File size: 1,188 Bytes
c206395
8832557
77cc182
 
c206395
 
 
 
 
 
 
 
 
 
5c82e98
f4f39b7
 
0147ec4
 
 
 
c206395
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
---
pipeline_tag: text-generation
---
---
license: mit
library_name: peft
tags:
- trl
- sft
- generated_from_trainer
base_model: openai-community/gpt2-medium
model-index:
- name: openai_community_med_e3
  results: []
pipeline_tag: text2text-generation
metrics:
- rouge
  - 'rouge1': 0.23894966434046966,
  - 'rouge2': 0.106373660644453,
  - 'rougeL': 0.2292802155791441,
  - 'rougeLsum': 0.22745052553203093


# openai_community_med_e3

This model is a fine-tuned version of [openai-community/gpt2-medium](https://huggingface.co/openai-community/gpt2-medium) on the None dataset.

## Model description

More information needed

## Intended uses & limitations

More information needed

## Training and evaluation data

More information needed

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 0.0009
- train_batch_size: 1
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.03
- num_epochs: 3


### Framework versions

- PEFT 0.10.1.dev0
- Transformers 4.39.1
- Pytorch 2.0.0
- Datasets 2.18.0
- Tokenizers 0.15.2