Boardroom Club

Open Source Models Could Outperform Frontier Models | Fireworks AI Co-Founder | Apex Series


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Watch our exclusive interview with Benny Yufei Chen, Co-Founder of Fireworks AI.


Fireworks raised ~$327M, most recently at a $4B valuation to change the AI space, enabling the enterprises to own the model themselves.


We started by exploring Fireworks AI's mission of enabling companies to access, fine-tune, and deploy #AI models through a simple platform - and the significant #cost savings potential.


We then shifted to the #developer perspective, exploring how teams should choose a base model for Reinforcement Fine-Tuning (#RFT) and the impact considering the customization thereafter.


As many organizations still rely on closed-source models, we dove into the advantages of #OpenSource alternatives and the key tradeoffs involved.


We discussed the launch of #FireFunctionV2 and how it has changed the game for function-calling models and AI applications.


Other interesting topics we covered:

-  Can open-source models outperform frontier models?

- The tradeoff between cost, latency, and model quality and does it depend on the vertical?

- Advice for Founders


And guess what's is Benny's favorite #movie is? 🛸🌌🪐


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Interviewers: Yossi Garmazi & Ellie Bleiberg


#ai #tech #agent #RFT #OpenSource

Chapters:

00:00 Why Open Source?

00:34 Intro

01:14 From Meta to Fireworks

03:13 What is RFT?

04:39 Raising Money in the AI era

06:54 Fireworks Customers

08:48 Developers & RFT

11:02 Why move from Closed-Source to Open Source?

13:10 FireFunction V2

15:19 Open Source to outperform Frontier models?

16:33 Lessons from Meta Vs the new AI world

19:17 Tradeoff between Cost, Latency and Model

20:26 Lessons from the AI World

23:28 Maintaining rigorous valuation & Startup speed

25:09 Principles by Ray Dalio

26:48 Advice for Product Leaders

28:29 Mentors

29:11 Hobbies

30:02 Coffee Question

30:44 Favorite Movie

...more
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