Training in progress, epoch 4
Browse files- model.safetensors +1 -1
- run-0/checkpoint-1069/config.json +25 -0
- run-0/checkpoint-1069/model.safetensors +3 -0
- run-0/checkpoint-1069/optimizer.pt +3 -0
- run-0/checkpoint-1069/rng_state.pth +3 -0
- run-0/checkpoint-1069/scheduler.pt +3 -0
- run-0/checkpoint-1069/special_tokens_map.json +7 -0
- run-0/checkpoint-1069/tokenizer.json +0 -0
- run-0/checkpoint-1069/tokenizer_config.json +55 -0
- run-0/checkpoint-1069/trainer_state.json +47 -0
- run-0/checkpoint-1069/training_args.bin +3 -0
- run-0/checkpoint-1069/vocab.txt +0 -0
- run-0/checkpoint-2138/config.json +25 -0
- run-0/checkpoint-2138/model.safetensors +3 -0
- run-0/checkpoint-2138/optimizer.pt +3 -0
- run-0/checkpoint-2138/rng_state.pth +3 -0
- run-0/checkpoint-2138/scheduler.pt +3 -0
- run-0/checkpoint-2138/special_tokens_map.json +7 -0
- run-0/checkpoint-2138/tokenizer.json +0 -0
- run-0/checkpoint-2138/tokenizer_config.json +55 -0
- run-0/checkpoint-2138/trainer_state.json +68 -0
- run-0/checkpoint-2138/training_args.bin +3 -0
- run-0/checkpoint-2138/vocab.txt +0 -0
- run-0/checkpoint-3207/config.json +25 -0
- run-0/checkpoint-3207/model.safetensors +3 -0
- run-0/checkpoint-3207/optimizer.pt +3 -0
- run-0/checkpoint-3207/rng_state.pth +3 -0
- run-0/checkpoint-3207/scheduler.pt +3 -0
- run-0/checkpoint-3207/special_tokens_map.json +7 -0
- run-0/checkpoint-3207/tokenizer.json +0 -0
- run-0/checkpoint-3207/tokenizer_config.json +55 -0
- run-0/checkpoint-3207/trainer_state.json +89 -0
- run-0/checkpoint-3207/training_args.bin +3 -0
- run-0/checkpoint-3207/vocab.txt +0 -0
- run-0/checkpoint-4276/config.json +25 -0
- run-0/checkpoint-4276/model.safetensors +3 -0
- run-0/checkpoint-4276/optimizer.pt +3 -0
- run-0/checkpoint-4276/rng_state.pth +3 -0
- run-0/checkpoint-4276/scheduler.pt +3 -0
- run-0/checkpoint-4276/special_tokens_map.json +7 -0
- run-0/checkpoint-4276/tokenizer.json +0 -0
- run-0/checkpoint-4276/tokenizer_config.json +55 -0
- run-0/checkpoint-4276/trainer_state.json +110 -0
- run-0/checkpoint-4276/training_args.bin +3 -0
- run-0/checkpoint-4276/vocab.txt +0 -0
- runs/Dec23_02-16-37_5c7585257882/events.out.tfevents.1703298015.5c7585257882.414.2 +3 -0
- training_args.bin +1 -1
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:cd9c49b56a63c2ecb25ee0bfeff7491d3fb1a4e1c9a86b66868f943fc4964f25
|
| 3 |
size 267832560
|
run-0/checkpoint-1069/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-0/checkpoint-1069/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:aa6ba27acebeb3fde8e9fb26902311097ea2fcdb4f967d1df194d7e2f58c92a7
|
| 3 |
+
size 267832560
|
run-0/checkpoint-1069/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ec5f6ff8a31522f54050e879180ff9db0ed51ae6b35f35caf55845fd0ac242d7
|
| 3 |
+
size 535727290
|
run-0/checkpoint-1069/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:06f285327d32dd43fb14664eec6244cae7a6add8f852e59aab7342e28e7621a7
|
| 3 |
+
size 14308
|
run-0/checkpoint-1069/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a6e9ffe5db83bffa71a00abb8db8e2f58e97b9f15b7ef00d4662ecaebc72fef9
|
| 3 |
+
size 1064
|
run-0/checkpoint-1069/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-0/checkpoint-1069/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-0/checkpoint-1069/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-0/checkpoint-1069/trainer_state.json
ADDED
|
@@ -0,0 +1,47 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.34550478585347627,
|
| 3 |
