Towaki Takikawa / 瀧川永遠希
@yongyuanxi • 10,645 subscribers
CEO @Outerport (YC S24), ex Research Scientist @NVIDIA, AI for design and engineering
Videos
I left my job at NVIDIA last year... and now I co-founded @outerbasis and started a position as ceo sararīman!! (also we're part of the current Y Combinator S24 batch 😎) With new tech come new formats, and with new formats come new distribution tech. We've seen this with cameras ➡️ JPEGs ➡️ social media and cgroups ➡️ containers ➡️ orchestration. Just like how cameras capture a slice of the photon stream around us, generative AI is a 'data camera' that allows us to snapshot the society that we live in. The new format from this capture device are model weights, which require tailored distribution solutions for them. @outerbasis is a registry for model weights that lets you store model weights and orchestrate the distribution of them onto GPU servers. The system uses tech optimized for streaming weights into the servers as fast as possible- so researchers can deploy updates without downtime and ops admins can orchestrate hot swapping between models. I've been super excited about streaming, compression, and neural networks for the last N years... but now I'm excited to build a system to support of this evermore exciting ecosystem of foundation model weights!! Please reach out if this sounds interesting / useful to you!! (and you can find more details on our YC launch: (The video is a small demo of our model hotswapping)
Towaki Takikawa / 瀧川永遠希51,266 次观看 • 1 年前
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