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
3177e1f
•
1 Parent(s): 1c9bf85

Training in progress, epoch 8

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 sha256:208fde650b83e3a957a1925520fd46fd6d5397ad680b3c0fbf798caa1d5b29eb
3
  size 535703265
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1b8c25dab01047e0f656c5402154e388d5f840cf2ecd9e0e1147aa2a6bf85dd7
3
  size 535703265
last-checkpoint/pytorch_model.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:2b161d96350ce1c80013b8c81224cf45f2b37367b2c6870e91a915e8b88ed050
3
  size 267855985
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:75a4e0788de85ab9c6366b81d75569f51c54f36e39f43088b55007a375195c6c
3
  size 267855985
last-checkpoint/rng_state.pth CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:6358d1a4639b80907fde346290605f842ce490b155941d9d4db204a8f086fb25
3
  size 13547
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cafccf25e63a76c8c5ee92e266c347de1c422a364564a89b571f5145b67a5572
3
  size 13547
last-checkpoint/scheduler.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:59bad1eaebc4c9c1f4b8bec8fce9e82397f3c4193a99c92b1dcdbacdaaa44daf
3
  size 623
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4f8e8ce033e719e990dee3f3fae1be86c329b195a73c70045053aa7fadb74e4e
3
  size 623
last-checkpoint/trainer_state.json CHANGED
@@ -1,8 +1,8 @@
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,
@@ -124,11 +124,27 @@
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
  }
 
1
  {
2
+ "best_metric": 0.8471150310223431,
3
+ "best_model_checkpoint": "distilbert-base-uncased-US_Airline_Twitter_Sentiment_Analysis/checkpoint-736",
4
+ "epoch": 8.0,
5
+ "global_step": 736,
6
  "is_hyper_param_search": false,
7
  "is_local_process_zero": true,
8
  "is_world_process_zero": true,
 
124
  "eval_samples_per_second": 16.508,
125
  "eval_steps_per_second": 0.136,
126
  "step": 644
127
+ },
128
+ {
129
+ "epoch": 8.0,
130
+ "learning_rate": 0.0,
131
+ "loss": 0.1983,
132
+ "step": 736
133
+ },
134
+ {
135
+ "epoch": 8.0,
136
+ "eval_accuracy": 0.8465753424657534,
137
+ "eval_f1_score": 0.8471150310223431,
138
+ "eval_loss": 0.5593538284301758,
139
+ "eval_runtime": 86.1332,
140
+ "eval_samples_per_second": 16.95,
141
+ "eval_steps_per_second": 0.139,
142
+ "step": 736
143
  }
144
  ],
145
  "max_steps": 736,
146
  "num_train_epochs": 8,
147
+ "total_flos": 723970012236336.0,
148
  "trial_name": null,
149
  "trial_params": null
150
  }
pytorch_model.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:2b161d96350ce1c80013b8c81224cf45f2b37367b2c6870e91a915e8b88ed050
3
  size 267855985
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:75a4e0788de85ab9c6366b81d75569f51c54f36e39f43088b55007a375195c6c
3
  size 267855985