Rajko Radovanović @ ICLR 2024 Profile Banner
Rajko Radovanović @ ICLR 2024 Profile
Rajko Radovanović @ ICLR 2024

@rajko_rad

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AI/infra @a16z (partner to amazing teams eg @MistralAI @udiomusic ); Enjoy most things outdoors, care about democracy in 🇷🇸🇭🇷🇸🇮🇧🇦🇲🇪

San Francisco, California
Joined October 2011
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@rajko_rad
Rajko Radovanović @ ICLR 2024
2 years
Highlighted posts 🧵👇
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@rajko_rad
Rajko Radovanović @ ICLR 2024
2 years
@retttx @hdjirdeh @PlausibleHQ @calendso I’ve been collecting a landscape, so many great cos, publishing a blog post about this in next couple days… Hadn’t heard of Jitsu and Baserow, let me know if anything else comes to mind, thanks :)
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@rajko_rad
Rajko Radovanović @ ICLR 2024
1 year
I'm back !! After a 10 day stint climbing, fly fishing, and generally sleeping in a car around California, very happy to share that I have joined the infra team at @a16z , partnering with teams pushing the boundaries of AI products and research !!
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@rajko_rad
Rajko Radovanović @ ICLR 2024
2 years
@simonw Excel… as would 99% of the world, don’t think This thread is super representative 😅 Once you hit 1M, I’d usually use pandas, but less technical folks I’ve seen use Microsoft Access… also if I wanted to plot things locally I would go to tools like Tableau public version…
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@rajko_rad
Rajko Radovanović @ ICLR 2024
5 months
Really excited that my first new investment announcement at @a16z is a partnership with the incredible @arthurmensch , @GuillaumeLample , @tlacroix6 and @MistralAI team! @AnjneyMidha , @BornsteinMatt and I wrote up why we invested, and why open source AI matters!…
@AnjneyMidha
Anjney Midha
5 months
AI should be open. We are so excited to lead @MistralAI 's Series A, and partner with @arthurmensch @GuillaumeLample @tlacroix6 and team on their mission of delivering the best open models to the developer community
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@rajko_rad
Rajko Radovanović @ ICLR 2024
10 months
0/9🚨We worked with @replicatehq to make @MetaAI ‘s LLaMa-v2 immediately available to play with and embed in your apps🎁 We also took LLaMa-v2 for a spin, found examples where 13B outperforms chatGPT 3.5 (175B), and not! More context, links and examples below 👇🧵
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@rajko_rad
Rajko Radovanović @ ICLR 2024
2 years
1/ New blog post - Open Source Challengers: ▶️ Brief recap of trends, funding & deals ▶️ Why OSS wins and why that is good for the 🌏 ▶️ OSS expands into the application layer ▶️ The end of closed source software categories? OSS Challengers Below 👇🧵
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@rajko_rad
Rajko Radovanović @ ICLR 2024
1 month
1/ Incredibly excited to announce @BornsteinMatt and we @a16z have partnered w. the amazing @udiomusic team: @charlietcnash , @conormdurkan , @davidding , @yaroslav_ganin , and @avincentsanchez 🔥 Even more excited for their beta - see link! Samples 🧵👇
@udiomusic
udio
1 month
Introducing Udio, an app for music creation and sharing that allows you to generate amazing music in your favorite styles with intuitive and powerful text-prompting. 1/11
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@rajko_rad
Rajko Radovanović @ ICLR 2024
2 months
Courtesy of @ideogram_ai
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@rajko_rad
Rajko Radovanović @ ICLR 2024
1 year
1/ LLMs are democratizing AI - data shows @mattrickard 's JS prediction might come true, w. devs bypassing python... Downloads of the ' @OpenAI ' lib were 10x higher in Python vs. JS through Nov '22, but are currently both growing insanely fast... cc @OfficialLoganK @hwchase17
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@rajko_rad
Rajko Radovanović @ ICLR 2024
2 years