+
"best_model_checkpoint": "andyWuTw/homework001-finetuned-cola/run-0/checkpoint-1069",
|
| 4 |
+
"epoch": 1.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 1069,
|
| 7 |
+
"is_hyper_param_search": true,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.47,
|
| 13 |
+
"learning_rate": 3.318541216106635e-05,
|
| 14 |
+
"loss": 0.5792,
|
| 15 |
+
"step": 500
|
| 16 |
+
},
|
| 17 |
+
{
|
| 18 |
+
"epoch": 0.94,
|
| 19 |
+
"learning_rate": 2.8791157372789563e-05,
|
| 20 |
+
"loss": 0.5392,
|
| 21 |
+
"step": 1000
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"epoch": 1.0,
|
| 25 |
+
"eval_loss": 0.5628832578659058,
|
| 26 |
+
"eval_matthews_correlation": 0.34550478585347627,
|
| 27 |
+
"eval_runtime": 0.735,
|
| 28 |
+
"eval_samples_per_second": 1419.139,
|
| 29 |
+
"eval_steps_per_second": 89.802,
|
| 30 |
+
"step": 1069
|
| 31 |
+
}
|
| 32 |
+
],
|
| 33 |
+
"logging_steps": 500,
|
| 34 |
+
"max_steps": 4276,
|
| 35 |
+
"num_input_tokens_seen": 0,
|
| 36 |
+
"num_train_epochs": 4,
|
| 37 |
+
"save_steps": 500,
|
| 38 |
+
"total_flos": 37815302710080.0,
|
| 39 |
+
"train_batch_size": 8,
|
| 40 |
+
"trial_name": null,
|
| 41 |
+
"trial_params": {
|
| 42 |
+
"learning_rate": 3.757966694934315e-05,
|
| 43 |
+
"num_train_epochs": 4,
|
| 44 |
+
"per_device_train_batch_size": 8,
|
| 45 |
+
"seed": 29
|
| 46 |
+
}
|
| 47 |
+
}
|
run-0/checkpoint-1069/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a0675c2ad8e381cf07385fa5446306204c293fb4f7110c9f599f2cd8d18ca6cf
|
| 3 |
+
size 4792
|
run-0/checkpoint-1069/vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-0/checkpoint-2138/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-0/checkpoint-2138/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:925d626121d5a2b1f08b6a77ac50340c8482fe2bad7ba50c9b65b1656a5304f5
|
| 3 |
+
size 267832560
|
run-0/checkpoint-2138/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:74ef37dcdbbba80d8398d056bf208e44a4289d9d4e838aeb1334fef49824fe87
|
| 3 |
+
size 535727290
|
run-0/checkpoint-2138/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3e73da4ef20518531b14e4eb8c3dd8ef29df889fc92ad5019cc805d506dd0fca
|
| 3 |
+
size 14308
|
run-0/checkpoint-2138/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bc1ae6b7de384b045b8fa3ea5762f5637a8c182e19a60a4d14bf48e9bc82d8a0
|
| 3 |
+
size 1064
|
run-0/checkpoint-2138/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-0/checkpoint-2138/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-0/checkpoint-2138/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-0/checkpoint-2138/trainer_state.json
ADDED
|
@@ -0,0 +1,68 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.4357053256431942,
|
| 3 |
+
"best_model_checkpoint": "andyWuTw/homework001-finetuned-cola/run-0/checkpoint-2138",
|
| 4 |
+
"epoch": 2.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 2138,
|
| 7 |
+
"is_hyper_param_search": true,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.47,
|
| 13 |
+
"learning_rate": 3.318541216106635e-05,
|
| 14 |
+
"loss": 0.5792,
|
| 15 |
+
"step": 500
|
| 16 |
+
},
|
| 17 |
+
{
|
| 18 |
+
"epoch": 0.94,
|
| 19 |
+
"learning_rate": 2.8791157372789563e-05,
|
| 20 |
+
"loss": 0.5392,
|
| 21 |
+
"step": 1000
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"epoch": 1.0,
|
| 25 |
+
"eval_loss": 0.5628832578659058,
|
| 26 |
+
"eval_matthews_correlation": 0.34550478585347627,
|
| 27 |
+
"eval_runtime": 0.735,
|
| 28 |
+
"eval_samples_per_second": 1419.139,
|
