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Ask HN: Feasible to build open-source GATO Foundation Model?
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3 points
by hsikka
1155 days ago
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I run a small distributed research community, and recently have been considering building a GATO (https://openreview.net/forum?id=1ikK0kHjvj) equivalent model. This would be extremely challenging, but I think could be a very interesting project, if only from the perspective of all the tacit knowledge you build in trying to build a SOTA Foundation model. Details are extremely limited in the paper, but the grand challenges I see are: - building an equivalent dataset across so many different modalities
- model design given limited architecture details. It is a seq to seq foundation model with a high level embedding function to map different modalities to sequence space,
- Actually training such a model Our research group discord: https://discord.gg/yyqqhwXE
Just wanted to share and ask the HN community for feedback around feasibility and scoping/organizing such an effort. |
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