Update README.md

README.md

@@ -60,25 +60,6 @@ This repo contains:
 
 ---
 
-## 🚀 Quick Start (Transformers)
-
-```python
-from transformers import AutoTokenizer, AutoModelForCausalLM
-
-MODEL = "Daizee/Dirty-Calla"
-tok = AutoTokenizer.from_pretrained(MODEL, use_fast=True)
-model = AutoModelForCausalLM.from_pretrained(MODEL, device_map="auto")
-
-# Gemma-3 style chat template (example)
-dialog = [
-    {"role": "system", "content": "You are Dirty-Calla, a bold, stylish fiction writer. Be vivid and punchy."},
-    {"role": "user", "content": "Give me a one-paragraph teaser for a dramatic, slow-burn romance. Keep it PG-13."}
-]
-prompt = tok.apply_chat_template(dialog, tokenize=False, add_generation_prompt=True)
-inputs = tok(prompt, return_tensors="pt").to(model.device)
-out = model.generate(**inputs, max_new_tokens=220, temperature=0.9, top_p=0.9)
-print(tok.decode(out[0], skip_special_tokens=True))
-
 **SAMPLE of Q8_0)**
 
 Prompt: write a sensual story of two college rivals on a trip who get stuck sharing a hotel room because of a mix up.