numblilbug commited on
Commit
0a18a5a
1 Parent(s): ca5d037

End of training

Browse files
README.md ADDED
@@ -0,0 +1,58 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ base_model: DeepPavlov/rubert-base-cased
3
+ tags:
4
+ - generated_from_trainer
5
+ metrics:
6
+ - accuracy
7
+ - f1
8
+ model-index:
9
+ - name: food-rubert-sentiment-model
10
+ results: []
11
+ ---
12
+
13
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
14
+ should probably proofread and complete it, then remove this comment. -->
15
+
16
+ # food-rubert-sentiment-model
17
+
18
+ This model is a fine-tuned version of [DeepPavlov/rubert-base-cased](https://huggingface.co/DeepPavlov/rubert-base-cased) on the None dataset.
19
+ It achieves the following results on the evaluation set:
20
+ - Loss: 0.3258
21
+ - Accuracy: {'accuracy': 0.9157894736842105}
22
+ - F1: {'f1': 0.868421052631579}
23
+
24
+ ## Model description
25
+
26
+ More information needed
27
+
28
+ ## Intended uses & limitations
29
+
30
+ More information needed
31
+
32
+ ## Training and evaluation data
33
+
34
+ More information needed
35
+
36
+ ## Training procedure
37
+
38
+ ### Training hyperparameters
39
+
40
+ The following hyperparameters were used during training:
41
+ - learning_rate: 2e-05
42
+ - train_batch_size: 16
43
+ - eval_batch_size: 16
44
+ - seed: 42
45
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
46
+ - lr_scheduler_type: linear
47
+ - num_epochs: 2
48
+
49
+ ### Training results
50
+
51
+
52
+
53
+ ### Framework versions
54
+
55
+ - Transformers 4.35.2
56
+ - Pytorch 2.1.0+cu121
57
+ - Datasets 2.16.0
58
+ - Tokenizers 0.15.0
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:8b576e243c23c953d55e929bea278de3481ed9e42b292d270c4ce21369116e30
3
  size 711452684
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:de45e732f2348716b8c6b7915c78417ad51877e21da585f04758953a18f94c0a
3
  size 711452684
runs/Dec29_09-10-58_7c25f8610f0f/events.out.tfevents.1703841062.7c25f8610f0f.12173.4 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:27f24e0572414aebfb8652f105554cf00c0613881cccbd59c68270e6789c84dc
3
- size 4184
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:60c01fcfa2b531d6ce6de61b4f9979e1b644c70006487259735f73ae395d9a8c
3
+ size 5043
runs/Dec29_09-10-58_7c25f8610f0f/events.out.tfevents.1703841223.7c25f8610f0f.12173.5 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f89818517e2f943d8a6ef8343fa7d5db543059c97b7adad7c183f257472c9ccd
3
+ size 354