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Factor out sharding of packed tensors #2059

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merged 1 commit into from
Jun 20, 2024

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What does this PR do?

For Phi-3-Small I need to shard a packed QKV bias tensor, for which I implemented the Weights.get_packed_sharded method. However, this method can also replace the Weights._get_qweight method and the custom sharding code from Weights.get_weights_col_packed.

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drbh
drbh previously approved these changes Jun 19, 2024
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lgtm!

For Phi-3-Small I need to shard a packed QKV bias tensor, for which
I implemented the `Weights.get_packed_sharded` method. However, this
method can also replace the `Weights._get_qweight` method and the
custom sharding code from `Weights.get_weights_col_packed`.
@danieldk danieldk force-pushed the maintenance/packed-sharded-refactor branch from c0f201c to 8fc4b84 Compare June 20, 2024 06:57
@danieldk danieldk merged commit bcb3faa into main Jun 20, 2024
6 checks passed
@danieldk danieldk deleted the maintenance/packed-sharded-refactor branch June 20, 2024 07:56
@Narsil Narsil mentioned this pull request Jun 24, 2024
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yuanwu2017 pushed a commit to yuanwu2017/tgi-gaudi that referenced this pull request Sep 26, 2024
For Phi-3-Small I need to shard a packed QKV bias tensor, for which
I implemented the `Weights.get_packed_sharded` method. However, this
method can also replace the `Weights._get_qweight` method and the
custom sharding code from `Weights.get_weights_col_packed`.
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2 participants