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Austin Wang

@austintwang.bsky.social
195 followers 379 following 12 posts

Stanford CS PhD student working on ML/AI for genomics with @anshulkundaje.bsky.social austintwang.com

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Austin Wang @austintwang.bsky.social · 11/12/2024
(7/10) DNALMs struggle with more difficult tasks. Furthermore, small models trained from scratch (<10M params) routinely outperform much larger DNALMs (>1B params), even after LoRA fine-tuning! Our results on the hardest task - counterfactual variant effect prediction.
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Austin Wang @austintwang.bsky.social · 11/12/2024
(6/10) We introduce DART-Eval, a suite of five biologically informed DNALM evaluations focusing on transcriptional regulatory DNA ordered by increasing difficulty.
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