@alexandr_wang Fully agree - 'generative' is just 1 LLM task... Our ** Information Retrieval ** landscape below 👇 Applied ( @forethought_ai ) + infra ( @weaviate_io ) Much more than just Google vs. OAI! pls add/edit cc @InstabaseInc @YouSearchEngine @Neeva @gleanwork @union_ai @uniphore 🚀
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@rajko_rad
Rajko Radovanović @ ICLR 2024
27 days
Incredible performance and efficiency, all Apache 2.0 open, from the amazing @MistralAI team!!! I’m most excited for the SOTA OSS function calling, code and math reasoning capabilities!! Cc @GuillaumeLample @tlacroix6 @dchaplot @mjmj1oo @sophiamyang
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@arthurmensch
Arthur Mensch
27 days
Official now, very proud of the team! Apache 2.0 and instructed versions for your pleasure, available today on la Plateforme
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@rajko_rad
Rajko Radovanović @ ICLR 2024
1 year
1/ Had a great time talking about OSS business models, vector databases (e.g. @weaviate_io ), and AI alignment with @vitalygordon (thx for hosting!), @chsrbrts and @hausdorff_space ! Also using the opp. to share the OSS framework we discussed for the first time here on twitter :)
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@vitalygordon
Vitaly Gordon
1 year
The ninth episode of the podcast is up! @rajko_rad , @chsrbrts , and @hausdorff_space talk about GTM for technical founders, Vector Databases, and what can we do about evil AI? Enjoy!
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Rajko Radovanović @ ICLR 2024
3 months
Our inaugural meetup supporting OSS AI was a blast! 🚀 ▶️ An amazing discussion with @Percyliang , @jzemlin @MitchellBaker , moderated by @AnjneyMidha ▶️ A report on OSS AI by @BornsteinMatt and I ▶️ > 100 folks shaping OSS AI, including 24 co-hosts
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Rajko Radovanović @ ICLR 2024
1 year
Not sure why AI twitter silent, but awesome work on FlexGen by @ying11231 , @lm_zheng , @Hades317 , @m_ryabinin , @BeidiChen , et al Deploy LLMs on a single GPU! Up to 100x faster than other offloading-based systems. repo: paper:
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@rajko_rad
Rajko Radovanović @ ICLR 2024
2 years
@karpathy The fact that stable diffusion cost less than $500k to train is still crazy compared to what we had a thought two years ago!!
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@rajko_rad
Rajko Radovanović @ ICLR 2024
4 months
💥NEW: @BornsteinMatt and I made Github collection based on our LLM App Stack article! It's a structured directory of some of the top tools folks are using to build LLM-based applications, particularly with in-context learning vs. fine-tuning (coming as well). It also has some…
@a16z
a16z
4 months
Our Infra team published its initial take on the LLM App Stack back in June 2023, but this space is moving and growing incredibly fast. To help everyone keep up, and to encourage contributions, they’ve created a living list on GitHub. Check it out here:
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@rajko_rad
Rajko Radovanović @ ICLR 2024
1 year
OSS community and engagement around @LangChainAI is amazing - future is bright for composable LLM apps! 📈 #1 : OSS MAUs since launch, keeping pace w. early @huggingface growth 📈 #2 : weekly pip installs since launch, keeping pace with @TensorFlow 👏 👏 👏 @hwchase17 & community!
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@rajko_rad
Rajko Radovanović @ ICLR 2024
9 months
⚡️Long live the 'GPU poor' !!! ⚡️ 😅😋 But seriously, Open Source is one of my favorite values of the developer community and we are thrilled to be supporting some the individuals keeping it thriving in artificial intelligence ! 💪❤️
@BornsteinMatt
Matt Bornstein
9 months
[New program] a16z Open Source AI Grants Hackers & independent devs are massively important to the AI ecosystem. We're starting a grant funding program so they can continue their work without pressure to generate financial returns.
