 0,
|
19 |
+
"position_embedding_type": "absolute",
|
20 |
+
"problem_type": "single_label_classification",
|
21 |
+
"tokenizer_class": "XLMRobertaTokenizer",
|
22 |
+
"torch_dtype": "float32",
|
23 |
+
"transformers_version": "4.38.2",
|
24 |
+
"type_vocab_size": 2,
|
25 |
+
"use_cache": true,
|
26 |
+
"vocab_size": 250037
|
27 |
+
}
|
run-0/checkpoint-1684/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0995598b12d9b4e71a35fc146a0ccb4cca76512ee74492ae8bc6a414279e4315
|
3 |
+
size 470641664
|
run-0/checkpoint-1684/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b7a6770a177be40542b9ec042db1c4a9c45fc29c4547822c8291a2e114ad7df9
|
3 |
+
size 941404410
|
run-0/checkpoint-1684/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6a97183ff237de4ad9b87e4c307aae93f175896bded4b871fa77c0ae10a367ce
|
3 |
+
size 14308
|
run-0/checkpoint-1684/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2a8840b82fde56318f170d55f6783322ff533f0a993f62f256e7c6300fef09ea
|
3 |
+
size 1064
|
run-0/checkpoint-1684/sentencepiece.bpe.model
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:cfc8146abe2a0488e9e2a0c56de7952f7c11ab059eca145a0a727afce0db2865
|
3 |
+
size 5069051
|
run-0/checkpoint-1684/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-0/checkpoint-1684/tokenizer.json
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:69564b696052886ed0ac63fa393e928384e0f8caada38c1f4864a9bfbf379c15
|
3 |
+
size 17098273
|
run-0/checkpoint-1684/tokenizer_config.json
ADDED
@@ -0,0 +1,55 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"added_tokens_decoder": {
|
3 |
+
"0": {
|
4 |
+
"content": "<s>",
|
5 |
+
"lstrip": false,
|
6 |
+
"normalized": false,
|
7 |
+
"rstrip": false,
|
8 |
+
"single_word": false,
|
9 |
+
"special": true
|
10 |
+
},
|
11 |
+
"1": {
|
12 |
+
"content": "<pad>",
|
13 |
+
"lstrip": false,
|
14 |
+
"normalized": false,
|
15 |
+
"rstrip": false,
|
16 |
+
"single_word": false,
|
17 |
+
"special": true
|
18 |
+
},
|
19 |
+
"2": {
|
20 |
+
"content": "</s>",
|
21 |
+
"lstrip": false,
|
22 |
+
"normalized": false,
|
23 |
+
"rstrip": false,
|
24 |
+
"single_word": false,
|
25 |
+
"special": true
|
26 |
+
},
|
27 |
+
"3": {
|
28 |
+
"content": "<unk>",
|
29 |
+
"lstrip": false,
|
30 |
+
"normalized": false,
|
31 |
+
"rstrip": false,
|
32 |
+
"single_word": false,
|
33 |
+
"special": true
|
34 |
+
},
|
35 |
+
"250001": {
|
36 |
+
"content": "<mask>",
|
37 |
+
"lstrip": true,
|
38 |
+
"normalized": false,
|
39 |
+
"rstrip": false,
|
40 |
+
"single_word": false,
|
41 |
+
"special": true
|
42 |
+
}
|
43 |
+
},
|
44 |
+
"bos_token": "<s>",
|
45 |
+
"clean_up_tokenization_spaces": true,
|
46 |
+
"cls_token": "<s>",
|
47 |
+
"eos_token": "</s>",
|
48 |
+
"mask_token": "<mask>",
|
49 |
+
"model_max_length": 1000000000000000019884624838656,
|
50 |
+
"pad_token": "<pad>",
|
51 |
+
"sep_token": "</s>",
|
52 |
+
"sp_model_kwargs": {},
|
53 |
+
"tokenizer_class": "XLMRobertaTokenizer",
|
54 |
+
"unk_token": "<unk>"
|
55 |
+
}
|
run-0/checkpoint-1684/trainer_state.json
ADDED
@@ -0,0 +1,83 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.8405963302752294,
|
3 |
+
