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Supporting the Open Supply AI Neighborhood

Supporting the Open Supply AI Neighborhood

2023-08-30 11:37:23

We consider synthetic intelligence has the ability to save the world—and {that a} thriving open supply ecosystem is important to constructing this future.

Fortunately, the open supply ecosystem is beginning to develop, and we at the moment are seeing open supply fashions that rival closed-source alternate options. A whole lot of small groups and people are additionally working to make these fashions extra helpful, accessible, and performant.

These initiatives push the state-of-the-art in open supply AI and assist present a extra strong and complete understanding of the expertise. They embrace: instruction-tuning base LLMs; eradicating censorship from LLM outputs; optimizing fashions for low-powered machines; constructing novel tooling for mannequin inference; researching LLM safety points; and plenty of others.

Nevertheless, the individuals behind these initiatives usually don’t have the sources accessible to pursue their work to conclusion or preserve it in the long term. The state of affairs is extra acute in AI than conventional infrastructure, since even fine-tuning fashions requires vital GPU computing sources, particularly as open supply fashions get bigger.

Compulsory xkcd homage (original)

To assist shut this useful resource hole, we’re saying in the present day the a16z Open Supply AI Grant program. We’ll help a small group of open supply builders by means of grant funding (not an funding or SAFE word), giving them the chance to proceed their work with out the strain to generate monetary returns.

We’re additionally saying the primary batch of grant recipients and funded initiatives:

We wish to thank them for his or her contributions to the sector, and for fostering open collaboration, studying, and development in AI.

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The views expressed listed below are these of the person AH Capital Administration, L.L.C. (“a16z”) personnel quoted and usually are not the views of a16z or its associates. Sure info contained in right here has been obtained from third-party sources, together with from portfolio firms of funds managed by a16z. Whereas taken from sources believed to be dependable, a16z has not independently verified such info and makes no representations concerning the enduring accuracy of the knowledge or its appropriateness for a given state of affairs. As well as, this content material could embrace third-party ads; a16z has not reviewed such ads and doesn’t endorse any promoting content material contained therein.

This content material is offered for informational functions solely, and shouldn’t be relied upon as authorized, enterprise, funding, or tax recommendation. You need to seek the advice of your personal advisers as to these issues. References to any securities or digital belongings are for illustrative functions solely, and don’t represent an funding suggestion or provide to offer funding advisory companies. Moreover, this content material is just not directed at nor supposed to be used by any buyers or potential buyers, and will not beneath any circumstances be relied upon when making a call to spend money on any fund managed by a16z. (An providing to spend money on an a16z fund will probably be made solely by the non-public placement memorandum, subscription settlement, and different related documentation of any such fund and ought to be learn of their entirety.) Any investments or portfolio firms talked about, referred to, or described usually are not consultant of all investments in automobiles managed by a16z, and there could be no assurance that the investments will probably be worthwhile or that different investments made sooner or later could have related traits or outcomes. An inventory of investments made by funds managed by Andreessen Horowitz (excluding investments for which the issuer has not offered permission for a16z to reveal publicly in addition to unannounced investments in publicly traded digital belongings) is offered at https://a16z.com/investments/.

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