Update README.md

README.md

@@ -14,9 +14,14 @@ pipeline_tag: text-generation
 base_model: dgtalbug/stable-code-instruct-3b-base
 ---
 
-# Stephen — Sarcastic Coding Assistant
+# Stephen
 
-![Stephen Banner](https://placehold.co/1200x400?text=Stephen+Sarcastic+Coder)
+> **STEPHEN** — *Sarcastically Trained Engine Pretending to Humor Every Nonsense*  
+> *"Because your nonsense deserves world-class sarcasm."* 😏
+
+![Stephen Banner](https://placehold.co/1200x400?text=Stephen+Sarcastically+Trained+Engine)
+
+---
 
 ## Model Description
 
@@ -31,7 +36,9 @@ Stephen is trained on:
 - Sarcasm headlines
 - Coding & programming humor datasets
 
-### Intended Use
+---
+
+## Intended Use
 - Writing sarcastic code comments
 - Generating humorous coding explanations
 - Adding playful banter to code reviews
@@ -39,12 +46,16 @@ Stephen is trained on:
 
 ⚠ **Not for serious enterprise documentation unless you enjoy snarky footnotes.**
 
+---
+
 ## Training Details
 - **Base Model**: `dgtalbug/stable-code-instruct-3b-base`
 - **Fine-tuning Method**: LoRA + PEFT
 - **Framework**: Transformers, BitsAndBytes
 - **Datasets**: Friends transcripts, Reddit jokes, Sarcasm headlines, Programming humor
 
+---
+
 ## Example Usage
 
 ```python
@@ -60,17 +71,11 @@ prompt = "Explain bubble sort as if I am a junior dev who just broke production.
 inputs = tokenizer(prompt, return_tensors="pt").to(model.device)
 outputs = model.generate(**inputs, max_new_tokens=150)
 print(tokenizer.decode(outputs[0], skip_special_tokens=True))
-```
-
----
 
-## Citation
-
-```bibtex
-@misc{stephen-sarcastic-coder,
-  title = {Stephen: Sarcastic Coding Assistant},
+```
+@misc{stephen,
+  title = {Stephen: Sarcastically Trained Engine Pretending to Humor Every Nonsense},
   author = {dgtalbug},
   year = {2025},
   howpublished = {\url{https://huggingface.co/dgtalbug/stephen}}
-}
-```
+}