Update README.md

README.md

@@ -38,8 +38,30 @@ Fantastica-7b-Instruct-0.2-Italian is an Italian speaking, instruction finetuned
 
 # PROMPT FORMAT
 
+Your prompt should be surrounded by `[INST]` and `[/INST]` tokens. The very first instruction should begin with a begin of sentence \<s\>. The next instructions should not.
+
 \<s\>[INST]{instruction}[/INST]
 
+for few-shots prompt use:
+
+<s>[INST]{instruction}[/INST]{response}[INST]{instruction2}[/INST]
+
+# Python
+
+```python
+from transformers import AutoModelForCausalLM, AutoTokenizer
+
+model = AutoModelForCausalLM.from_pretrained("scribis/Fantastica-7b-Instruct-0.2-Italian_merged")
+tokenizer = AutoTokenizer.from_pretrained("scribis/Fantastica-7b-Instruct-0.2-Italian_merged")
+
+pipe = pipeline(task="text-generation", model=model, tokenizer=tokenizer, max_length=768, temperature=0.75, repetition_penalty=1.2, do_sample=True)
+
+prompt = "<s>[INST]@Scribis @Italiano. Raccontami la trama di un romanzo storico.[/INST]### Titolo: Il figlio dell\'imperatore. ### Introduzione: Il figlio dell\'imperatore (The Son of the Emperor) è un romanzo storico del 1915 scritto da Charles Giblin, ambientato nell\'Antica Roma. ### Trama."
+result = pipe(prompt)
+print(result)
+
+```
+
 
 # Examples: