Tibi29 commited on
Commit
13d5f26
1 Parent(s): 68c58cc

End of training

Browse files
README.md CHANGED
@@ -1,3 +1,65 @@
1
  ---
2
  license: apache-2.0
 
 
 
 
 
 
 
 
3
  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  ---
2
  license: apache-2.0
3
+ base_model: google/flan-t5-base
4
+ tags:
5
+ - generated_from_trainer
6
+ metrics:
7
+ - rouge
8
+ model-index:
9
+ - name: t5-fine-tune-generate-email
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
+ # t5-fine-tune-generate-email
17
+
18
+ This model is a fine-tuned version of [google/flan-t5-base](https://huggingface.co/google/flan-t5-base) on the None dataset.
19
+ It achieves the following results on the evaluation set:
20
+ - Loss: 2.4153
21
+ - Rouge1: 0.0143
22
+ - Rouge2: 0.0060
23
+ - Rougel: 0.0137
24
+ - Rougelsum: 0.0142
25
+
26
+ ## Model description
27
+
28
+ More information needed
29
+
30
+ ## Intended uses & limitations
31
+
32
+ More information needed
33
+
34
+ ## Training and evaluation data
35
+
36
+ More information needed
37
+
38
+ ## Training procedure
39
+
40
+ ### Training hyperparameters
41
+
42
+ The following hyperparameters were used during training:
43
+ - learning_rate: 0.0003
44
+ - train_batch_size: 6
45
+ - eval_batch_size: 6
46
+ - seed: 42
47
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
48
+ - lr_scheduler_type: linear
49
+ - num_epochs: 3
50
+
51
+ ### Training results
52
+
53
+ | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum |
54
+ |:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|
55
+ | 2.864 | 1.0 | 2487 | 2.5669 | 0.0151 | 0.0060 | 0.0145 | 0.0150 |
56
+ | 2.6463 | 2.0 | 4974 | 2.4533 | 0.0143 | 0.0060 | 0.0137 | 0.0142 |
57
+ | 2.5031 | 3.0 | 7461 | 2.4153 | 0.0143 | 0.0060 | 0.0137 | 0.0142 |
58
+
59
+
60
+ ### Framework versions
61
+
62
+ - Transformers 4.35.2
63
+ - Pytorch 2.1.0+cu121
64
+ - Datasets 2.16.1
65
+ - Tokenizers 0.15.0
generation_config.json ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
 
1
+ {
2
+ "decoder_start_token_id": 0,
3
+ "eos_token_id": 1,
4
+ "pad_token_id": 0,
5
+ "transformers_version": "4.35.2"
6
+ }
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:6c90c9cb87c2367c6c2f6746ee29f188b5ad5cb68237b92d38ba47540762734f
3
  size 990345064
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:09c61d29e95afe1253baee58cc241a9206f23950bfe883fa9753610ba989d81a
3
  size 990345064
runs/Jan14_18-24-06_ae4ac729c2a5/events.out.tfevents.1705256667.ae4ac729c2a5.813.0 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:030ba6e20edf5247350f04a0855d6d5c80b169ae5104024670ba8d223a9813ea
3
- size 8401
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3136d8600b6f4ec988de72bbd772aa72b5ec4243edc405c909f0c06542daa108
3
+ size 9229