gokulsrinivasagan commited on
Commit
471703a
·
verified ·
1 Parent(s): 6ffa05a

Model save

Browse files
README.md ADDED
@@ -0,0 +1,62 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ library_name: transformers
3
+ tags:
4
+ - generated_from_trainer
5
+ metrics:
6
+ - accuracy
7
+ model-index:
8
+ - name: bert_tiny_lda_100_v1
9
+ results: []
10
+ ---
11
+
12
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
13
+ should probably proofread and complete it, then remove this comment. -->
14
+
15
+ # bert_tiny_lda_100_v1
16
+
17
+ This model is a fine-tuned version of [](https://huggingface.co/) on an unknown dataset.
18
+ It achieves the following results on the evaluation set:
19
+ - Loss: 7.8520
20
+ - Accuracy: 0.3593
21
+
22
+ ## Model description
23
+
24
+ More information needed
25
+
26
+ ## Intended uses & limitations
27
+
28
+ More information needed
29
+
30
+ ## Training and evaluation data
31
+
32
+ More information needed
33
+
34
+ ## Training procedure
35
+
36
+ ### Training hyperparameters
37
+
38
+ The following hyperparameters were used during training:
39
+ - learning_rate: 0.0001
40
+ - train_batch_size: 160
41
+ - eval_batch_size: 160
42
+ - seed: 10
43
+ - optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
44
+ - lr_scheduler_type: linear
45
+ - lr_scheduler_warmup_steps: 10000
46
+ - num_epochs: 25
47
+
48
+ ### Training results
49
+
50
+ | Training Loss | Epoch | Step | Validation Loss | Accuracy |
51
+ |:-------------:|:-------:|:-----:|:---------------:|:--------:|
52
+ | 10.7151 | 6.9979 | 10000 | 10.6513 | 0.1546 |
53
+ | 9.7707 | 13.9958 | 20000 | 9.6190 | 0.1946 |
54
+ | 8.0878 | 20.9937 | 30000 | 7.8520 | 0.3593 |
55
+
56
+
57
+ ### Framework versions
58
+
59
+ - Transformers 4.46.1
60
+ - Pytorch 2.2.0+cu121
61
+ - Datasets 3.1.0
62
+ - Tokenizers 0.20.1
logs/events.out.tfevents.1732386849.ki-g0009.702243.0 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:dd4f84c993065506791a6c44dfdd53b8342afa88dfbb789f9b1cb68f2eaa60f4
3
- size 18551
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:697583cc37e41b271ea0db7392352dfe357bd5911a68a8a3e2cbbf6ac64d3705
3
+ size 21276