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
5705b05
•
1 Parent(s): 2366361

Training in progress, epoch 5

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 sha256:457a7497a97fb30017ccaf990306177554f61003382ff376b60d2d5344798b3f
3
  size 535703265
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:31349a91030be3e09534dc6aa8a03a79443361fc249e9891f4c38f5062adf406
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:f6d7abd42323c750306c05e04fe0ee6472607598e3389ed4fe33c445d31d30ef
3
  size 267855985
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2d1a4586013173423408bba8c7372e1b70e8138caa2d03e990b5c30e8794d6fd
3
  size 267855985
last-checkpoint/rng_state.pth CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:9fc70bf2e3256f88ba25915f0c2ef5d9a70fa8400e422b6f38362e34f532a408
3
  size 13547
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b52b448ac63bfa045148d20456fbd589192d97f90cc585dd81c4d114b688e31c
3
  size 13547
last-checkpoint/scheduler.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:8197bf5f0e96afa58dfdc13b1d9b3487ba6ff3217b346f8017eee303fdae805d
3
  size 623
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:94a6e40103dc065971e556fd8ce436dbd6a1a3ce9fb387d0c934f43a11a5b3bc
3
  size 623
last-checkpoint/trainer_state.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
- "best_metric": 0.8350190343859925,
3
- "best_model_checkpoint": "distilbert-base-uncased-US_Airline_Twitter_Sentiment_Analysis/checkpoint-368",
4
- "epoch": 4.0,
5
- "global_step": 368,
6
  "is_hyper_param_search": false,
7
  "is_local_process_zero": true,
8
  "is_world_process_zero": true,
@@ -76,11 +76,27 @@
76
  "eval_samples_per_second": 16.947,
77
  "eval_steps_per_second": 0.139,
78
  "step": 368
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
79
  }
80
  ],
81
  "max_steps": 736,
82
  "num_train_epochs": 8,
83
- "total_flos": 362075561618868.0,
84
  "trial_name": null,
85
  "trial_params": null
86
  }
 
1
  {
2
+ "best_metric": 0.836962977801342,
3
+ "best_model_checkpoint": "distilbert-base-uncased-US_Airline_Twitter_Sentiment_Analysis/checkpoint-460",
4
+ "epoch": 5.0,
5
+ "global_step": 460,
6
  "is_hyper_param_search": false,
7
  "is_local_process_zero": true,
8
  "is_world_process_zero": true,
 
76
  "eval_samples_per_second": 16.947,
77
  "eval_steps_per_second": 0.139,
78
  "step": 368
79
+ },
80
+ {
81
+ "epoch": 5.0,
82
+ "learning_rate": 7.500000000000001e-06,
83
+ "loss": 0.2857,
84
+ "step": 460
85
+ },
86
+ {
87
+ "epoch": 5.0,
88
+ "eval_accuracy": 0.8335616438356165,
89
+ "eval_f1_score": 0.836962977801342,
90
+ "eval_loss": 0.5100029110908508,
91
+ "eval_runtime": 86.4788,
92
+ "eval_samples_per_second": 16.883,
93
+ "eval_steps_per_second": 0.139,
94
+ "step": 460
95
  }
96
  ],
97
  "max_steps": 736,
98
  "num_train_epochs": 8,
99
+ "total_flos": 452576211558444.0,
100
  "trial_name": null,
101
  "trial_params": null
102
  }
pytorch_model.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:f6d7abd42323c750306c05e04fe0ee6472607598e3389ed4fe33c445d31d30ef
3
  size 267855985
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2d1a4586013173423408bba8c7372e1b70e8138caa2d03e990b5c30e8794d6fd
3
  size 267855985