Deep learning Examples roadmap

lancedb / lance-deeplearning-recipes

Deep Learning how-to's using Lance file format

Apache License 2.0

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Closed AyushExel closed 2 weeks ago

AyushExel commented 4 months ago

One end-to-end example for each of:

[x] LLM pre-training dataset creation and training
[x] Detection/segmentation Dataset creation and training
[x] Multi-modal dataset creation and training
[x] Compare system utilization, time per epoch etc.
[x] Parallelised dataset creation, updation, versioning, filtering on the fly while training examples.

Notebook tutorials:

[x] EDA with lance datasets. Cover dataset lifecycle - creation, updation. Show ingesting various data types

tanaymeh commented 4 months ago

Let's make individual tickets for them and take them one by one.

AyushExel commented 4 months ago

Sounds good