grammar

README.md

@@ -5,13 +5,15 @@ tags:
 - opt
 - custom-license
 - no-commercial
+- email
+- auto-complete
 datasets:
 - aeslc
 
 widget:
-- text: "Hey <NAME>,\n\nThank you for signing up to my weekly newsletter. Before we get started, you’ll have to confirm your email address." 
+- text: "Hey <NAME>,\n\nThank you for signing up for my weekly newsletter. Before we get started, you'll have to confirm your email address." 
   example_title: "newsletter"
-- text: "Hi <NAME>,\n\nI hope this email finds you well. Let me start by saying that I am a big fan of your work" 
+- text: "Hi <NAME>,\n\nI hope this email finds you well. Let me start by saying that I am a big fan of your work." 
   example_title: "fan"
 - text: "Greetings <NAME>,\n\nI hope you had a splendid evening at the Company sausage eating festival. I am reaching out because" 
   example_title: "festival"
@@ -61,12 +63,12 @@ generator(prompt) # generate
 ## Model description
 
 - This model is a fine-tuned version of [facebook/opt-350m](https://huggingface.co/facebook/opt-350m) on the [aeslc](https://huggingface.co/datasets/aeslc) dataset for six epochs. 
-- Emails, phone numbers, etc were attempted to be excluded in a dataset preparation step using [clean-text](https://pypi.org/project/clean-text/) in Python.
-- Note that API is restricted to generate 64 tokens - you can generate longer emails by using this in a text-generation `pipeline` object
+- Emails, phone numbers, etc., were attempted to be excluded in a dataset preparation step using [clean-text](https://pypi.org/project/clean-text/) in Python.
+- Note that API is restricted to generating 64 tokens - you can generate longer emails by using this in a text-generation `pipeline` object
 
 ## Intended uses & limitations
 
-- in their everlasting wisdom, Facebook/Meta has decided to make a custom license for this specifying several things. See [facebook/opt-350m](https://huggingface.co/facebook/opt-350m) for details.
+- in their everlasting wisdom, Facebook/Meta has decided to make a custom license for this, specifying several things. See [facebook/opt-350m](https://huggingface.co/facebook/opt-350m) for details.
 
 ## Training and evaluation data