Merge pull request #269 from EricFillion/ef/2.3.3

Version 2.3.3
EricFillion · Oct 30, 2021 · 349686b · 349686b
2 parents a4b8c40 + 083fd96
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diff --git a/README.md b/README.md
@@ -50,12 +50,18 @@ print(result[0].token)  # am
 - [Ted Brownlow](https://github.com/ted537) Maintainer
 
 ## Tutorials 
+[Text generation with training (GPT-Neo)](https://youtu.be/GzHJ3NUVtV4)
+
 [Text classification (training)](https://www.vennify.ai/train-text-classification-transformers/) 
 
 [Text classification (hate speech detection)](https://youtu.be/jti2sPQYzeQ) 
 
 [Text classification (sentiment analysis)](https://youtu.be/Ew72EAgM7FM)
 
-[Text generation with training (GPT-Neo)](https://youtu.be/GzHJ3NUVtV4)
+[Word prediction with training (DistilBERT, RoBERTa)](https://youtu.be/AWe0PHsPc_M)
+
+[Top T5 Models ](https://www.vennify.ai/top-t5-transformer-models/)
+
+[Grammar Correction](https://www.vennify.ai/grammar-correction-python/)
 
-[Word prediction with training (DistilBERT, RoBERTa)](https://youtu.be/AWe0PHsPc_M)
+[Fine-tune a Grammar Correction Model](https://www.vennify.ai/fine-tune-grammar-correction/)
diff --git a/docs/pages/7-text-to-text/1-instantiation.md b/docs/pages/7-text-to-text/1-instantiation.md
@@ -26,3 +26,9 @@ happy_tt = HappyTextToText("T5", "t5-small")  # default
 happy_tt_private = HappyTextToText("T5", "user-repo/t5-small", use_auth_token="123abc")  # default
 
 ```
+## Tutorials 
+
+[Top T5 Models ](https://www.vennify.ai/top-t5-transformer-models/)
+[Grammar Correction](https://www.vennify.ai/grammar-correction-python/)
+[Fine-tune a Grammar Correction Model](https://www.vennify.ai/fine-tune-grammar-correction/)
+
diff --git a/docs/pages/7-text-to-text/2-basic-usage.md b/docs/pages/7-text-to-text/2-basic-usage.md
@@ -29,4 +29,9 @@ print(result)  # TextToTextResult(text="nlp est un domaine de l'intelligence art
 print(result.text)  # nlp est un domaine de l’intelligence artificielle. n
 
 ```
+## Tutorials
+
+[Top T5 Models ](https://www.vennify.ai/top-t5-transformer-models/)
+[Grammar Correction](https://www.vennify.ai/grammar-correction-python/)
+[Fine-tune a Grammar Correction Model](https://www.vennify.ai/fine-tune-grammar-correction/)
 
diff --git a/docs/pages/7-text-to-text/3-settings.md b/docs/pages/7-text-to-text/3-settings.md
@@ -76,4 +76,9 @@ print("Top-k Sampling:", output_top_k_sampling.text)  # Top-k Sampling: nlp est
 print("Top-p Sampling:", output_top_p_sampling.text)  # Top-p Sampling: nlp est un domaine de l'intelligence artificielle
 
 ```
+## Tutorials 
+
+[Top T5 Models ](https://www.vennify.ai/top-t5-transformer-models/)
+[Grammar Correction](https://www.vennify.ai/grammar-correction-python/)
+[Fine-tune a Grammar Correction Model](https://www.vennify.ai/fine-tune-grammar-correction/)
 
diff --git a/docs/pages/7-text-to-text/4-finetuning.md b/docs/pages/7-text-to-text/4-finetuning.md
@@ -92,3 +92,8 @@ print(result)  # EvalResult(loss=3.2277376651763916)
 print(result.loss)  # 3.2277376651763916
 
 ```
+## Tutorials 
+
+[Top T5 Models ](https://www.vennify.ai/top-t5-transformer-models/)
+[Grammar Correction](https://www.vennify.ai/grammar-correction-python/)
+[Fine-tune a Grammar Correction Model](https://www.vennify.ai/fine-tune-grammar-correction/)
diff --git a/setup.py b/setup.py
@@ -9,7 +9,7 @@
 setup(
     name = 'happytransformer',
     packages = find_packages(),
-    version = '2.3.2',
+    version = '2.3.3',
     license='Apache 2.0',
     description = "Happy Transformer is an API built on top of Hugging Face's Transformer library that makes it easy to utilize state-of-the-art NLP models.",
     long_description= readme,