Update README.md

README.md

@@ -23,19 +23,4 @@ The template used to build a prompt for the Instruct model is defined as follows
 ```
 Note that `<s>` and `</s>` are special tokens for beginning of string (BOS) and end of string (EOS) while [INST] and [/INST] are regular strings.
 
-As reference, here is the pseudo-code used to tokenize instructions during fine-tuning:
-```python
-def tokenize(text):
-    return tok.encode(text, add_special_tokens=False)
-
-[BOS_ID] + 
-tokenize("[INST]") + tokenize(USER_MESSAGE_1) + tokenize("[/INST]") +
-tokenize(BOT_MESSAGE_1) + [EOS_ID] +
-…
-tokenize("[INST]") + tokenize(USER_MESSAGE_N) + tokenize("[/INST]") +
-tokenize(BOT_MESSAGE_N) + [EOS_ID]
-```
-
-In the pseudo-code above, note that the `tokenize` method should not add a BOS or EOS token automatically, but should add a prefix space. 
-
 ## Run the model