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Rajko Radovanović @ ICLR 2024
2 years
@nathanbenaich All great points. I think looking at revenue is quite misleading though, one has to look at margins… Open AI * could * have less revenue on every customer of Jasper, and yet end up with higher profit per customer / revenue that Jasper gains…
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@rajko_rad
Rajko Radovanović @ ICLR 2024
11 months
Awesome rundown by @BornsteinMatt of how we are seeing a first wave of LLM App architectures shape up! Was fun to help out and stay posted for more coming !!! Huge thanks once again to everyone who provided input!!
@BornsteinMatt
Matt Bornstein
11 months
New post: Emerging architectures for LLM applications We compiled a reference stack for developers building apps on top of LLMs, focused especially on in-context learning With @rajko_rad
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Rajko Radovanović @ ICLR 2024
2 years
Awesome event discussing recent AI progress like PaLM SayCan and Replit Ghostwriter with @achowdhery from @GoogleAI , @amasad , @Jeff_Burke14 and the @Replit team, as well as @mathemakitten from @huggingface Thanks for organizing @TreybigDavis !!
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Rajko Radovanović @ ICLR 2024
1 year
1/ Love @mattrickard ’s writing - going to take him to bat on this one :) I agree LLMs are much more accessible to a broader audience, @PromptableAI / @LangChainAI support for typescript proving this already - this wave is so exciting! BUT…
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@rajko_rad
Rajko Radovanović @ ICLR 2024
2 years
@nathanbenaich Also arguably Jasper is just the first that took off.. so long as there are 5-10 more large successful businesses, open AI will eventually make more than any of them individually, even in revenue…
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@rajko_rad
Rajko Radovanović @ ICLR 2024
1 year
My dad figured out how to use GPT-3 and is savage
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@rajko_rad
Rajko Radovanović @ ICLR 2024
10 months
More launches en route … cc the one and only @Mascobot
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@rajko_rad
Rajko Radovanović @ ICLR 2024
8 days
For those at ICLR, we are hosting a rooftop happy hour in central Vienna on Thursday evening together with our friends @MistralAI (cc @GuillaumeLample @sophiamyang ), @robrombach and more in support of OSS AI!! RSVP here - confirmations required:
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Rajko Radovanović @ ICLR 2024
3 months
⚡️DEVELOPER DEMO DAY ⚡️ We are excited to support @ollama , @replicate , @flydotio , @sourcegraph , @NousResearch and others organizing a **Local & open-source AI developer meetup** next Monday @SHACK15sf , in partnership with @cerebral_valley ! AI is still…
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@rajko_rad
Rajko Radovanović @ ICLR 2024
1 year
1/ I am blown away by the combo of deep research expertise + relentless product focus of @AravSrinivas , @denisyarats , @randomjohnnyh , @andykonwinski and team @perplexity_ai is now available on iOS 🔥 ... and we are thrilled to announce our partnership for their Series A!
@perplexity_ai
Perplexity
1 year
Announcing Perplexity AI’s iPhone app and series A funding! Perplexity provides instant answers and cited sources on any topic, now available on iPhone. With follow-up questions, voice search, and thread history, learn and explore faster than ever before.📱
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Rajko Radovanović @ ICLR 2024
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Rajko Radovanović @ ICLR 2024
1 year
Great piece on emerging usage patterns w LLMs ! One of the key primitives are vector databases - @weaviate_io ! Also excited for retrieval augmentation that bypasses context with models like deepmind’s Retro (link👇) Cc @hwchase17 @_Brian_Raymond 🙏
@hwchase17
Harrison Chase
1 year
Was fun to think about this with @_Brian_Raymond It's still early on, and things will change rapidly, but it's fun to start seeing some common patterns/abstractions emerge More on this soon 🙂
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Rajko Radovanović @ ICLR 2024
1 year
Silver lining to traveling for work conferences and a Sunday morning well spent 🌄
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Rajko Radovanović @ ICLR 2024
1 year
Living in SF these days is like a perpetual science camp hangout 😅 so much curiosity, innovation and builder energy!!! Well done @rachel_l_woods , @nonmayorpete , amazing hackathon today :)
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Rajko Radovanović @ ICLR 2024
2 years
10/ also note these bravo journos face daily intimidation and threats, including more public incidents such as @DraganaPeco ’s apartment being broken into in 2017 (I believe 2-3 more instances of this), but also regular wiretapping and tabloid smears
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@rajko_rad
Rajko Radovanović @ ICLR 2024
2 months
Come hack with us the weekend after GTC !! March 23-24th !!
