Update README.md

README.md

@@ -68,6 +68,26 @@ The ATLAS framework, using this teacher model, produces the following improvemen
 
 `ATLAS-8B-Thinking` is not a standard instruction-tuned model for direct chat. It is a core component of the ATLAS training framework, designed to interact with a "student" model in a two-pass process.
 
+### Loading the Model
+
+**Important:** This model requires `trust_remote_code=True` due to custom Qwen3 architecture components.
+
+```python
+  from transformers import AutoModelForCausalLM, AutoTokenizer
+
+  # Load the teacher model
+  teacher_model = AutoModelForCausalLM.from_pretrained(
+      "Arc-Intelligence/ATLAS-8B-Thinking",
+      trust_remote_code=True,  # Required for custom architecture
+      torch_dtype=torch.bfloat16  # Recommended for efficiency
+  )
+
+  teacher_tokenizer = AutoTokenizer.from_pretrained(
+      "Arc-Intelligence/ATLAS-8B-Thinking",
+      trust_remote_code=True
+  )
+```
+
 ### Conceptual Usage
 
 The following is a simplified, conceptual example of the ATLAS interaction loop. The full implementation is available in the official repository.