alraisi commited on
Commit
f2affe3
1 Parent(s): 547d928

End of training

Browse files
README.md ADDED
@@ -0,0 +1,65 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: apache-2.0
3
+ base_model: Falconsai/medical_summarization
4
+ tags:
5
+ - generated_from_trainer
6
+ metrics:
7
+ - rouge
8
+ model-index:
9
+ - name: t5-s19
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-s19
17
+
18
+ This model is a fine-tuned version of [Falconsai/medical_summarization](https://huggingface.co/Falconsai/medical_summarization) on an unknown dataset.
19
+ It achieves the following results on the evaluation set:
20
+ - Loss: 2.4137
21
+ - Rouge1: 33.1554
22
+ - Rouge2: 15.9465
23
+ - Rougel: 28.0028
24
+ - Rougelsum: 28.0647
25
+ - Gen Len: 17.3715
26
+
27
+ ## Model description
28
+
29
+ More information needed
30
+
31
+ ## Intended uses & limitations
32
+
33
+ More information needed
34
+
35
+ ## Training and evaluation data
36
+
37
+ More information needed
38
+
39
+ ## Training procedure
40
+
41
+ ### Training hyperparameters
42
+
43
+ The following hyperparameters were used during training:
44
+ - learning_rate: 2e-05
45
+ - train_batch_size: 16
46
+ - eval_batch_size: 4
47
+ - seed: 42
48
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
49
+ - lr_scheduler_type: linear
50
+ - num_epochs: 1
51
+ - mixed_precision_training: Native AMP
52
+
53
+ ### Training results
54
+
55
+ | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
56
+ |:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:-------:|
57
+ | 2.8319 | 1.0 | 625 | 2.4137 | 33.1554 | 15.9465 | 28.0028 | 28.0647 | 17.3715 |
58
+
59
+
60
+ ### Framework versions
61
+
62
+ - Transformers 4.38.2
63
+ - Pytorch 2.2.1+cu121
64
+ - Datasets 2.18.0
65
+ - Tokenizers 0.15.2
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": "4.38.2"
6
+ }
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:69a715b7745c87f0e760b67d4717495c04d3964ce24f4833cdef0390744e364d
3
  size 242041896
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cc613bde3818c0754a0beabdf1652daaaebc03b10f369d4a8eb485b9b98bf854
3
  size 242041896
runs/Mar13_19-56-19_c65e46e13996/events.out.tfevents.1710359780.c65e46e13996.404.0 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:29fe769b9682c9f3d5715ab92982d3254ed38f49bf162e256c8b6ce4b8eb5a30
3
- size 5775
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6e0477013f7b64fe8708b4ebef1e44a68aab511914ff9818ba4eba3a3302b7bd
3
+ size 6654