| 29 |
+
"eval_steps_per_second": 89.802,
|
| 30 |
+
"step": 1069
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"epoch": 1.4,
|
| 34 |
+
"learning_rate": 2.4396902584512767e-05,
|
| 35 |
+
"loss": 0.3888,
|
| 36 |
+
"step": 1500
|
| 37 |
+
},
|
| 38 |
+
{
|
| 39 |
+
"epoch": 1.87,
|
| 40 |
+
"learning_rate": 2.000264779623597e-05,
|
| 41 |
+
"loss": 0.3726,
|
| 42 |
+
"step": 2000
|
| 43 |
+
},
|
| 44 |
+
{
|
| 45 |
+
"epoch": 2.0,
|
| 46 |
+
"eval_loss": 0.6155115962028503,
|
| 47 |
+
"eval_matthews_correlation": 0.4357053256431942,
|
| 48 |
+
"eval_runtime": 0.7315,
|
| 49 |
+
"eval_samples_per_second": 1425.748,
|
| 50 |
+
"eval_steps_per_second": 90.22,
|
| 51 |
+
"step": 2138
|
| 52 |
+
}
|
| 53 |
+
],
|
| 54 |
+
"logging_steps": 500,
|
| 55 |
+
"max_steps": 4276,
|
| 56 |
+
"num_input_tokens_seen": 0,
|
| 57 |
+
"num_train_epochs": 4,
|
| 58 |
+
"save_steps": 500,
|
| 59 |
+
"total_flos": 75070206229752.0,
|
| 60 |
+
"train_batch_size": 8,
|
| 61 |
+
"trial_name": null,
|
| 62 |
+
"trial_params": {
|
| 63 |
+
"learning_rate": 3.757966694934315e-05,
|
| 64 |
+
"num_train_epochs": 4,
|
| 65 |
+
"per_device_train_batch_size": 8,
|
| 66 |
+
"seed": 29
|
| 67 |
+
}
|
| 68 |
+
}
|
run-0/checkpoint-2138/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a0675c2ad8e381cf07385fa5446306204c293fb4f7110c9f599f2cd8d18ca6cf
|
| 3 |
+
size 4792
|
run-0/checkpoint-2138/vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-0/checkpoint-3207/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-0/checkpoint-3207/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:eb80cabb8f0c38e241ef247af5337ba377918cfda8cd324bc46b364c2153cf1e
|
| 3 |
+
size 267832560
|
run-0/checkpoint-3207/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:18d1c1858e6fea27e836fc3f3ae2070830905f756c1c585962d876873fd9979c
|
| 3 |
+
size 535727290
|
run-0/checkpoint-3207/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e15d1ea4aaf399d17c360f87a64d3a27e38f7111b40b8b9d5b564408707362e4
|
| 3 |
+
size 14308
|
run-0/checkpoint-3207/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:17a3223472f9275e1a1dbd0d21675d84489d0b4a05d7c0b3d0a4e7e711cae18c
|
| 3 |
+
size 1064
|
run-0/checkpoint-3207/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-0/checkpoint-3207/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-0/checkpoint-3207/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-0/checkpoint-3207/trainer_state.json
ADDED
|
@@ -0,0 +1,89 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.4517757807192715,
|
| 3 |
+
"best_model_checkpoint": "andyWuTw/homework001-finetuned-cola/run-0/checkpoint-3207",
|
| 4 |
+
"epoch": 3.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 3207,
|
| 7 |
+
"is_hyper_param_search": true,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.47,
|
| 13 |
+
"learning_rate": 3.318541216106635e-05,
|
| 14 |
+
"loss": 0.5792,
|
| 15 |
+
"step": 500
|
| 16 |
+
},
|
| 17 |
+
{
|
| 18 |
+
"epoch": 0.94,
|
| 19 |
+
"learning_rate": 2.8791157372789563e-05,
|
| 20 |
+
"loss": 0.5392,
|
| 21 |
+
"step": 1000
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"epoch": 1.0,
|
| 25 |
+
"eval_loss": 0.5628832578659058,
|
| 26 |
+
"eval_matthews_correlation": 0.34550478585347627,
|
| 27 |
+
"eval_runtime": 0.735,
|
| 28 |
+
"eval_samples_per_second": 1419.139,
|
| 29 |
+
"eval_steps_per_second": 89.802,
|
| 30 |
+
"step": 1069
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"epoch": 1.4,
|
| 34 |
+
