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→ View original post on X — @hwchase17

Kor: Open-source extraction tool for structured data

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@hwchase17

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16 May 2023 16h16

check out kor for all things extraction https://
github.com/eyurtsev/kor

Fine-tuning Whisper with Common Voice 13 Guide

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16 May 2023 15h25

Last but not the least! This guide also walks you through the process of fine-tuning a Whisper checkpoint with Common Voice 13!

PEFT enables Whisper large fine-tuning on consumer GPUs efficiently

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16 May 2023 15h25

For a full fine-tuning run, on a @GoogleColab T4 GPU, Whisper large model throws an OOM. Through PEFT, we are not just able to fine-tune the Whisper large checkpoint but also squeeze in a batch size of 24 in < 8GB VRAM on a consumer GPU

PEFT Enables Sub-60MB Model Checkpoints for Portability

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16 May 2023 15h25

It gets better, thanks to the magic of PEFT, the resultant checkpoints are less than 60MB in size! Thereby, making a strong case for model weights portability! Learn more about it here:

5x Faster Whisper Fine-tuning with LoRA and PEFT

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16 May 2023 15h25

After 70x faster Whisper, we present to you – 5x faster Whisper fine-tuning! Powered by LoRA and PEFT – Squeeze in 5x larger batch sizes, fit Whisper-large checkpoint < 8GB VRAM! Best part? With almost no degradation in WER! Check it out: https://
github.com/Vaibhavs10/fas
t-whisper-finetuning
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→ View original post on X — @marek_rosa

Integration and reliability testing of AI system components

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@marek_rosa

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16 May 2023 10h29

Yeah. We already have these parts working. Now we are integrating it all together and making sure it works reliably.

→ View original post on X — @databricks

Databricks Terraform Registry Modules Launch for Lakehouse

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@databricks

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16 May 2023 3h24

ICYMI: We recently launched the experimental #Terraform Registry modules for Databricks, a set of 30+ reusable Terraform modules and examples to provision your #Lakehouse! See how you can easily get started using and contributing to this project