dorinalakatos NyistMilan commited on
Commit
ad93b85
1 Parent(s): 552ce48

Added more information to README. (#1)

Browse files

- Added more information to README. (c0fd531bd0d78d5757fef591c39cc36ad4f62594)


Co-authored-by: Milan Nyist <[email protected]>

Files changed (1) hide show
  1. README.md +28 -1
README.md CHANGED
@@ -21,4 +21,31 @@ tags:
21
 
22
  # Model Card for Bert2Bert-HunSum-1
23
 
24
- The Bert2Bert-HunSum-1 is a Hungarian summarization model, which was trained on the SZTAKI-HLT/HunSum-1 dataset.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
21
 
22
  # Model Card for Bert2Bert-HunSum-1
23
 
24
+ The Bert2Bert-HunSum-1 is a Hungarian abstractive summarization model, which was trained on the [SZTAKI-HLT/HunSum-1 dataset](https://huggingface.co/datasets/SZTAKI-HLT/HunSum-1).
25
+ The model is based on [SZTAKI-HLT/hubert-base-cc](https://huggingface.co/SZTAKI-HLT/hubert-base-cc).
26
+
27
+ ## Intended uses & limitations
28
+
29
+ - **Model type:** Text Summarization
30
+ - **Language(s) (NLP):** Hungarian
31
+ - **Resource(s) for more information:**
32
+ - [GitHub Repo](https://github.com/dorinapetra/summarization)
33
+
34
+ ## Parameters
35
+
36
+ - **Batch Size:** 13
37
+ - **Learning Rate:** 5e-5
38
+ - **Weight Decay:** 0.01
39
+ - **Warmup Steps:** 16000
40
+ - **Epochs:** 15
41
+ - **no_repeat_ngram_size:** 3
42
+ - **num_beams:** 5
43
+ - **early_stopping:** True
44
+
45
+ ## Results
46
+
47
+ | Metric | Value |
48
+ | :------------ | :------------------------------------------ |
49
+ | ROUGE-1 | 28.52 |
50
+ | ROUGE-2 | 10.35 |
51
+ | ROUGE-L | 20.07 |