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@@ -50,6 +50,11 @@ QwQ-32B-ArliAI-RpR-v1 is the first release in the RpR series. It is a 32-billion
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  * **Learning Rate**: 0.000005
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  * **Gradient accumulation**: 32
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  ### How to use reasoning models correctly in ST
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  <img src="RpR-ST-Settings.png" alt="Important settings in ST for reasoning models" width="600" />
 
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  * **Learning Rate**: 0.000005
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  * **Gradient accumulation**: 32
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+ ### Quantization
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+ * **BF16**: https://huggingface.co/ArliAI/QwQ-32B-ArliAI-RpR-v1
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+ * **GGUF**: https://huggingface.co/ArliAI/QwQ-32B-ArliAI-RpR-v1-GGUF
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  ### How to use reasoning models correctly in ST
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  <img src="RpR-ST-Settings.png" alt="Important settings in ST for reasoning models" width="600" />