"learning_rate": 2.4396902584512767e-05,
|
| 35 |
+
"loss": 0.3888,
|
| 36 |
+
"step": 1500
|
| 37 |
+
},
|
| 38 |
+
{
|
| 39 |
+
"epoch": 1.87,
|
| 40 |
+
"learning_rate": 2.000264779623597e-05,
|
| 41 |
+
"loss": 0.3726,
|
| 42 |
+
"step": 2000
|
| 43 |
+
},
|
| 44 |
+
{
|
| 45 |
+
"epoch": 2.0,
|
| 46 |
+
"eval_loss": 0.6155115962028503,
|
| 47 |
+
"eval_matthews_correlation": 0.4357053256431942,
|
| 48 |
+
"eval_runtime": 0.7315,
|
| 49 |
+
"eval_samples_per_second": 1425.748,
|
| 50 |
+
"eval_steps_per_second": 90.22,
|
| 51 |
+
"step": 2138
|
| 52 |
+
},
|
| 53 |
+
{
|
| 54 |
+
"epoch": 2.34,
|
| 55 |
+
"learning_rate": 1.5608393007959178e-05,
|
| 56 |
+
"loss": 0.2739,
|
| 57 |
+
"step": 2500
|
| 58 |
+
},
|
| 59 |
+
{
|
| 60 |
+
"epoch": 2.81,
|
| 61 |
+
"learning_rate": 1.121413821968238e-05,
|
| 62 |
+
"loss": 0.237,
|
| 63 |
+
"step": 3000
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"epoch": 3.0,
|
| 67 |
+
"eval_loss": 0.8650707006454468,
|
| 68 |
+
"eval_matthews_correlation": 0.4517757807192715,
|
| 69 |
+
"eval_runtime": 0.8103,
|
| 70 |
+
"eval_samples_per_second": 1287.239,
|
| 71 |
+
"eval_steps_per_second": 81.455,
|
| 72 |
+
"step": 3207
|
| 73 |
+
}
|
| 74 |
+
],
|
| 75 |
+
"logging_steps": 500,
|
| 76 |
+
"max_steps": 4276,
|
| 77 |
+
"num_input_tokens_seen": 0,
|
| 78 |
+
"num_train_epochs": 4,
|
| 79 |
+
"save_steps": 500,
|
| 80 |
+
"total_flos": 113117844338256.0,
|
| 81 |
+
"train_batch_size": 8,
|
| 82 |
+
"trial_name": null,
|
| 83 |
+
"trial_params": {
|
| 84 |
+
"learning_rate": 3.757966694934315e-05,
|
| 85 |
+
"num_train_epochs": 4,
|
| 86 |
+
"per_device_train_batch_size": 8,
|
| 87 |
+
"seed": 29
|
| 88 |
+
}
|
| 89 |
+
}
|
run-0/checkpoint-3207/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a0675c2ad8e381cf07385fa5446306204c293fb4f7110c9f599f2cd8d18ca6cf
|
| 3 |
+
size 4792
|
run-0/checkpoint-3207/vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-0/checkpoint-4276/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-0/checkpoint-4276/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cd9c49b56a63c2ecb25ee0bfeff7491d3fb1a4e1c9a86b66868f943fc4964f25
|
| 3 |
+
size 267832560
|
run-0/checkpoint-4276/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3520af8882a91aea3217256f37f5996acdf16da7d312dbbe6a74563517dbd10a
|
| 3 |
+
size 535727290
|
run-0/checkpoint-4276/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a2718ab4d917c18466c63396382a14604ec96d984e9c6a0761ff5602b37b975f
|
| 3 |
+
size 14308
|
run-0/checkpoint-4276/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c6a5701427526b94822192467dbb7c0e09a28b639440840ecbd9d497b89e7ee2
|
| 3 |
+
size 1064
|
run-0/checkpoint-4276/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-0/checkpoint-4276/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-0/checkpoint-4276/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-0/checkpoint-4276/trainer_state.json
ADDED
|
@@ -0,0 +1,110 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.4706974024636893,
|
| 3 |
+
"best_model_checkpoint": "andyWuTw/homework001-finetuned-cola/run-0/checkpoint-4276",
|
| 4 |
+
"epoch": 4.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 4276,
|
| 7 |
+
"is_hyper_param_search": true,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.47,
|
| 13 |
+
"learning_rate": 3.318541216106635e-05,
|
| 14 |
+
"loss": 0.5792,
|
| 15 |
+
"step": 500
|
| 16 |
+
},
|
| 17 |
+
{
|
| 18 |
+
"epoch": 0.94,
|
| 19 |
+
"learning_rate": 2.8791157372789563e-05,
