bugfix kv cache quantization with ignored layers #1312
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kylesayrs
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Apr 1, 2025
Signed-off-by: Brian Dellabetta <[email protected]>
Signed-off-by: Brian Dellabetta <[email protected]>
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@kylesayrs I originally started with that, but since this is always incremented it ends up being a smaller footprint and we can still get by with easy access with |
rahul-tuli
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Apr 2, 2025
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SUMMARY:
Users may ignore some layers in configuration, meaning list indices may not correspond to a given layer index when values are being appended to a list for each layer. We must account for that case by padding list so that index of lists always corresponds to layer_idx
Resolves #1295 . I can confirm i see the error original poster is reporting, using their recipe with
meta-llama/Meta-Llama-3-8B-Instruct, and that this PR resolves it. I am able to runlm_evalon the quantized model. I will move this to ready for review to get feedback.TEST PLAN:
Add doctests to unit test new helper function, not sure if these get tested though.