[Docs] Reduce custom syntax used in docs (#27009)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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@@ -60,7 +60,7 @@ With the help of dummy text and automatic prompt updating, our multi-modal proce
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## Processor Output Caching
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Some HF processors, such as the one for Qwen2-VL, are [very slow](gh-issue:9238). To alleviate this problem, we cache the multi-modal outputs of HF processor to avoid processing the same multi-modal input (e.g. image) again.
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Some HF processors, such as the one for Qwen2-VL, are [very slow](https://github.com/vllm-project/vllm/issues/9238). To alleviate this problem, we cache the multi-modal outputs of HF processor to avoid processing the same multi-modal input (e.g. image) again.
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When new data is passed in, we first check which items are in the cache, and which ones are missing. The missing items are passed into the HF processor in a single batch and cached, before being merged with the existing items in the cache.
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