|
| 20 |
+
"loss": 0.5392,
|
| 21 |
+
"step": 1000
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"epoch": 1.0,
|
| 25 |
+
"eval_loss": 0.5628832578659058,
|
| 26 |
+
"eval_matthews_correlation": 0.34550478585347627,
|
| 27 |
+
"eval_runtime": 0.735,
|
| 28 |
+
"eval_samples_per_second": 1419.139,
|
| 29 |
+
"eval_steps_per_second": 89.802,
|
| 30 |
+
"step": 1069
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"epoch": 1.4,
|
| 34 |
+
"learning_rate": 2.4396902584512767e-05,
|
| 35 |
+
"loss": 0.3888,
|
| 36 |
+
"step": 1500
|
| 37 |
+
},
|
| 38 |
+
{
|
| 39 |
+
"epoch": 1.87,
|
| 40 |
+
"learning_rate": 2.000264779623597e-05,
|
| 41 |
+
"loss": 0.3726,
|
| 42 |
+
"step": 2000
|
| 43 |
+
},
|
| 44 |
+
{
|
| 45 |
+
"epoch": 2.0,
|
| 46 |
+
"eval_loss": 0.6155115962028503,
|
| 47 |
+
"eval_matthews_correlation": 0.4357053256431942,
|
| 48 |
+
"eval_runtime": 0.7315,
|
| 49 |
+
"eval_samples_per_second": 1425.748,
|
| 50 |
+
"eval_steps_per_second": 90.22,
|
| 51 |
+
"step": 2138
|
| 52 |
+
},
|
| 53 |
+
{
|
| 54 |
+
"epoch": 2.34,
|
| 55 |
+
"learning_rate": 1.5608393007959178e-05,
|
| 56 |
+
"loss": 0.2739,
|
| 57 |
+
"step": 2500
|
| 58 |
+
},
|
| 59 |
+
{
|
| 60 |
+
"epoch": 2.81,
|
| 61 |
+
"learning_rate": 1.121413821968238e-05,
|
| 62 |
+
"loss": 0.237,
|
| 63 |
+
"step": 3000
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"epoch": 3.0,
|
| 67 |
+
"eval_loss": 0.8650707006454468,
|
| 68 |
+
"eval_matthews_correlation": 0.4517757807192715,
|
| 69 |
+
"eval_runtime": 0.8103,
|
| 70 |
+
"eval_samples_per_second": 1287.239,
|
| 71 |
+
"eval_steps_per_second": 81.455,
|
| 72 |
+
"step": 3207
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"epoch": 3.27,
|
| 76 |
+
"learning_rate": 6.819883431405586e-06,
|
| 77 |
+
"loss": 0.1883,
|
| 78 |
+
"step": 3500
|
| 79 |
+
},
|
| 80 |
+
{
|
| 81 |
+
"epoch": 3.74,
|
| 82 |
+
"learning_rate": 2.425628643128791e-06,
|
| 83 |
+
"loss": 0.1545,
|
| 84 |
+
"step": 4000
|
| 85 |
+
},
|
| 86 |
+
{
|
| 87 |
+
"epoch": 4.0,
|
| 88 |
+
"eval_loss": 1.0655596256256104,
|
| 89 |
+
"eval_matthews_correlation": 0.4706974024636893,
|
| 90 |
+
"eval_runtime": 0.7259,
|
| 91 |
+
"eval_samples_per_second": 1436.8,
|
| 92 |
+
"eval_steps_per_second": 90.919,
|
| 93 |
+
"step": 4276
|
| 94 |
+
}
|
| 95 |
+
],
|
| 96 |
+
"logging_steps": 500,
|
| 97 |
+
"max_steps": 4276,
|
| 98 |
+
"num_input_tokens_seen": 0,
|
| 99 |
+
"num_train_epochs": 4,
|
| 100 |
+
"save_steps": 500,
|
| 101 |
+
"total_flos": 150809993763648.0,
|
| 102 |
+
"train_batch_size": 8,
|
| 103 |
+
"trial_name": null,
|
| 104 |
+
"trial_params": {
|
| 105 |
+
"learning_rate": 3.757966694934315e-05,
|
| 106 |
+
"num_train_epochs": 4,
|
| 107 |
+
"per_device_train_batch_size": 8,
|
| 108 |
+
"seed": 29
|
| 109 |
+
}
|
| 110 |
+
}
|
run-0/checkpoint-4276/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a0675c2ad8e381cf07385fa5446306204c293fb4f7110c9f599f2cd8d18ca6cf
|
| 3 |
+
size 4792
|
run-0/checkpoint-4276/vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/Dec23_02-16-37_5c7585257882/events.out.tfevents.1703298015.5c7585257882.414.2
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b51b5cb058e8cd82fe1b3fc3251dcf4367c1789dec9ffef753c4fa165814400c
|
| 3 |
+
size 7289
|
training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 4792
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a0675c2ad8e381cf07385fa5446306204c293fb4f7110c9f599f2cd8d18ca6cf
|
| 3 |
size 4792
|