Introducing the AnnData DuckDB extensionAt MiraOmics we look at a lot of H5AD files. We have a database of over a thousand of them, not to mention several of the public data sources. Pretty much every time I have a new file, the first thing I want to do is run a few queries on it to under...Jan 12, 2026·13 min read
Lab Notes: Comparing GenePT and scGPTIn the spirit of “Learning in Public,” and “learning exhaust,” I’m going to start adding “Lab Notes” blog posts that chronicle little discoveries or failures that I have along the way to a larger goal. This is the first! Background I’m collaborating ...Feb 20, 2025·9 min read
One thing I learned: weight streaming probably works well on GPUsI wonder why it isn't a thing...Dec 13, 2024·7 min read
One thing I learned: embeddings are task-specificWe should probably include a prompt or fine tune to a specific type of taskNov 28, 2024·5 min read
Is it the model or the data that's low rank?Thoughts on LoRA Quantization Loss RecoveryAug 11, 2024·4 min read
Can we improve quantization by fine tuning?or post-post-training-quantization-training :)Jul 12, 2024·8 min read