"best_model_checkpoint": "microsoft/Multilingual-MiniLM-L12-H384-finetuned-sst2/run-0/checkpoint-1684",
|
4 |
+
"epoch": 4.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 1684,
|
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 |
+
"eval_accuracy": 0.8119266055045872,
|
14 |
+
"eval_loss": 0.4295983910560608,
|
15 |
+
"eval_runtime": 1.0076,
|
16 |
+
"eval_samples_per_second": 865.424,
|
17 |
+
"eval_steps_per_second": 54.585,
|
18 |
+
"step": 421
|
19 |
+
},
|
20 |
+
{
|
21 |
+
"epoch": 1.19,
|
22 |
+
"grad_norm": 8.123950004577637,
|
23 |
+
"learning_rate": 1.3357804670815412e-05,
|
24 |
+
"loss": 0.4991,
|
25 |
+
"step": 500
|
26 |
+
},
|
27 |
+
{
|
28 |
+
"epoch": 2.0,
|
29 |
+
"eval_accuracy": 0.823394495412844,
|
30 |
+
"eval_loss": 0.39807233214378357,
|
31 |
+
"eval_runtime": 1.0042,
|
32 |
+
"eval_samples_per_second": 868.388,
|
33 |
+
"eval_steps_per_second": 54.772,
|
34 |
+
"step": 842
|
35 |
+
},
|
36 |
+
{
|
37 |
+
"epoch": 2.38,
|
38 |
+
"grad_norm": 5.427116870880127,
|
39 |
+
"learning_rate": 9.196494804517776e-06,
|
40 |
+
"loss": 0.3654,
|
41 |
+
"step": 1000
|
42 |
+
},
|
43 |
+
{
|
44 |
+
"epoch": 3.0,
|
45 |
+
"eval_accuracy": 0.8337155963302753,
|
46 |
+
"eval_loss": 0.40886953473091125,
|
47 |
+
"eval_runtime": 0.9135,
|
48 |
+
"eval_samples_per_second": 954.617,
|
49 |
+
"eval_steps_per_second": 60.211,
|
50 |
+
"step": 1263
|
51 |
+
},
|
52 |
+
{
|
53 |
+
"epoch": 3.56,
|
54 |
+
"grad_norm": 1.0015597343444824,
|
55 |
+
"learning_rate": 5.03518493822014e-06,
|
56 |
+
"loss": 0.2923,
|
57 |
+
"step": 1500
|
58 |
+
},
|
59 |
+
{
|
60 |
+
"epoch": 4.0,
|
61 |
+
"eval_accuracy": 0.8405963302752294,
|
62 |
+
"eval_loss": 0.43070515990257263,
|
63 |
+
"eval_runtime": 0.931,
|
64 |
+
"eval_samples_per_second": 936.614,
|
65 |
+
"eval_steps_per_second": 59.075,
|
66 |
+
"step": 1684
|
67 |
+
}
|
68 |
+
],
|
69 |
+
"logging_steps": 500,
|
70 |
+
"max_steps": 2105,
|
71 |
+
"num_input_tokens_seen": 0,
|
72 |
+
"num_train_epochs": 5,
|
73 |
+
"save_steps": 500,
|
74 |
+
"total_flos": 128448478618824.0,
|
75 |
+
"train_batch_size": 16,
|
76 |
+
"trial_name": null,
|
77 |
+
"trial_params": {
|
78 |
+
"learning_rate": 1.751911453711305e-05,
|
79 |
+
"num_train_epochs": 5,
|
80 |
+
"per_device_train_batch_size": 16,
|
81 |
+
"seed": 24
|
82 |
+
}
|
83 |
+
}
|
run-0/checkpoint-1684/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ce3aa54e4b5eb040628e4ef793b06ccd6e1dd48fa8ded6edc38a1248d8d9cd9f
|
3 |
+
size 4984
|
run-0/checkpoint-2105/config.json
ADDED
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "microsoft/Multilingual-MiniLM-L12-H384",
|
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": 384,
|
11 |
+
"initializer_range": 0.02,
|
12 |
+
"intermediate_size": 1536,
|
13 |
+
"layer_norm_eps": 1e-12,
|
14 |
+
"max_position_embeddings": 512,
|
15 |
+
"model_type": "bert",
|
16 |
+
"num_attention_heads": 12,
|
17 |
+
"num_hidden_layers": 12,
|
18 |
+
"pad_token_id": 0,
|
19 |
+
"position_embedding_type": "absolute",
|
20 |
+
"problem_type": "single_label_classification",
|
21 |
+
"tokenizer_class": "XLMRobertaTokenizer",
|
22 |
+