@MistralAILabs
Mistral AI Labs
2 months
Thrilled to announce the first @MistralAI Hackathon in San Francisco on March 23-24! Sign up at: Keynote from Mistral AI founders: @arthurmensch & @GuillaumeLample . Mistral AI mentors: @dchaplot , @sandeep1337 , @theo_gervet , @mjmj1oo , @sophiamyang
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Rajko Radovanović @ ICLR 2024
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Rajko Radovanović @ ICLR 2024
1 year
I’m in awe of how @databricks , @matei_zaharia and team continuously reinvent fundamental tech as the way we use data and AI evolve over time… insanely polymath team…
@matei_zaharia
Matei Zaharia
1 year
Building a ChatGPT-like LLM might be easier than anyone thought. At @Databricks , we tuned a 2-year-old open source model to follow instructions in just 3 hours, and are open sourcing the code. We think this tech will quickly be democratized.
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Rajko Radovanović @ ICLR 2024
1 year
Well done @AmandaBrockUK , this is excellent!
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@rajko_rad
Rajko Radovanović @ ICLR 2024
5 months
Excited to invite fellow ML folks w. passion for Southeast Europe (🇸🇮🇲🇰🇭🇷🇷🇸🇲🇪🇧🇦) to a happy hour 4-6pm CT, at Bryant Park NOLA Drinks and food to be generously provided :))) P.s. AI-provided graphic below, slightly over-indexing on the ottoman heritage perhaps 😅
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Rajko Radovanović @ ICLR 2024
8 months
If you are building with LLMs, check out and fill in @mlopscommunity 's survey on evaluating LLMs! ➡️ There's already some great data and responses from builders. Will be an awesome community resource when it comes out!
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@rajko_rad
Rajko Radovanović @ ICLR 2024
3 months
2/ Previewing from a full report forthcoming: the power of extensibility in OSS! Today's hottest OSS LLM? A solo developer's passion project ( @TheBlokeAI ), quantizing other models! 9 out of the top 15 players are indie: names like @Teknium1 , @lmsys , @erhartford , @imhaotian !
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Rajko Radovanović @ ICLR 2024
1 year
Great hanging out with @CShorten30 and @mgoin_ @ NeurIPS today Went for a walk - not sure how anyone survives this humidity in the summer time 💧 💧💧
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@rajko_rad
Rajko Radovanović @ ICLR 2024
9 months
Awesome work @ideogram_ai - really fun to be able to add your own text to images :)))
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Rajko Radovanović @ ICLR 2024
1 year
I’m starting to think we need more public and clear data of FM/LLM economics and a timeline for when it will become sustainable for different types of use cases… kind of like how renewable energy source costs were tracked over the years…
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@rajko_rad
Rajko Radovanović @ ICLR 2024
5 years
Hahahaha hahah
@karapandza
karapandza 🤗
5 years
Potom mene pokušava da diskredituje u pismu Rektorki, dekanima, direktorima instituta, akademiji nauka... Gde me između ostalog optužuje da sam član matematičke klike odgovorne za ekonomsku krizu 2008. Pa čak pominje i potrošnju struje u kopanju bitkoina...
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Rajko Radovanović @ ICLR 2024
1 year
Congrats @ronefroni and team at @floxdevelopment ! Very excited for this one :)
flox is thrilled to release the flox CLI beta to the public as an open-source project! We're also announcing we have secured a $16.6M in Series A funding led by NEA, among others!
