Shreya Shankar
4 statements across 3 episodes · 3 bullish · 0 bearish · 2 people on the record · first statement Sep 28, 2024 by Shreya Shankar · across every show →
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Sep 28, 2024 bullish
Sep 28, 2024
Shankar: Decompose LLM pipelines into unit tasks with standalone intermediate assertions
“The idea is to have each node in your graph kind of be a standalone, do a standalone thing that you can have standalone assertions for. And if you think about, you know, infinitely many inputs flowing through your pipeline, there's going to be some fraction of…”
Nov 29, 2024 positive
Shreya Shankar: Chunking efficacy is task-specific, requiring automated pipeline optimization
“Sometimes it's beneficial to chunk and sometimes you should not chunk. And we have observed this in a number of workloads and the insight that we've gained is that we will never know what it's all task specific and data specific. And we are so further convince…”