"torch_dtype": "float32",
|
23 |
+
"transformers_version": "4.38.2",
|
24 |
+
"type_vocab_size": 2,
|
25 |
+
"use_cache": true,
|
26 |
+
"vocab_size": 250037
|
27 |
+
}
|
run-0/checkpoint-2105/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e618eba8adb30ccfca463c545bc511bd3bace5da4e44ed575b8ee43d53af2136
|
3 |
+
size 470641664
|
run-0/checkpoint-2105/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:36d6536d428f2bef3d905316338197e405c6f15425a772986a454d02d396dc35
|
3 |
+
size 941404410
|
run-0/checkpoint-2105/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e7ca3d173a2b65c0f89032545475725e910966bcf5e20d10b6d50bb64da7be7b
|
3 |
+
size 14308
|
run-0/checkpoint-2105/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:94f58125482936324bdc3202e3664981e3b85dd6760eeb8e339fd6a5450bc072
|
3 |
+
size 1064
|
run-0/checkpoint-2105/sentencepiece.bpe.model
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:cfc8146abe2a0488e9e2a0c56de7952f7c11ab059eca145a0a727afce0db2865
|
3 |
+
size 5069051
|
run-0/checkpoint-2105/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-0/checkpoint-2105/tokenizer.json
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:69564b696052886ed0ac63fa393e928384e0f8caada38c1f4864a9bfbf379c15
|
3 |
+
size 17098273
|
run-0/checkpoint-2105/tokenizer_config.json
ADDED
@@ -0,0 +1,55 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"added_tokens_decoder": {
|
3 |
+
"0": {
|
4 |
+
"content": "<s>",
|
5 |
+
"lstrip": false,
|
6 |
+
"normalized": false,
|
7 |
+
"rstrip": false,
|
8 |
+
"single_word": false,
|
9 |
+
"special": true
|
10 |
+
},
|
11 |
+
"1": {
|
12 |
+
"content": "<pad>",
|
13 |
+
"lstrip": false,
|
14 |
+
"normalized": false,
|
15 |
+
"rstrip": false,
|
16 |
+
"single_word": false,
|
17 |
+
"special": true
|
18 |
+
},
|
19 |
+
"2": {
|
20 |
+
"content": "</s>",
|
21 |
+
"lstrip": false,
|
22 |
+
"normalized": false,
|
23 |
+
"rstrip": false,
|
24 |
+
"single_word": false,
|
25 |
+
"special": true
|
26 |
+
},
|
27 |
+
"3": {
|
28 |
+
"content": "<unk>",
|
29 |
+
"lstrip": false,
|
30 |
+
"normalized": false,
|
31 |
+
"rstrip": false,
|
32 |
+
"single_word": false,
|
33 |
+
"special": true
|
34 |
+
},
|
35 |
+
"250001": {
|
36 |
+
"content": "<mask>",
|
37 |
+
"lstrip": true,
|
38 |
+
"normalized": false,
|
39 |
+
"rstrip": false,
|
40 |
+
"single_word": false,
|
41 |
+
"special": true
|
42 |
+
}
|
43 |
+
},
|
44 |
+
"bos_token": "<s>",
|
45 |
+
"clean_up_tokenization_spaces": true,
|
46 |
+
"cls_token": "<s>",
|
47 |
+
"eos_token": "</s>",
|
48 |
+
"mask_token": "<mask>",
|
49 |
+
"model_max_length": 1000000000000000019884624838656,
|
50 |
+
"pad_token": "<pad>",
|
51 |
+
"sep_token": "</s>",
|
52 |
+
"sp_model_kwargs": {},
|
53 |
+
"tokenizer_class": "XLMRobertaTokenizer",
|
54 |
+
"unk_token": "<unk>"
|
55 |
+
}
|
run-0/checkpoint-2105/trainer_state.json
ADDED
@@ -0,0 +1,99 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.8405963302752294,
|
3 |
+
"best_model_checkpoint": "microsoft/Multilingual-MiniLM-L12-H384-finetuned-sst2/run-0/checkpoint-1684",
|
4 |
+
"epoch": 5.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 2105,
