example code added

README.md

@@ -34,7 +34,7 @@ should probably proofread and complete it, then remove this comment. -->
 
 # fastSUMMARIZER-t5-small-finetuned-on-xsum
 
-This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on the xsum dataset. Click the following link to open the model's demo: https://huggingface.co/spaces/Rahmat82/RHM-text-summarizer-light 
+This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on the xsum dataset. 
 
 It achieves the following results on the evaluation set:
 - Loss: 2.2425
@@ -46,17 +46,25 @@ It achieves the following results on the evaluation set:
 
 ## Model description
 
-More information needed
+This model is light and performs very fast.
 
-## Intended uses & limitations
+## Use the model
 
-More information needed
+Click the following link to open the model's demo: https://huggingface.co/spaces/Rahmat82/RHM-text-summarizer-light  
 
-## Training and evaluation data
+```python
+from transformers import AutoModelForSeq2SeqLM, AutoTokenizer, pipeline
 
-More information needed
+model_id = "Rahmat82/t5-small-finetuned-summarization-xsum"
 
-## Training procedure
+model = AutoModelForSeq2SeqLM.from_pretrained(model_id)
+tokenizer = AutoTokenizer.from_pretrained(model_id)
+
+text_to_summarize = """If you ever feel the need to sleep while standing, a company in Japan has catered to your needs. The Koyoju Plywood Corporation on Japan's northernmost island of Hokkaido has unveiled the "Giraffenap" booth. This ingenious cubicle allows the user to sleep in a vertical position. It will allow office workers and commuters to catch forty winks without the need for a bed. The designers say a 20-minute nap improves mental performance and increases productivity by reducing fatigue. It also boosts concentration and aids memory retention. The Giraffenap pods come in two designs – the futuristic-looking 'Spacia' and the lattice wood 'Forest'. They will go on sale in December at an expected price of around $20,000. The Giraffenap website says there is a need to refresh while at work. It says: "It's so common these days to work non-stop without an opportunity to properly recover from physical fatigue or stress, often resulting in unwanted sleepiness during the day. Now it's time to break the stereotype that nodding off on the job is a sign of boredom or laziness." The site added that naps allow for "more efficient and fulfilling work". The website stated that napping reduces drowsiness, and improves ingenuity and creativeness. The designers offered some advice for an effective snooze. The optimal time is 15 to 20 minutes, and all naps should take place before 3 p.m. In addition, you should not lie down as this leads to deep sleep."""
+
+pipe = pipeline("summarization",model = model, tokenizer=tokenizer)
+print(pipe(text_to_summarize)[0]["summary_text"])
+```
 
 ### Training hyperparameters