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Rajko Radovanović @ ICLR 2024
1 year
Ugh, how is @stephen_wolfram so consistently eloquent!? Extremely well formulated and compelling vision laid out below: Wonder if @hwchase17 and @LangChainAI could get an integration going here!
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Rajko Radovanović @ ICLR 2024
2 years
Great to see✨ @metabase ✨as the most loved internal / data analysis tool in the 2022 The State of Database Survey !! The survey includes 352 primarily full stack and backend devs and is support by @Basedash , @getarctype and @nocodebackend
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@rajko_rad
Rajko Radovanović @ ICLR 2024
1 year
AI and Crypto are actually opposites... Crypto: - Tons of value capture - No value delivery AI: - Tons of value delivery - No value capture Biggest thing they have in common is clueless people parading about them 😅
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Rajko Radovanović @ ICLR 2024
4 months
Very excited for us to partner w. the amazing @gravicle , @alexyu00 , and team @LumaLabsAI ! More importantly, go check out the new model: I can finally play Counter Strike as it was always intended >>> wearing traditional Serbian folk attire ofc 😇…
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@gravicle
amit ⚡️
4 months
Incredibly excited to release Genie 1.0 and welcome @a16z and @AnjneyMidha to Luma! Also, @baaadas is joining us as Chief Scientist, Matt to lead applied research, and @tuhin is leading design. Join us to advance intelligence through multimodal research
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Rajko Radovanović @ ICLR 2024
1 month
Per the usual, awesome work @shishirpatil_ !! real systems-level thinking about tool-use and agentic runtimes. Also, does @martin_casado have a double or something? I see him at work all day, and more often than not on calls or slack all evening too 😅
@shishirpatil_
Shishir Patil
1 month
📢Excited to release GoEx⚡️a runtime for LLM-generated actions like code, API calls, and more. Featuring "post-facto validation" for assessing LLM actions after execution 🔍 Key to our approach is "undo" 🔄 and "damage confinement" abstractions to manage unintended actions &…
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@rajko_rad
Rajko Radovanović @ ICLR 2024
2 years
0/ New Year's resolution: start writing! First blog post is live - had fun with this one Examines top trending Github repos in 2021 to better understand OSS and Dev culture Six areas covered, each recapped below 👇🧵
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@rajko_rad
Rajko Radovanović @ ICLR 2024
10 months
1/ @MetaAI 's LLaMa v1 catalyzed a fountain spring of OSS AI innovation: ➡️Alpaca ( @stanfordnlp ) ➡️Vicuña ( @lmsysorg ) ➡️WizardLM ( @WizardLM_AI ) OSS benefits privacy, latency, performance via fine-tuning, as well as inclusive research and community contributions to AI progress
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@rajko_rad
Rajko Radovanović @ ICLR 2024
1 year
Heavily using @GitHubCopilot in my work... Small hacks: alter generated functions to control for edge cases, iterative development works really well... It can also summarize @ProjectJupyter NB workflows from 10-15 cells and create a single clean function... huge timesaver...
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Rajko Radovanović @ ICLR 2024
2 years
8/ President @avucic ’s son continues to publicly consort with top suspected mob bosses A journalists electronics were once violently taken after making photographs of the same
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@rajko_rad
Rajko Radovanović @ ICLR 2024
2 years
@bernhardsson Fugue is interesting. Kind of like Modin but trying to be a bit more generalized while sticking to SQL and DFs I personally think limiting yourself to DFs might be too narrow scope down the line, generalized scale out will probs win e.g @raydistributed
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Rajko Radovanović @ ICLR 2024
2 years
2/ Rise of OSS Challengers - Application layer (I) Slack -> @RocketChat Notion -> @appflowy Calendly -> @calendso Airtable -> @nocodb Loom -> screenity
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@rajko_rad
Rajko Radovanović @ ICLR 2024
1 year
Awesome to see @SeMI_tech / @weaviate_io leading the vector search pack!