|
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 |
+
"eval_accuracy": 0.8119266055045872,
|
14 |
+
"eval_loss": 0.4295983910560608,
|
15 |
+
"eval_runtime": 1.0076,
|
16 |
+
"eval_samples_per_second": 865.424,
|
17 |
+
"eval_steps_per_second": 54.585,
|
18 |
+
"step": 421
|
19 |
+
},
|
20 |
+
{
|
21 |
+
"epoch": 1.19,
|
22 |
+
"grad_norm": 8.123950004577637,
|
23 |
+
"learning_rate": 1.3357804670815412e-05,
|
24 |
+
"loss": 0.4991,
|
25 |
+
"step": 500
|
26 |
+
},
|
27 |
+
{
|
28 |
+
"epoch": 2.0,
|
29 |
+
"eval_accuracy": 0.823394495412844,
|
30 |
+
"eval_loss": 0.39807233214378357,
|
31 |
+
"eval_runtime": 1.0042,
|
32 |
+
"eval_samples_per_second": 868.388,
|
33 |
+
"eval_steps_per_second": 54.772,
|
34 |
+
"step": 842
|
35 |
+
},
|
36 |
+
{
|
37 |
+
"epoch": 2.38,
|
38 |
+
"grad_norm": 5.427116870880127,
|
39 |
+
"learning_rate": 9.196494804517776e-06,
|
40 |
+
"loss": 0.3654,
|
41 |
+
"step": 1000
|
42 |
+
},
|
43 |
+
{
|
44 |
+
"epoch": 3.0,
|
45 |
+
"eval_accuracy": 0.8337155963302753,
|
46 |
+
"eval_loss": 0.40886953473091125,
|
47 |
+
"eval_runtime": 0.9135,
|
48 |
+
"eval_samples_per_second": 954.617,
|
49 |
+
"eval_steps_per_second": 60.211,
|
50 |
+
"step": 1263
|
51 |
+
},
|
52 |
+
{
|
53 |
+
"epoch": 3.56,
|
54 |
+
"grad_norm": 1.0015597343444824,
|
55 |
+
"learning_rate": 5.03518493822014e-06,
|
56 |
+
"loss": 0.2923,
|
57 |
+
"step": 1500
|
58 |
+
},
|
59 |
+
{
|
60 |
+
"epoch": 4.0,
|
61 |
+
"eval_accuracy": 0.8405963302752294,
|
62 |
+
"eval_loss": 0.43070515990257263,
|
63 |
+
"eval_runtime": 0.931,
|
64 |
+
"eval_samples_per_second": 936.614,
|
65 |
+
"eval_steps_per_second": 59.075,
|
66 |
+
"step": 1684
|
67 |
+
},
|
68 |
+
{
|
69 |
+
"epoch": 4.75,
|
70 |
+
"grad_norm": 18.156158447265625,
|
71 |
+
"learning_rate": 8.738750719225037e-07,
|
72 |
+
"loss": 0.2538,
|
73 |
+
"step": 2000
|
74 |
+
},
|
75 |
+
{
|
76 |
+
"epoch": 5.0,
|
77 |
+
"eval_accuracy": 0.838302752293578,
|
78 |
+
"eval_loss": 0.4588472545146942,
|
79 |
+
"eval_runtime": 1.0148,
|
80 |
+
"eval_samples_per_second": 859.266,
|
81 |
+
"eval_steps_per_second": 54.197,
|
82 |
+
"step": 2105
|
83 |
+
}
|
84 |
+
],
|
85 |
+
"logging_steps": 500,
|
86 |
+
"max_steps": 2105,
|
87 |
+
"num_input_tokens_seen": 0,
|
88 |
+
"num_train_epochs": 5,
|
89 |
+
"save_steps": 500,
|
90 |
+
"total_flos": 170928927395856.0,
|
91 |
+
"train_batch_size": 16,
|
92 |
+
"trial_name": null,
|
93 |
+
"trial_params": {
|
94 |
+
"learning_rate": 1.751911453711305e-05,
|
95 |
+
"num_train_epochs": 5,
|
96 |
+
"per_device_train_batch_size": 16,
|
97 |
+
"seed": 24
|
98 |
+
}
|
99 |
+
}
|
run-0/checkpoint-2105/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ce3aa54e4b5eb040628e4ef793b06ccd6e1dd48fa8ded6edc38a1248d8d9cd9f
|
3 |
+
size 4984
|
run-0/checkpoint-842/config.json
ADDED
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "microsoft/Multilingual-MiniLM-L12-H384",
|
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": 384,
|
11 |
+
"initializer_range": 0.02,
|
12 |
+
"intermediate_size": 1536,
|
13 |
+
"layer_norm_eps": 1e-12,
|
14 |
+
"max_position_embeddings": 512,
