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update doc as per old commit
transferred changes from old PR (https://github.com/qdrant/docs/pull/122) over to new docsite + a few more minor changes
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@@ -280,7 +280,7 @@ There are 3 possible modes to place storage of vectors within the qdrant collect
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- **Original on Disk, quantized in RAM** - this is a hybrid mode, allows to obtain a good balance between speed and memory usage. Recommended scenario if you are aiming to shrink the memory footprint while keeping the search speed.
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This mode is enabled by setting `always_ram` to `true` in the quantization config while using mmap storage:
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This mode is enabled by setting `always_ram` to `true` in the quantization config while using memmap storage:
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```http
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PUT /collections/{collection_name}
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