@Base10Partners
Base10
1 year
NEW: Base10 market map and research article from @tjnahigian & @LOAFonseca on Generative AI 🤖 We're seeing early signs of a platform shift that could rival that of Cloud. Full article on the Base10 website:
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Rajko Radovanović @ ICLR 2024
3 months
feeling the AGI today...
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Rajko Radovanović @ ICLR 2024
2 years
I ❤️ what @suzatweet and the @huggingface crew are doing with the @BigscienceW project in general, but just saw this live-updating tweet stream for BLOOM’s training and love it even more 😅👍 Congrats to the whole team and community!!
@BigScienceLLM
BigScience Large Model Training
2 years
▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓ 100%
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Rajko Radovanović @ ICLR 2024
1 year
Lol I tweeted 3-4 days ago “embodied models are coming” annnnndddd here they are now 😅😨🫣
@DannyDriess
Danny Driess
1 year
What happens when we train the largest vision-language model and add in robot experiences? The result is PaLM-E 🌴🤖, a 562-billion parameter, general-purpose, embodied visual-language generalist - across robotics, vision, and language. Website:
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Rajko Radovanović @ ICLR 2024
8 months
Kevin Scott, MSFT CTO, said this back in May btw, in response to @eladgil asking him about closed vs. OSS models: "Yeah, it is an interesting thing that people are framing it as some kind of binary thing. I think you're going to have a lot of both. We still don't see any reason…
@ClementDelangue
clem 🤗
8 months
I've said it and will say it again: #1 Smaller, cheaper, faster, more customized models will cover 99% of use-cases. You don't need a million dollar formula 1 to get to work everyday and you don't need a banking customer success chatbot to tell you the meaning of life! #2 All…
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Rajko Radovanović @ ICLR 2024
2 years
3/ Rise of OSS Challengers - Application layer (II) Tableu/Looker -> @metabase Mixpanel/Amplitude-> @posthog Google analytics -> @PlausibleHQ Zapier -> @n8n_io Figma -> @penpotapp
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Rajko Radovanović @ ICLR 2024
2 years
@sama Another interesting angle: what happens when new gen models completely flip the system architecture / change what is possible? prior to GPT3, companies used BERT/GPT2 to do text editing (eg Grammarly)… GPT3 made complete generation possible (eg Jasper/Copy) What is next?? RL?
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Rajko Radovanović @ ICLR 2024
2 years
A helpful explainer from the creator of SBERT himself! It appears research and understanding of Vector DBs and embeddings is still nascent even among leading NLP organizations... 😅 Hard problems are the best ones to solve!! Let's go @weaviate_io 🚀🚀🚀
@Nils_Reimers
Nils Reimers
2 years
👨‍🏫Why ANN benchmarking on random embeddings is a bad idea 📊 Today @JinaAI_ published the 1M benchmark, where some data stores like @weaviate_io appear to perform badly. But it is not their fault! 👎 Sadly the benchmark uses random embeddings, which is a terrible idea... 🧵
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Rajko Radovanović @ ICLR 2024
2 years
@OpenAI 's GPT-3 embeddings API can now be leveraged to build neural search systems power by @SeMI_tech 's Weaviate Vector DB 🙌
@weaviate_io
Weaviate • vector database
2 years
🎉 Weaviate v1.10.0 is here! Besides a lot of new features, we've released the OpenAI Weaviate module that directly integrates with @OpenAI 's embeddings API! You can now vectorize, search through, and even mix different ML models with the power of GPT-3 all out-of-the-box!
