Training in progress, epoch 4
Browse files- model.safetensors +1 -1
- run-9/checkpoint-8552/config.json +25 -0
- run-9/checkpoint-8552/model.safetensors +3 -0
- run-9/checkpoint-8552/optimizer.pt +3 -0
- run-9/checkpoint-8552/rng_state.pth +3 -0
- run-9/checkpoint-8552/scheduler.pt +3 -0
- run-9/checkpoint-8552/special_tokens_map.json +7 -0
- run-9/checkpoint-8552/tokenizer.json +0 -0
- run-9/checkpoint-8552/tokenizer_config.json +55 -0
- run-9/checkpoint-8552/trainer_state.json +164 -0
- run-9/checkpoint-8552/training_args.bin +3 -0
- run-9/checkpoint-8552/vocab.txt +0 -0
- runs/Dec23_02-11-14_9e1ba8448b92/events.out.tfevents.1703298721.9e1ba8448b92.4051.11 +2 -2
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 267832560
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:792c1e28ef0895b481cbc5a84ce9da554b3b84f7fa42de1ba24c6a764bcefca1
|
| 3 |
size 267832560
|
run-9/checkpoint-8552/config.json
ADDED
|
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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 |
+
"initializer_range": 0.02,
|
| 12 |
+
"max_position_embeddings": 512,
|
| 13 |
+
"model_type": "distilbert",
|
| 14 |
+
"n_heads": 12,
|
| 15 |
+
"n_layers": 6,
|
| 16 |
+
"pad_token_id": 0,
|
| 17 |
+
"problem_type": "single_label_classification",
|
| 18 |
+
"qa_dropout": 0.1,
|
| 19 |
+
"seq_classif_dropout": 0.2,
|
| 20 |
+
"sinusoidal_pos_embds": false,
|
| 21 |
+
"tie_weights_": true,
|
| 22 |
+
"torch_dtype": "float32",
|
| 23 |
+
"transformers_version": "4.36.2",
|
| 24 |
+
"vocab_size": 30522
|
| 25 |
+
}
|
run-9/checkpoint-8552/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:792c1e28ef0895b481cbc5a84ce9da554b3b84f7fa42de1ba24c6a764bcefca1
|
| 3 |
+
size 267832560
|
run-9/checkpoint-8552/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:55c5c5d7f8f96a3777df7481a020a5dda77c73b9113d5c8f602f7e55399a5595
|
| 3 |
+
size 535727290
|
run-9/checkpoint-8552/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4e045e82e93d9055d857764b5860c82d59187eb9b8d62c054e239387a096e84d
|
| 3 |
+
size 14308
|
run-9/checkpoint-8552/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c01f24a355884731885349d22707381654702930b4202fb497b4b3db211e4e5e
|
| 3 |
+
size 1064
|
run-9/checkpoint-8552/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 |
+
}
|
run-9/checkpoint-8552/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-9/checkpoint-8552/tokenizer_config.json
ADDED
|
@@ -0,0 +1,55 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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_lower_case": true,
|
| 47 |
+
"mask_token": "[MASK]",
|
| 48 |
+
"model_max_length": 512,
|
| 49 |
+
"pad_token": "[PAD]",
|
| 50 |
+
"sep_token": "[SEP]",
|
| 51 |
+
"strip_accents": null,
