Update README.md

README.md

@@ -1,3 +1,50 @@
----
-license: apache-2.0
----
+---
+license: apache-2.0
+language:
+- ar
+base_model:
+- iko-01/marocAI
+pipeline_tag: text-generation
+library_name: transformers
+tags:
+- maroc
+- AI
+- learn
+---
+
+
+
+HOW TO USE IT :
+```python
+TEST_PROMPTS = [
+    "اشنو هو الذكاء الاصطناعي (AI) بصفة عامة؟",
+    # U CAN ADD MORE Q in darija moroccain !
+
+def generate_answer(prompt, max_new_tokens=150):
+    full_prompt = f"Question: {prompt}\nAnswer:\n"
+    out = pipe(full_prompt, max_new_tokens=max_new_tokens, do_sample=False)[0]['generated_text']
+    if out.startswith(full_prompt):
+        generated = out[len(full_prompt):]
+    else:
+        generated = out.split('Answer:')[-1]
+    if '\n\n' in generated:
+        generated = generated.split('\n\n')[0].strip()
+    return generated.strip()
+
+results = {p: generate_answer(p) for p in TEST_PROMPTS}
+
+html_blocks = []
+for q,a in results.items():
+    html_blocks.append(f"<h3>Question:</h3><p>{q}</p><h3>Answer:</h3><p class='ans'>{a.replace('\n','<br/>')}</p><hr/>")
+
+html = """
+<div>
+<button onclick="var els=document.getElementsByClassName('ans'); for(var i=0;i<els.length;i++){els[i].style.fontSize=(parseInt(window.getComputedStyle(els[i]).fontSize)+4)+'px'}">A+ (increase)</button>
+<button onclick="var els=document.getElementsByClassName('ans'); for(var i=0;i<els.length;i++){els[i].style.fontSize=(parseInt(window.getComputedStyle(els[i]).fontSize)-4)+'px'}">A- (decrease)</button>
+<div style='margin-top:10px'>{content}</div>
+</div>
+""".replace('{content}', ''.join(html_blocks))
+print(html)
+```
+
+- this is bad model witch Eval loss: 1.7146, Perplexity: 5.55