Hugging Face's logo

aoiferyan
/
distil_base_uncased_results_25Sep2024

TensorBoard
Safetensors
distilbert
Model card Files Metrics Community
aoiferyan commited on
Commit
efcb580
•
1 Parent(s): e67a0b1

Training in progress, epoch 1

Browse files
Files changed (11) hide show
  1. config.json +25 -0
  2. model.safetensors +3 -0
  3. run-0/checkpoint-94/config.json +25 -0
  4. run-0/checkpoint-94/model.safetensors +3 -0
  5. run-0/checkpoint-94/optimizer.pt +3 -0
  6. run-0/checkpoint-94/rng_state.pth +3 -0
  7. run-0/checkpoint-94/scheduler.pt +3 -0
  8. run-0/checkpoint-94/trainer_state.json +49 -0
  9. run-0/checkpoint-94/training_args.bin +3 -0
  10. runs/Sep25_10-49-38_40a6cf7e9f4d/events.out.tfevents.1727261380.40a6cf7e9f4d.32062.0 +3 -0
  11. training_args.bin +3 -0
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": "4.44.2",
24
+ "vocab_size": 30522
25
+ }
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:73e847162584a63fc2b5ba5e89709a11e8088b406ea094129b0c68313a2d0e39
3
+ size 267832560
run-0/checkpoint-94/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": "4.44.2",
24
+ "vocab_size": 30522
25
+ }
run-0/checkpoint-94/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:73e847162584a63fc2b5ba5e89709a11e8088b406ea094129b0c68313a2d0e39
3
+ size 267832560
run-0/checkpoint-94/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:dedc9c913ac72ae75dde16317029fbcdba37f17ccb5288fe8d30b960316e946b
3
+ size 535727290
run-0/checkpoint-94/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:860d4da9b4711ea90de7843aa6dbd8802334208c5a3fa704b27d144f453970b1
3
+ size 14244
run-0/checkpoint-94/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:78d906d3f670d90721f6ec9d218b83d88f860c9da1c15bf209ca03b5489217dd
3
+ size 1064
run-0/checkpoint-94/trainer_state.json ADDED
@@ -0,0 +1,49 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": null,
3
+ "best_model_checkpoint": null,
4
+ "epoch": 1.0,
5
+ "eval_steps": 500,
6
+ "global_step": 94,
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": 0.8344827586206897,
14
+ "eval_f1": 0.8345990695128626,
15
+ "eval_loss": 0.36505451798439026,
16
+ "eval_precision": 0.8347741140987747,
17
+ "eval_recall": 0.8344827586206897,
18
+ "eval_runtime": 6.2346,
19
+ "eval_samples_per_second": 162.801,
20
+ "eval_steps_per_second": 20.37,
21
+ "step": 94
22
+ }
23
+ ],
24
+ "logging_steps": 500,
25
+ "max_steps": 188,
26
+ "num_input_tokens_seen": 0,
27
+ "num_train_epochs": 2,
28
+ "save_steps": 500,
29
+ "stateful_callbacks": {
30
+ "TrainerControl": {
31
+ "args": {
32
+ "should_epoch_stop": false,
33
+ "should_evaluate": false,
34
+ "should_log": false,
35
+ "should_save": true,
36
+ "should_training_stop": false
37
+ },
38
+ "attributes": {}
39
+ }
40
+ },
41
+ "total_flos": 0,
42
+ "train_batch_size": 32,
43
+ "trial_name": null,
44
+ "trial_params": {
45
+ "learning_rate": 3.9540891862156024e-05,
46
+ "num_train_epochs": 2,
47
+ "per_device_train_batch_size": 32
48
+ }
49
+ }
run-0/checkpoint-94/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1f6208cda24d8fa7973d51f688e4629da400fdd1e533b33bcb3230b504718b42
3
+ size 5240
runs/Sep25_10-49-38_40a6cf7e9f4d/events.out.tfevents.1727261380.40a6cf7e9f4d.32062.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:769295d2508a1274574caa73ac0478fe5d092df64ccfc8c5936bc5a08bb5db2a
3
+ size 5331
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1f6208cda24d8fa7973d51f688e4629da400fdd1e533b33bcb3230b504718b42
3
+ size 5240