Update README.md

README.md

@@ -67,12 +67,19 @@ This model is particularly well-suited for:
 - Experimentation in AI alignment, safety research, and robustness testing.
 - Agentic workflows where predictable and safe autonomous behavior is required.
 
-## Prompting Guidance
+## GGUF Status
 
-To unlock the model's full potential, we strongly recommend using explicit constraints and structured requests that leverage its thinking capabilities. 
+GGUF artifacts are currently **in active development** and validation.
 
-**Recommended Prompt Structure:**
-> "Analyze the following problem. Reason through it step-by-step inside `<think>` tags, and then provide a concise final answer outside the tags."
+At this stage, we recommend using the **BF16 Transformers checkpoint** for stable results.
+Updated and fully validated GGUF builds will be published in future releases.
+
+**For Ollama**
+
+```bash
+ollama create qwen35-safety-thinking-bf16 -f Modelfile
+ollama run qwen35-safety-thinking-bf16
+```
 
 ## Organization
 
@@ -88,7 +95,7 @@ If you utilize this model in your research or applications, please cite it as fo
   title = {Qwen3.5-4B-Safety-Thinking: A Reasoning and Safety Aligned Model},
   year = {2026},
   publisher = {Hugging Face},
-  howpublished = {\url{https://huggingface.co/Merlin-Research/Qwen3.5-4B-Safety-Thinking}},
+  howpublished = {\url{https://huggingface.co/MerlinSafety/Qwen3.5-4B-Safety-Thinking}},
   note = {Base model: Qwen/Qwen3.5-4B}
 }
 ```