|
| 52 |
+
"tokenize_chinese_chars": true,
|
| 53 |
+
"tokenizer_class": "DistilBertTokenizer",
|
| 54 |
+
"unk_token": "[UNK]"
|
| 55 |
+
}
|
run-9/checkpoint-8552/trainer_state.json
ADDED
|
@@ -0,0 +1,164 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.5085739436587455,
|
| 3 |
+
"best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-9/checkpoint-6414",
|
| 4 |
+
"epoch": 4.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 8552,
|
| 7 |
+
"is_hyper_param_search": true,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.23,
|
| 13 |
+
"learning_rate": 2.4756314159255174e-05,
|
| 14 |
+
"loss": 0.6193,
|
| 15 |
+
"step": 500
|
| 16 |
+
},
|
| 17 |
+
{
|
| 18 |
+
"epoch": 0.47,
|
| 19 |
+
"learning_rate": 2.3219036826961632e-05,
|
| 20 |
+
"loss": 0.5585,
|
| 21 |
+
"step": 1000
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"epoch": 0.7,
|
| 25 |
+
"learning_rate": 2.1681759494668092e-05,
|
| 26 |
+
"loss": 0.5666,
|
| 27 |
+
"step": 1500
|
| 28 |
+
},
|
| 29 |
+
{
|
| 30 |
+
"epoch": 0.94,
|
| 31 |
+
"learning_rate": 2.0144482162374553e-05,
|
| 32 |
+
"loss": 0.5675,
|
| 33 |
+
"step": 2000
|
| 34 |
+
},
|
| 35 |
+
{
|
| 36 |
+
"epoch": 1.0,
|
| 37 |
+
"eval_loss": 0.6569426655769348,
|
| 38 |
+
"eval_matthews_correlation": 0.4227320658781353,
|
| 39 |
+
"eval_runtime": 0.7268,
|
| 40 |
+
"eval_samples_per_second": 1435.065,
|
| 41 |
+
"eval_steps_per_second": 90.81,
|
| 42 |
+
"step": 2138
|
| 43 |
+
},
|
| 44 |
+
{
|
| 45 |
+
"epoch": 1.17,
|
| 46 |
+
"learning_rate": 1.8607204830081014e-05,
|
| 47 |
+
"loss": 0.4882,
|
| 48 |
+
"step": 2500
|
| 49 |
+
},
|
| 50 |
+
{
|
| 51 |
+
"epoch": 1.4,
|
| 52 |
+
"learning_rate": 1.706992749778747e-05,
|
| 53 |
+
"loss": 0.4369,
|
| 54 |
+
"step": 3000
|
| 55 |
+
},
|
| 56 |
+
{
|
| 57 |
+
"epoch": 1.64,
|
| 58 |
+
"learning_rate": 1.5532650165493932e-05,
|
| 59 |
+
"loss": 0.4617,
|
| 60 |
+
"step": 3500
|
| 61 |
+
},
|
| 62 |
+
{
|
| 63 |
+
"epoch": 1.87,
|
| 64 |
+
"learning_rate": 1.399537283320039e-05,
|
| 65 |
+
"loss": 0.4431,
|
| 66 |
+
"step": 4000
|
| 67 |
+
},
|
| 68 |
+
{
|
| 69 |
+
"epoch": 2.0,
|
| 70 |
+
"eval_loss": 0.8103704452514648,
|
| 71 |
+
"eval_matthews_correlation": 0.47958645804826155,
|
| 72 |
+
"eval_runtime": 0.7309,
|
| 73 |
+
"eval_samples_per_second": 1427.024,
|
| 74 |
+
"eval_steps_per_second": 90.301,
|
| 75 |
+
"step": 4276
|
| 76 |
+
},
|
| 77 |
+
{
|
| 78 |
+
"epoch": 2.1,
|
| 79 |
+
"learning_rate": 1.245809550090685e-05,
|
| 80 |
+
"loss": 0.3617,
|
| 81 |
+
"step": 4500
|
| 82 |
+
},
|
| 83 |
+
{
|
| 84 |
+
"epoch": 2.34,
|
| 85 |
+
"learning_rate": 1.092081816861331e-05,
|
| 86 |
+
"loss": 0.273,
|
| 87 |
+
"step": 5000
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"epoch": 2.57,