|
15 |
+
"model_type": "bert",
|
16 |
+
"num_attention_heads": 12,
|
17 |
+
"num_hidden_layers": 12,
|
18 |
+
"pad_token_id": 0,
|
19 |
+
"position_embedding_type": "absolute",
|
20 |
+
"problem_type": "single_label_classification",
|
21 |
+
"tokenizer_class": "XLMRobertaTokenizer",
|
22 |
+
"torch_dtype": "float32",
|
23 |
+
"transformers_version": "4.38.2",
|
24 |
+
"type_vocab_size": 2,
|
25 |
+
"use_cache": true,
|
26 |
+
"vocab_size": 250037
|
27 |
+
}
|
run-0/checkpoint-842/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4784ca084b0a43fa198b34ad925d28939eba9788418a3ddf34f133c630a2cbcb
|
3 |
+
size 470641664
|
run-0/checkpoint-842/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e11d804e4cc145d31d9061e9c8182f4c440fb41ba9e2d9cf8c4e608b320c7233
|
3 |
+
size 941404410
|
run-0/checkpoint-842/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ec272268295ea8bc34374cc8be110ac45ec65a2e0880d4c3c9f585375c05a34d
|
3 |
+
size 14308
|
run-0/checkpoint-842/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8e8c99c2d52c113ff19a3c5d4eeb160106bd8dbbdb7f488b071fc32090c8a214
|
3 |
+
size 1064
|
run-0/checkpoint-842/sentencepiece.bpe.model
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:cfc8146abe2a0488e9e2a0c56de7952f7c11ab059eca145a0a727afce0db2865
|
3 |
+
size 5069051
|
run-0/checkpoint-842/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-0/checkpoint-842/tokenizer.json
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:69564b696052886ed0ac63fa393e928384e0f8caada38c1f4864a9bfbf379c15
|
3 |
+
size 17098273
|
run-0/checkpoint-842/tokenizer_config.json
ADDED
@@ -0,0 +1,55 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"added_tokens_decoder": {
|
3 |
+
"0": {
|
4 |
+
"content": "<s>",
|
5 |
+
"lstrip": false,
|
6 |
+
"normalized": false,
|
7 |
+
"rstrip": false,
|
8 |
+
"single_word": false,
|
9 |
+
"special": true
|
10 |
+
},
|
11 |
+
"1": {
|
12 |
+
"content": "<pad>",
|
13 |
+
"lstrip": false,
|
14 |
+
"normalized": false,
|
15 |
+
"rstrip": false,
|
16 |
+
"single_word": false,
|
17 |
+
"special": true
|
18 |
+
},
|
19 |
+
"2": {
|
20 |
+
"content": "</s>",
|
21 |
+
"lstrip": false,
|
22 |
+
"normalized": false,
|
23 |
+
"rstrip": false,
|
24 |
+
"single_word": false,
|
25 |
+
"special": true
|
26 |
+
},
|
27 |
+
"3": {
|
28 |
+
"content": "<unk>",
|
29 |
+
"lstrip": false,
|
30 |
+
"normalized": false,
|
31 |
+
"rstrip": false,
|
32 |
+
"single_word": false,
|
33 |
+
"special": true
|
34 |
+
},
|
35 |
+
"250001": {
|
36 |
+
"content": "<mask>",
|
37 |
+
"lstrip": true,
|
38 |
+
"normalized": false,
|
39 |
+
"rstrip": false,
|
40 |
+
"single_word": false,
|
41 |
+
"special": true
|
42 |
+
}
|
43 |
+
},
|
44 |
+
"bos_token": "<s>",
|
45 |
+
"clean_up_tokenization_spaces": true,
|
46 |
+
"cls_token": "<s>",
|
47 |
+
"eos_token": "</s>",
|
48 |
+
"mask_token": "<mask>",
|
49 |
+
"model_max_length": 1000000000000000019884624838656,
|
50 |
+
"pad_token": "<pad>",
|
51 |
+
"sep_token": "</s>",
|
52 |
+
"sp_model_kwargs": {},
|
53 |
+
"tokenizer_class": "XLMRobertaTokenizer",
|
54 |
+
"unk_token": "<unk>"
|
55 |
+
}
|
run-0/checkpoint-842/trainer_state.json
