emvecchi commited on
Commit
07f40f6
1 Parent(s): 4df6961

Create README.md

Browse files
Files changed (1) hide show
  1. README.md +42 -0
README.md ADDED
@@ -0,0 +1,42 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ tags:
3
+ - adapterhub:argument/quality
4
+ - roberta
5
+ - adapter-transformers
6
+ ---
7
+
8
+ # Adapter `emvecchi/cmv_moderation` for roberta-base
9
+
10
+ An [adapter](https://adapterhub.ml) for the `roberta-base` model that was trained on the [argument/quality](https://adapterhub.ml/explore/argument/quality/) dataset and includes a prediction head for classification.
11
+
12
+ This adapter was created for usage with the **[adapter-transformers](https://github.com/Adapter-Hub/adapter-transformers)** library.
13
+
14
+ ## Usage
15
+
16
+ First, install `adapter-transformers`:
17
+
18
+ ```
19
+ pip install -U adapter-transformers
20
+ ```
21
+ _Note: adapter-transformers is a fork of transformers that acts as a drop-in replacement with adapter support. [More](https://docs.adapterhub.ml/installation.html)_
22
+
23
+ Now, the adapter can be loaded and activated like this:
24
+
25
+ ```python
26
+ from transformers import AutoAdapterModel
27
+
28
+ model = AutoAdapterModel.from_pretrained("roberta-base")
29
+ adapter_name = model.load_adapter("emvecchi/cmv_moderation", source="hf", set_active=True)
30
+ ```
31
+
32
+ ## Architecture & Training
33
+
34
+ <!-- Add some description here -->
35
+
36
+ ## Evaluation results
37
+
38
+ <!-- Add some description here -->
39
+
40
+ ## Citation
41
+
42
+ <!-- Add some description here -->