|
| 91 |
+
"learning_rate": 9.38354083631977e-06,
|
| 92 |
+
"loss": 0.3113,
|
| 93 |
+
"step": 5500
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"epoch": 2.81,
|
| 97 |
+
"learning_rate": 7.846263504026229e-06,
|
| 98 |
+
"loss": 0.2781,
|
| 99 |
+
"step": 6000
|
| 100 |
+
},
|
| 101 |
+
{
|
| 102 |
+
"epoch": 3.0,
|
| 103 |
+
"eval_loss": 1.0193597078323364,
|
| 104 |
+
"eval_matthews_correlation": 0.5085739436587455,
|
| 105 |
+
"eval_runtime": 0.7288,
|
| 106 |
+
"eval_samples_per_second": 1431.152,
|
| 107 |
+
"eval_steps_per_second": 90.562,
|
| 108 |
+
"step": 6414
|
| 109 |
+
},
|
| 110 |
+
{
|
| 111 |
+
"epoch": 3.04,
|
| 112 |
+
"learning_rate": 6.308986171732689e-06,
|
| 113 |
+
"loss": 0.2536,
|
| 114 |
+
"step": 6500
|
| 115 |
+
},
|
| 116 |
+
{
|
| 117 |
+
"epoch": 3.27,
|
| 118 |
+
"learning_rate": 4.771708839439149e-06,
|
| 119 |
+
"loss": 0.1707,
|
| 120 |
+
"step": 7000
|
| 121 |
+
},
|
| 122 |
+
{
|
| 123 |
+
"epoch": 3.51,
|
| 124 |
+
"learning_rate": 3.2344315071456087e-06,
|
| 125 |
+
"loss": 0.1652,
|
| 126 |
+
"step": 7500
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"epoch": 3.74,
|
| 130 |
+
"learning_rate": 1.6971541748520686e-06,
|
| 131 |
+
"loss": 0.1255,
|
| 132 |
+
"step": 8000
|
| 133 |
+
},
|
| 134 |
+
{
|
| 135 |
+
"epoch": 3.98,
|
| 136 |
+
"learning_rate": 1.5987684255852818e-07,
|
| 137 |
+
"loss": 0.1883,
|
| 138 |
+
"step": 8500
|
| 139 |
+
},
|
| 140 |
+
{
|
| 141 |
+
"epoch": 4.0,
|
| 142 |
+
"eval_loss": 1.2180700302124023,
|
| 143 |
+
"eval_matthews_correlation": 0.507418402843566,
|
| 144 |
+
"eval_runtime": 0.7358,
|
| 145 |
+
"eval_samples_per_second": 1417.466,
|
| 146 |
+
"eval_steps_per_second": 89.696,
|
| 147 |
+
"step": 8552
|
| 148 |
+
}
|
| 149 |
+
],
|
| 150 |
+
"logging_steps": 500,
|
| 151 |
+
"max_steps": 8552,
|
| 152 |
+
"num_input_tokens_seen": 0,
|
| 153 |
+
"num_train_epochs": 4,
|
| 154 |
+
"save_steps": 500,
|
| 155 |
+
"total_flos": 138798926351136.0,
|
| 156 |
+
"train_batch_size": 4,
|
| 157 |
+
"trial_name": null,
|
| 158 |
+
"trial_params": {
|
| 159 |
+
"learning_rate": 2.6293591491548714e-05,
|
| 160 |
+
"num_train_epochs": 4,
|
| 161 |
+
"per_device_train_batch_size": 4,
|
| 162 |
+
"seed": 37
|
| 163 |
+
}
|
| 164 |
+
}
|
run-9/checkpoint-8552/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3d7f90b376166285bdadbbcc6bcdd97137714d15514517ba081d36c394405082
|
| 3 |
+
size 4792
|
run-9/checkpoint-8552/vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/Dec23_02-11-14_9e1ba8448b92/events.out.tfevents.1703298721.9e1ba8448b92.4051.11
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:e18c3de8895aeb0843955ce7370b228aa2b97b5726067f1039996d1ab957f005
|
| 3 |
+
size 8707
|