ADDED
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.823394495412844,
|
3 |
+
"best_model_checkpoint": "microsoft/Multilingual-MiniLM-L12-H384-finetuned-sst2/run-0/checkpoint-842",
|
4 |
+
"epoch": 2.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 842,
|
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 |
+
"eval_accuracy": 0.8119266055045872,
|
14 |
+
"eval_loss": 0.4295983910560608,
|
15 |
+
"eval_runtime": 1.0076,
|
16 |
+
"eval_samples_per_second": 865.424,
|
17 |
+
"eval_steps_per_second": 54.585,
|
18 |
+
"step": 421
|
19 |
+
},
|
20 |
+
{
|
21 |
+
"epoch": 1.19,
|
22 |
+
"grad_norm": 8.123950004577637,
|
23 |
+
"learning_rate": 1.3357804670815412e-05,
|
24 |
+
"loss": 0.4991,
|
25 |
+
"step": 500
|
26 |
+
},
|
27 |
+
{
|
28 |
+
"epoch": 2.0,
|
29 |
+
"eval_accuracy": 0.823394495412844,
|
30 |
+
"eval_loss": 0.39807233214378357,
|
31 |
+
"eval_runtime": 1.0042,
|
32 |
+
"eval_samples_per_second": 868.388,
|
33 |
+
"eval_steps_per_second": 54.772,
|
34 |
+
"step": 842
|
35 |
+
}
|
36 |
+
],
|
37 |
+
"logging_steps": 500,
|
38 |
+
"max_steps": 2105,
|
39 |
+
"num_input_tokens_seen": 0,
|
40 |
+
"num_train_epochs": 5,
|
41 |
+
"save_steps": 500,
|
42 |
+
"total_flos": 42505408366176.0,
|
43 |
+
"train_batch_size": 16,
|
44 |
+
"trial_name": null,
|
45 |
+
"trial_params": {
|
46 |
+
"learning_rate": 1.751911453711305e-05,
|
47 |
+
"num_train_epochs": 5,
|
48 |
+
"per_device_train_batch_size": 16,
|
49 |
+
"seed": 24
|
50 |
+
}
|
51 |
+
}
|
run-0/checkpoint-842/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ce3aa54e4b5eb040628e4ef793b06ccd6e1dd48fa8ded6edc38a1248d8d9cd9f
|
3 |
+
size 4984
|
run-1/checkpoint-1684/config.json
ADDED
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "microsoft/Multilingual-MiniLM-L12-H384",
|
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": 384,
|
11 |
+
"initializer_range": 0.02,
|
12 |
+
"intermediate_size": 1536,
|
13 |
+
"layer_norm_eps": 1e-12,
|
14 |
+
"max_position_embeddings": 512,
|
15 |
+
"model_type": "bert",
|
16 |
+
"num_attention_heads": 12,
|
17 |
+
"num_hidden_layers": 12,
|
18 |
+
"pad_token_id": 0,
|
19 |
+
"position_embedding_type": "absolute",
|
20 |
+
"problem_type": "single_label_classification",
|
21 |
+
"tokenizer_class": "XLMRobertaTokenizer",
|
22 |
+
"torch_dtype": "float32",
|
23 |
+
"transformers_version": "4.38.2",
|
24 |
+
"type_vocab_size": 2,
|
25 |
+
"use_cache": true,
|
26 |
+
"vocab_size": 250037
|
27 |
+
}
|
run-1/checkpoint-1684/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:16a921a72cdabca7c39ac9b4fa0be0cc871fbe54bb5eeb97a5ae1bbab6efd3df
|
3 |
+
size 470641664
|
run-1/checkpoint-1684/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:80aaa8d2c4d28a382afec04f4a59dd03df0e8c190d750e8c9adfe90a07f79acd
|
3 |
+
size 941404410
|
run-1/checkpoint-1684/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c6134807491dee851aa7553fa633268a2a24961a412137c1864392e5e48f836f
|
3 |
+
size 14244
|
run-1/checkpoint-1684/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:96f297e6c0dfd39d248d448aac313b29c2ee18621b19510394ed51bc68abf1a6
|
3 |
+
size 1064
|