Add model card

README.md

@@ -0,0 +1,33 @@
+---
+language:
+- en
+
+tags:
+- detoxification
+
+licenses:
+- cc-by-nc-sa
+---
+
+**Model Overview**
+
+It is a SVD-compressed model of original BART-based detoxification model ]s-nlp/bart-base-detox][1].
+
+**How to use**
+
+```python
+from transformers import AutoModelForSeq2SeqLM, AutoTokenizer
+model = AutoModelForSeq2SeqLM \
+    .from_pretrained('s-nlp/bart-base-detox-svd', trust_remote_code=True)
+tokenizer = AutoTokenizer.from_pretrained('facebook/bart-base')
+
+toxics = ['that sick fuck is going to be out in 54 years.']
+tokens = tokenizer(toxics)
+tokens = model.generate(**tokens, num_return_sequences=1, do_sample=False,
+                        temperature=1.0, repetition_penalty=10.0,
+                        max_length=128, num_beams=5)
+neutrals = tokenizer.decode(tokens[0, ...], skip_special_tokens=True)
+print(neutrals) # stdout: She is going to be out in 54 years.
+```
+
+[1]: //s-nlp/bart-base-detox