abhiramd22 commited on
Commit
4eae75b
·
verified ·
1 Parent(s): 178406f

End of training

Browse files
README.md ADDED
@@ -0,0 +1,59 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: apache-2.0
3
+ base_model: sentence-transformers/all-mpnet-base-v2
4
+ tags:
5
+ - generated_from_trainer
6
+ metrics:
7
+ - accuracy
8
+ - f1
9
+ model-index:
10
+ - name: finetuning-sentiment-model-mpnet
11
+ results: []
12
+ ---
13
+
14
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
15
+ should probably proofread and complete it, then remove this comment. -->
16
+
17
+ # finetuning-sentiment-model-mpnet
18
+
19
+ This model is a fine-tuned version of [sentence-transformers/all-mpnet-base-v2](https://huggingface.co/sentence-transformers/all-mpnet-base-v2) on the None dataset.
20
+ It achieves the following results on the evaluation set:
21
+ - Loss: 0.2909
22
+ - Accuracy: 0.8953
23
+ - F1: 0.8944
24
+
25
+ ## Model description
26
+
27
+ More information needed
28
+
29
+ ## Intended uses & limitations
30
+
31
+ More information needed
32
+
33
+ ## Training and evaluation data
34
+
35
+ More information needed
36
+
37
+ ## Training procedure
38
+
39
+ ### Training hyperparameters
40
+
41
+ The following hyperparameters were used during training:
42
+ - learning_rate: 2e-05
43
+ - train_batch_size: 16
44
+ - eval_batch_size: 16
45
+ - seed: 42
46
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
47
+ - lr_scheduler_type: linear
48
+ - num_epochs: 2
49
+
50
+ ### Training results
51
+
52
+
53
+
54
+ ### Framework versions
55
+
56
+ - Transformers 4.38.2
57
+ - Pytorch 2.2.1+cu121
58
+ - Datasets 2.18.0
59
+ - Tokenizers 0.15.2
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:f50ddd5db0f3ccd5599a4d4fe4e6d2b73ab2f3ae829d0924ea79384d611f7e83
3
  size 437975200
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ee15c30c60a6d09befe578bf0605fdcc4a53b087fee4c2d0359417354afa4b5a
3
  size 437975200
runs/Apr02_01-40-40_8c515c8d7ec3/events.out.tfevents.1712022046.8c515c8d7ec3.1468.8 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:bbade229a1400788db7b9279726702f250704c974ae2329ec01219d8c0e2c26c
3
- size 5611
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:33bf036b0fc5a35f5da0285af82bceb02308f06250dd52255e1dcb4ea7645642
3
+ size 7020
runs/Apr02_01-40-40_8c515c8d7ec3/events.out.tfevents.1712023033.8c515c8d7ec3.1468.9 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e69b0587be9482c5721428681666a63e2182137e0cdfc6f5648d80f6d2fb454e
3
+ size 457