End of training
Browse files
README.md
ADDED
@@ -0,0 +1,105 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
base_model: csebuetnlp/banglabert
|
3 |
+
tags:
|
4 |
+
- generated_from_trainer
|
5 |
+
model-index:
|
6 |
+
- name: Banglabert_nwp_finetuning_def_v2
|
7 |
+
results: []
|
8 |
+
---
|
9 |
+
|
10 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
11 |
+
should probably proofread and complete it, then remove this comment. -->
|
12 |
+
|
13 |
+
# Banglabert_nwp_finetuning_def_v2
|
14 |
+
|
15 |
+
This model is a fine-tuned version of [csebuetnlp/banglabert](https://huggingface.co/csebuetnlp/banglabert) on the None dataset.
|
16 |
+
It achieves the following results on the evaluation set:
|
17 |
+
- Loss: 3.5135
|
18 |
+
|
19 |
+
## Model description
|
20 |
+
|
21 |
+
More information needed
|
22 |
+
|
23 |
+
## Intended uses & limitations
|
24 |
+
|
25 |
+
More information needed
|
26 |
+
|
27 |
+
## Training and evaluation data
|
28 |
+
|
29 |
+
More information needed
|
30 |
+
|
31 |
+
## Training procedure
|
32 |
+
|
33 |
+
### Training hyperparameters
|
34 |
+
|
35 |
+
The following hyperparameters were used during training:
|
36 |
+
- learning_rate: 2e-05
|
37 |
+
- train_batch_size: 8
|
38 |
+
- eval_batch_size: 8
|
39 |
+
- seed: 42
|
40 |
+
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
41 |
+
- lr_scheduler_type: linear
|
42 |
+
- num_epochs: 50
|
43 |
+
|
44 |
+
### Training results
|
45 |
+
|
46 |
+
| Training Loss | Epoch | Step | Validation Loss |
|
47 |
+
|:-------------:|:-----:|:------:|:---------------:|
|
48 |
+
| 5.9985 | 1.0 | 2487 | 5.4179 |
|
49 |
+
| 5.1899 | 2.0 | 4974 | 4.8725 |
|
50 |
+
| 4.8308 | 3.0 | 7461 | 4.6051 |
|
51 |
+
| 4.6303 | 4.0 | 9948 | 4.4425 |
|
52 |
+
| 4.4543 | 5.0 | 12435 | 4.3072 |
|
53 |
+
| 4.2875 | 6.0 | 14922 | 4.2110 |
|
54 |
+
| 4.2355 | 7.0 | 17409 | 4.1004 |
|
55 |
+
| 4.1108 | 8.0 | 19896 | 4.0693 |
|
56 |
+
| 4.0311 | 9.0 | 22383 | 3.9807 |
|
57 |
+
| 3.9836 | 10.0 | 24870 | 3.9329 |
|
58 |
+
| 3.9049 | 11.0 | 27357 | 3.9332 |
|
59 |
+
| 3.8663 | 12.0 | 29844 | 3.9027 |
|
60 |
+
| 3.7633 | 13.0 | 32331 | 3.8750 |
|
61 |
+
| 3.7639 | 14.0 | 34818 | 3.7487 |
|
62 |
+
| 3.6831 | 15.0 | 37305 | 3.7775 |
|
63 |
+
| 3.6808 | 16.0 | 39792 | 3.7372 |
|
64 |
+
| 3.6136 | 17.0 | 42279 | 3.7313 |
|
65 |
+
| 3.5998 | 18.0 | 44766 | 3.6778 |
|
66 |
+
| 3.531 | 19.0 | 47253 | 3.6912 |
|
67 |
+
| 3.5361 | 20.0 | 49740 | 3.6869 |
|
68 |
+
| 3.509 | 21.0 | 52227 | 3.6790 |
|
69 |
+
| 3.4625 | 22.0 | 54714 | 3.6425 |
|
70 |
+
| 3.418 | 23.0 | 57201 | 3.6572 |
|
71 |
+
| 3.369 | 24.0 | 59688 | 3.6407 |
|
72 |
+
| 3.3832 | 25.0 | 62175 | 3.6278 |
|
73 |
+
| 3.3728 | 26.0 | 64662 | 3.5715 |
|
74 |
+
| 3.3304 | 27.0 | 67149 | 3.6413 |
|
75 |
+
| 3.2864 | 28.0 | 69636 | 3.5743 |
|
76 |
+
| 3.3057 | 29.0 | 72123 | 3.5227 |
|
77 |
+
| 3.2916 | 30.0 | 74610 | 3.5448 |
|
78 |
+
| 3.2541 | 31.0 | 77097 | 3.5422 |
|
79 |
+
| 3.2293 | 32.0 | 79584 | 3.5775 |
|
80 |
+
| 3.1839 | 33.0 | 82071 | 3.5705 |
|
81 |
+
| 3.2106 | 34.0 | 84558 | 3.5680 |
|
82 |
+
| 3.185 | 35.0 | 87045 | 3.5225 |
|
83 |
+
| 3.1845 | 36.0 | 89532 | 3.5237 |
|
84 |
+
| 3.1581 | 37.0 | 92019 | 3.5300 |
|
85 |
+
| 3.1569 | 38.0 | 94506 | 3.5081 |
|
86 |
+
| 3.1222 | 39.0 | 96993 | 3.5217 |
|
87 |
+
| 3.1007 | 40.0 | 99480 | 3.4810 |
|
88 |
+
| 3.1094 | 41.0 | 101967 | 3.5475 |
|
89 |
+
| 3.1289 | 42.0 | 104454 | 3.5126 |
|
90 |
+
| 3.0841 | 43.0 | 106941 | 3.5076 |
|
91 |
+
| 3.0834 | 44.0 | 109428 | 3.5101 |
|
92 |
+
| 3.0862 | 45.0 | 111915 | 3.4777 |
|
93 |
+
| 3.0843 | 46.0 | 114402 | 3.5116 |
|
94 |
+
| 3.042 | 47.0 | 116889 | 3.5031 |
|
95 |
+
| 3.0424 | 48.0 | 119376 | 3.4991 |
|
96 |
+
| 3.0855 | 49.0 | 121863 | 3.5203 |
|
97 |
+
| 3.0325 | 50.0 | 124350 | 3.5110 |
|
98 |
+
|
99 |
+
|
100 |
+
### Framework versions
|
101 |
+
|
102 |
+
- Transformers 4.38.1
|
103 |
+
- Pytorch 2.1.0+cu121
|
104 |
+
- Datasets 2.17.1
|
105 |
+
- Tokenizers 0.15.2
|
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 442627808
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:1bc42777080ddfa6f0a66b4e8faa1658ba182c5f3b12024fd6b5d09c28357119
|
3 |
size 442627808
|
runs/Feb24_14-32-54_0f9823519954/events.out.tfevents.1708785237.0f9823519954.5635.0
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:1a7021426dc689a6bce888362ec8b5ce06ee5469ee31f03bf02aeed0090dacac
|
3 |
+
size 72047
|
runs/Feb24_14-32-54_0f9823519954/events.out.tfevents.1708793756.0f9823519954.5635.1
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b75c900c731780bae4191eb1f11a6b0c82251e79bfe4da9758a2109f842d41c5
|
3 |
+
size 364
|