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load chunk from sorted ark files #146

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mennetob
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Loading from sorted ark files, speeds up the data loading significantly. It should not change the outcome significantly, since the segments are later reordered by sequence length for batching anyways.

Implementation structure leaves the option open to make this configurable later

@TParcollet
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@mravanelli ok to merge that? Seems ok to me.

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