Update README.md

README.md

@@ -12,7 +12,7 @@ tags:
 - instruction-following
 - text-generation
 - merged_16bit
-base_model: unsloth/Qwen3-14B
+base_model: beetlware/Bee1reason-arabic-Qwen-14B
 datasets:
 - beetlware/arabic-reasoning-dataset-logic
 ---
@@ -81,12 +81,7 @@ model = AutoModelForCausalLM.from_pretrained(
 # Ensure the model is in evaluation mode for inference
 model.eval()
 ```
-### --- Example for Inference with Thinking Steps (if the model was trained to produce them) ---
-### Qwen3 models expect special tags for thinking <think>...</think>
-### To enable thinking mode during inference (if supported by the fine-tuned model):
-### You might need to craft the prompt to ask the model to think.
-### Unsloth-trained Qwen3 models often respond to enable_thinking in tokenizer.apply_chat_template.
-### For a merged model, its ability to show <think> depends on the training data.
+
 ```python
 user_prompt_with_thinking_request = "استخدم التفكير المنطقي خطوة بخطوة: إذا كان لدي 4 تفاحات والشجرة فيها 20 تفاحة، فكم تفاحة لدي إجمالاً؟" # "Use step-by-step logical thinking: If I have 4 apples and the tree has 20 apples, how many apples do I have in total?"