GlycerinLOL commited on
Commit
188adc4
1 Parent(s): 2c94f63

Model save

Browse files
README.md ADDED
@@ -0,0 +1,79 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ base_model: google/pegasus-xsum
3
+ tags:
4
+ - generated_from_trainer
5
+ metrics:
6
+ - rouge
7
+ - precision
8
+ - recall
9
+ - f1
10
+ model-index:
11
+ - name: LLM_Teached_Pegasus_100k
12
+ results: []
13
+ ---
14
+
15
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
16
+ should probably proofread and complete it, then remove this comment. -->
17
+
18
+ # LLM_Teached_Pegasus_100k
19
+
20
+ This model is a fine-tuned version of [google/pegasus-xsum](https://huggingface.co/google/pegasus-xsum) on an unknown dataset.
21
+ It achieves the following results on the evaluation set:
22
+ - Loss: 1.5409
23
+ - Rouge1: 0.4869
24
+ - Rouge2: 0.2373
25
+ - Rougel: 0.406
26
+ - Rougelsum: 0.4058
27
+ - Gen Len: 25.3851
28
+ - Precision: 0.9131
29
+ - Recall: 0.9117
30
+ - F1: 0.9123
31
+
32
+ ## Model description
33
+
34
+ More information needed
35
+
36
+ ## Intended uses & limitations
37
+
38
+ More information needed
39
+
40
+ ## Training and evaluation data
41
+
42
+ More information needed
43
+
44
+ ## Training procedure
45
+
46
+ ### Training hyperparameters
47
+
48
+ The following hyperparameters were used during training:
49
+ - learning_rate: 2e-05
50
+ - train_batch_size: 32
51
+ - eval_batch_size: 16
52
+ - seed: 42
53
+ - gradient_accumulation_steps: 4
54
+ - total_train_batch_size: 128
55
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
56
+ - lr_scheduler_type: linear
57
+ - num_epochs: 8
58
+ - mixed_precision_training: Native AMP
59
+
60
+ ### Training results
61
+
62
+ | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len | Precision | Recall | F1 |
63
+ |:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|:---------:|:------:|:------:|
64
+ | 2.1501 | 1.0 | 781 | 1.7062 | 0.4566 | 0.209 | 0.3745 | 0.3744 | 25.4655 | 0.9082 | 0.9065 | 0.9072 |
65
+ | 1.7722 | 2.0 | 1562 | 1.6314 | 0.4712 | 0.2226 | 0.3906 | 0.3904 | 25.4298 | 0.9107 | 0.909 | 0.9097 |
66
+ | 1.7218 | 3.0 | 2343 | 1.5948 | 0.4776 | 0.2284 | 0.3965 | 0.3963 | 25.6569 | 0.9112 | 0.9103 | 0.9106 |
67
+ | 1.6668 | 4.0 | 3125 | 1.5708 | 0.481 | 0.2316 | 0.4002 | 0.4 | 25.3451 | 0.9122 | 0.9107 | 0.9112 |
68
+ | 1.6437 | 5.0 | 3906 | 1.5565 | 0.4844 | 0.2346 | 0.4034 | 0.4031 | 25.482 | 0.9127 | 0.9113 | 0.9118 |
69
+ | 1.6186 | 6.0 | 4687 | 1.5476 | 0.4852 | 0.236 | 0.4047 | 0.4044 | 25.4191 | 0.9129 | 0.9115 | 0.912 |
70
+ | 1.607 | 7.0 | 5468 | 1.5426 | 0.486 | 0.2367 | 0.4052 | 0.405 | 25.4949 | 0.9129 | 0.9118 | 0.9122 |
71
+ | 1.5972 | 8.0 | 6248 | 1.5409 | 0.4869 | 0.2373 | 0.406 | 0.4058 | 25.3851 | 0.9131 | 0.9117 | 0.9123 |
72
+
73
+
74
+ ### Framework versions
75
+
76
+ - Transformers 4.36.0
77
+ - Pytorch 2.0.1+cu117
78
+ - Datasets 2.14.5
79
+ - Tokenizers 0.15.0
generation_config.json ADDED
@@ -0,0 +1,11 @@
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token_id": 0,
3
+ "decoder_start_token_id": 0,
4
+ "eos_token_id": 1,
5
+ "forced_eos_token_id": 1,
6
+ "length_penalty": 0.6,
7
+ "max_length": 64,
8
+ "num_beams": 8,
9
+ "pad_token_id": 0,
10
+ "transformers_version": "4.36.0"
11
+ }
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:f9b403d20162a5df89e0f6f31342d27f05b1c635c27f53a921f590eb0410fa38
3
  size 2279458540
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d70b29dca24ea44a3385de0ff2a16ba9a09606655e4dc6b75d27a60f1d91286e
3
  size 2279458540
runs/Mar24_22-33-25_gde8xrctr1711261266898-zjnhj/events.out.tfevents.1711290808.gde8xrctr1711261266898-zjnhj.20316.0 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:b8bdeb01063ce994c188f6767b1dde327a6efe287d409c5e77c26072b4cd0a5c
3
- size 11889
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b23cc8aaa0ff4034c4d415d87175541521978236ff90641e567034b84145750f
3
+ size 12917