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@@ -43,12 +43,6 @@ For quantized baselines, we use **unsloth/DeepSeek-R1-Distill-Qwen-1.5B-Q8\_0**
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- ## Hardware Used
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- The quantization-aware training (QAT) of the Dheyo models and the benchmarking of all model variants were conducted on a cluster equipped with **AMD Instinct MI300X GPUs**. Each GPU provides 192 GB of HBM3 memory and high memory bandwidth, making them well-suited for running large quantized models efficiently. All evaluations were performed using the **llama.cpp** backend, optimized for low-precision inference.
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  ## Benchmark Results
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  ### Math500 Pass@1 and GPQA Diamond Pass@1 Benchmarks
 
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  ## Benchmark Results
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  ### Math500 Pass@1 and GPQA Diamond Pass@1 Benchmarks