vsamuel commited on
Commit
17ec2eb
1 Parent(s): 2a88041

End of training

Browse files
README.md ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ base_model: razent/SciFive-base-Pubmed_PMC
3
+ tags:
4
+ - generated_from_trainer
5
+ metrics:
6
+ - rouge
7
+ model-index:
8
+ - name: scifive_two_epoch
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
+ # scifive_two_epoch
16
+
17
+ This model is a fine-tuned version of [razent/SciFive-base-Pubmed_PMC](https://huggingface.co/razent/SciFive-base-Pubmed_PMC) on the None dataset.
18
+ It achieves the following results on the evaluation set:
19
+ - Loss: 2.4216
20
+ - Rouge1: 0.2455
21
+ - Rouge2: 0.1267
22
+ - Rougel: 0.2168
23
+ - Rougelsum: 0.2164
24
+ - Gen Len: 16.81
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: 2e-05
44
+ - train_batch_size: 4
45
+ - eval_batch_size: 2
46
+ - seed: 42
47
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
48
+ - lr_scheduler_type: linear
49
+ - num_epochs: 2
50
+
51
+ ### Training results
52
+
53
+ | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
54
+ |:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
55
+ | No log | 1.0 | 213 | 2.5335 | 0.1306 | 0.0622 | 0.1211 | 0.1206 | 14.4 |
56
+ | No log | 2.0 | 426 | 2.4216 | 0.2455 | 0.1267 | 0.2168 | 0.2164 | 16.81 |
57
+
58
+
59
+ ### Framework versions
60
+
61
+ - Transformers 4.35.2
62
+ - Pytorch 2.1.0+cu118
63
+ - Datasets 2.15.0
64
+ - 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 sha256:6189f57e508f09a37eb2986436144eede20a0847b6068d9696a88aaaaed18621
3
  size 891644712
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c85848b0ec6efcf94f0c9812769bfa792fe8ecc13a596bf78be8d55157d9e635
3
  size 891644712
runs/Dec09_00-36-58_fa4ba456177e/events.out.tfevents.1702082219.fa4ba456177e.6348.6 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a5709d9ab1c89ec819d4db4282da7bd748643bd05a54dea96defde6ce87a8d5a
3
+ size 5916
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:30959722ab8f7ac8ae3230bb77f31d361757208704aeba2b5deb9687614014b9
3
  size 4728
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:daebc735b4a4dccaaa4489ce1751e6643d8cfd8a795b59f26aa71ea6966cb6dd
3
  size 4728