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When to SHARD in SOLR?

From reading on Sharding in SOLR, it is being said that - when an index becomes too large to fit on a single system, an index can be split into multiple shards. How much is too large ? How much amount of indexed data is too large to consider sharding in SOLR?

To me, too large means one or combination of the following:

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