"A 4-year-old child has seen 50x more information than the biggest LLMs that we have." - @ylecun
20mb per second through the optical nerve for 16k wake hours ๐คฏ
LLMs may have consumed all available text, but when it comes to other sensory inputs...they haven't even started.
Aligned conversational AI remains out of reach for most. Leading proprietary chatbots demand immense compute resources and human oversight, placing cutting-edge performance beyond the capabilities of many organizations.
Open-source models struggle to match proprietary assistants in effectively understanding and responding to diverse user needs. This results in confusion, misalignment, and unsatisfied customers.
ZEPHYR-7B breaks down these barriers. Through novel distillation techniques, this 7B parameter chatbot achieves alignment rivaling select 70B industry models designed with extensive human feedback.
ZEPHYR surpasses other open models on benchmarks measuring conversational ability. It requires no costly human labeling, enabling rapid training on modest compute.
While work remains to address biases, safety procedures, and scaling, ZEPHYR-7B represents a major step toward accessible aligned AI. It brings customizable, transparent chatbots with proprietary-grade alignment within reach.
Don't settle for misaligned assistants.
Five @highalpha portfolio members are headed to this week's Grace Hopper Conference (@ghc) to share insights on how their experience in startups has catapulted their careers.
Check out their full stories below.
#ghc2023
https://t.co/4gUHkNLw4M
Exciting news! Talent Acquisition Partner Ashley Blevins and four female engineers in our portfolio will be speaking at the Grace Hopper Conference, the largest gathering of women technologists.
Let us know if you're going to be in the area, and we'll introduce you to the team!
@charrtay, the Director of Data Science at @eigindy, is dedicated to using AI to best serve customers. Check out Imagine Thinking: A Summary of Our Master Class to learn more.
https://t.co/HI63JFGvIZ
#ai#generativeai
1/13 ๐งต๐ก Ever wondered how to handle token limitations of LLMs? Here's one strategy of the "map-reduce" technique implemented in @langchain ๐ฆ๐
Let's deep dive! @hwchase17 's your PR is under review again๐
Introducing: @sequoia's latest market map!
AI is rewriting what software can do. AI is also rewriting how software is made.
Maybe Copilot is just the start. What else can AI do for developers? What about devops engineers?
You need to accept failure to innovate big.
Innovation advances through a combination of small tweaks & giant leaps. In this paper on programming contests, there were 16 small improvements for every leap, and most leaps made things worse, but when they succeeded they were huge.
Big news today! Congratulations to @BrentJOakley and the entire @Vibenomics team on their acquisition. Read more about the news: https://t.co/NJRr1jW5G1
Getting sleep is important if you want to act like a decent human being. When people donโt sleep enough they become less likely to help other people the next day.
This it true at the individual level, among people, & even at the level of entire societies. https://t.co/hIiONQjqLY
Carlos Alcaraz, 19y3d, beats Alexander Zverev 6-3, 6-1 to win Madrid.
He is the youngest ever player to win this tournament.
His season:
Madrid 1000 W
Miami 1000 W
Barcelona 500 W
Rio 500 W
Indian Wells 1000 SF
28-3 - most wins and best winning % in 2022.
๐ HIS TIME IS NOW ๐
18-year-old @alcarazcarlos03 wins a FIRST MASTERS 1000 TITLE, defeating Ruud 7-5 6-4 to become the youngest male champion in #MiamiOpen HISTORY!