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@@ -45,9 +45,9 @@ use any connector to interact with gguf file(s), i.e., [gguf-connector](https://
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  #### model quality
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- to understand the capabilities, we compare `phi-4` with a set of models over OpenAI’s SimpleEval benchmark.
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- at the high-level overview of the model quality on representative benchmarks. For the table below, higher numbers indicate better performance:
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  | **Category** | **Benchmark** | **phi-4** (14B) | **phi-3** (14B) | **Qwen 2.5** (14B instruct) | **GPT-4o-mini** | **Llama-3.3** (70B instruct) | **Qwen 2.5** (72B instruct) | **GPT-4o** |
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  |------------------------------|---------------|-----------|-----------------|----------------------|----------------------|--------------------|-------------------|-----------------|
 
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  #### model quality
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+ to understand the capabilities, we (here refer to microsoft side) compare `phi-4` with a set of models over OpenAI’s SimpleEval benchmark.
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+ at the high-level overview of the model quality on representative benchmarks; for the table below, higher numbers indicate better performance:
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  | **Category** | **Benchmark** | **phi-4** (14B) | **phi-3** (14B) | **Qwen 2.5** (14B instruct) | **GPT-4o-mini** | **Llama-3.3** (70B instruct) | **Qwen 2.5** (72B instruct) | **GPT-4o** |
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  |------------------------------|---------------|-----------|-----------------|----------------------|----------------------|--------------------|-------------------|-----------------|