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README.md

@@ -20,4 +20,18 @@ tags:
 
 ## Reproduction
 
+```python
+from compressed_tensors.entrypoints.convert import convert_checkpoint, MagnitudeExpertPruner
 
+convert_checkpoint(
+    model_stub="Qwen/Qwen3.8-Flash-Next",
+    save_directory="Qwen3.8-Flash-Next-MEP50",
+    converter=MagnitudeExpertPruner.from_pretrained(
+        "Qwen/Qwen3.8-Flash-Next",
+        router_pattern=r"language_model\.layers\.\d+\.mlp\.gate\.weight$",
+        expert_pattern=r"language_model\.layers\.\d+\.mlp\.experts\.(gate_up_proj|down_proj)$",
+        sparsity=0.5,
+    ),
+    max_workers=8,
+)
+```