Hugging Face's logo

DunnBC22
/
distilbert-base-uncased-US_Airline_Twitter_Sentiment_Analysis

Text Classification
Transformers
PyTorch
English
distilbert
Generated from Trainer
Inference Endpoints
Model card Files Community
1
DunnBC22 commited on
Commit
1c9bf85
•
1 Parent(s): c9f9f9f

Training in progress, epoch 7

Browse files
Files changed (6) hide show
  1. last-checkpoint/optimizer.pt +1 -1
  2. last-checkpoint/pytorch_model.bin +1 -1
  3. last-checkpoint/rng_state.pth +1 -1
  4. last-checkpoint/scheduler.pt +1 -1
  5. last-checkpoint/trainer_state.json +21 -5
  6. pytorch_model.bin +1 -1
last-checkpoint/optimizer.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:43e37d1d88be4166e5bcef452dd04beceb3f46b2b988962e7f9d1fd8b7a4c15c
3
  size 535703265
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:208fde650b83e3a957a1925520fd46fd6d5397ad680b3c0fbf798caa1d5b29eb
3
  size 535703265
last-checkpoint/pytorch_model.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:e12a1689d189df9e2c73e4ec70313011878f49e062189ed20920e8796f37843f
3
  size 267855985
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2b161d96350ce1c80013b8c81224cf45f2b37367b2c6870e91a915e8b88ed050
3
  size 267855985
last-checkpoint/rng_state.pth CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:b343fa5138e85a73cccc702c16d19174a4da988e5a4eb4354f1e00a4bdb03bd1
3
  size 13547
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6358d1a4639b80907fde346290605f842ce490b155941d9d4db204a8f086fb25
3
  size 13547
last-checkpoint/scheduler.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:5d652782be4adc13446d93994179441469196cf8a175c01f1dd7639471902c55
3
  size 623
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:59bad1eaebc4c9c1f4b8bec8fce9e82397f3c4193a99c92b1dcdbacdaaa44daf
3
  size 623
last-checkpoint/trainer_state.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
- "best_metric": 0.8399500536371522,
3
- "best_model_checkpoint": "distilbert-base-uncased-US_Airline_Twitter_Sentiment_Analysis/checkpoint-552",
4
- "epoch": 6.0,
5
- "global_step": 552,
6
  "is_hyper_param_search": false,
7
  "is_local_process_zero": true,
8
  "is_world_process_zero": true,
@@ -108,11 +108,27 @@
108
  "eval_samples_per_second": 16.649,
109
  "eval_steps_per_second": 0.137,
110
  "step": 552
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
111
  }
112
  ],
113
  "max_steps": 736,
114
  "num_train_epochs": 8,
115
- "total_flos": 543043744057764.0,
116
  "trial_name": null,
117
  "trial_params": null
118
  }
 
1
  {
2
+ "best_metric": 0.8426094217147808,
3
+ "best_model_checkpoint": "distilbert-base-uncased-US_Airline_Twitter_Sentiment_Analysis/checkpoint-644",
4
+ "epoch": 7.0,
5
+ "global_step": 644,
6
  "is_hyper_param_search": false,
7
  "is_local_process_zero": true,
8
  "is_world_process_zero": true,
 
108
  "eval_samples_per_second": 16.649,
109
  "eval_steps_per_second": 0.137,
110
  "step": 552
111
+ },
112
+ {
113
+ "epoch": 7.0,
114
+ "learning_rate": 2.5e-06,
115
+ "loss": 0.2181,
116
+ "step": 644
117
+ },
118
+ {
119
+ "epoch": 7.0,
120
+ "eval_accuracy": 0.8417808219178082,
121
+ "eval_f1_score": 0.8426094217147808,
122
+ "eval_loss": 0.5462658405303955,
123
+ "eval_runtime": 88.4422,
124
+ "eval_samples_per_second": 16.508,
125
+ "eval_steps_per_second": 0.136,
126
+ "step": 644
127
  }
128
  ],
129
  "max_steps": 736,
130
  "num_train_epochs": 8,
131
+ "total_flos": 633436244856504.0,
132
  "trial_name": null,
133
  "trial_params": null
134
  }
pytorch_model.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:e12a1689d189df9e2c73e4ec70313011878f49e062189ed20920e8796f37843f
3
  size 267855985
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2b161d96350ce1c80013b8c81224cf45f2b37367b2c6870e91a915e8b88ed050
3
  size 267855985