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@rajko_rad
Rajko Radovanović @ ICLR 2024
2 years
@de_stroy @swyx Dynatrace, new relic and datadog all roughly the same size in revenue, though datadog growing the fastest… Splunk triple plus, elastic same size… Most customers buy 5+ observability vendors… some of them are just the loudest / most talked about in retail investing :)
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@rajko_rad
Rajko Radovanović @ ICLR 2024
5 years
@serbia_forever @Maja12183365 @totd_RS Ako nema ničeg spornog sa time, zašto su i jedan i drugi lagali da se ne poznaju i da se nikad nisu videli u proteklim godinama? Možda bolje Andreja pitaj “šta sa tim”, očigledno on zna... @KRIKrs
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@rajko_rad
Rajko Radovanović @ ICLR 2024
1 year
2/ @LangChainAI is one of the top frameworks for LLMs apps, initially developed in Python, JS/TS version also growing fast... Potential separation ?? 1️⃣ JS/TS is LLM frontend (prompts, chaining, agents) 2️⃣Python abstracted by langchain.llms (custom models, fine tuning)
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@rajko_rad
Rajko Radovanović @ ICLR 2024
1 year
Amazing compilation (from intro to expert range) of the best resources to get up to speed on the cutting edge in AI today!! Amazing work @BornsteinMatt @derrickharris @appenz @a16z !!
@BornsteinMatt
Matt Bornstein
1 year
New post: the AI Canon We share all the papers, posts, articles, courses, and videos we've relied on to get smarter about LLMs and modern AI Compiled by @derrickharris @appenz and myself
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@rajko_rad
Rajko Radovanović @ ICLR 2024
1 year
I turn 30 next year and I still get myself to write more than a page of actual prose before the midnight hour kicks in …
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@rajko_rad
Rajko Radovanović @ ICLR 2024
11 months
If you want an intuitive and authoritative rundown of what to expect in the greater arc of LLM research, this is a great rundown by @sarahdingwang and @shangdaxu !!! Featuring insights by industry luminaries such as @NoamShazeer , @Dario_Amodei , @aidangomezzz , and @yshoham 🤯
@sarahdingwang
Sarah Wang
11 months
1/ When the initial magic of LLMs wore off, the discussion turned to their limitations. But here’s why @shangdaxu and I are more excited about what’s coming around the bend in AI 👇👇👇
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@rajko_rad
Rajko Radovanović @ ICLR 2024
2 years
7/ - Witness testimonies in early 2000s note Serbian minister of health Zlatibor Loncar as an aid in mob killings during 90s - photos surfaced of him hugging top mobsters in 90s - his apartment was transferred to him by wife of top mobster
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@rajko_rad
Rajko Radovanović @ ICLR 2024
2 years
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@rajko_rad
Rajko Radovanović @ ICLR 2024
1 year
@daraladje @pinecone 😨 Check out: @weaviate_io Also have a huge community with over 1.4K people!
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@rajko_rad
Rajko Radovanović @ ICLR 2024
2 years
In the last month two database cos have come out of SingleStore: one OLAP, and one OLTP - how poetic! Not sure what is says about the future of HTAP though !?? 🤔
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@rajko_rad
Rajko Radovanović @ ICLR 2024
2 years
Nice article on Vector DBs by @VentureBeat ’s @peterwayner ! Vector databases let you use AI/ML to query all data as ‘vectors’ across audio, text, images and video. Unlock powerful use cases like semantic search, recommendation engines, and clustering!
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@rajko_rad
Rajko Radovanović @ ICLR 2024
1 year
@garywupx @pinecone 🫣 sorry to hear that! Check out @weaviate_io
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@rajko_rad
Rajko Radovanović @ ICLR 2024
1 year
Important and continuously awesome alignment work by @tomekkorbak , @shi_kejian , @sleepinyourhat , @EthanJPerez et al. Kudos to @AnthropicAI for continuing to lead innovative research and approaches to less toxicity in mainstream models!
@johnjnay
John Nay
1 year
Pretraining LLMs w/ Human Preferences -Learn distribution over tokens conditional on prediction of human preference -LLM can learn from undesirable content while guiding not to imitate it -Better than standard practice of pretraining -> feedback Paper
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@rajko_rad
Rajko Radovanović @ ICLR 2024
1 year
@mattrickard @shomikghosh21 LLM Ops emerging as a layer of the stack above ML Ops tooling that support base model creation… publishing a view on this soon!
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@rajko_rad
Rajko Radovanović @ ICLR 2024
1 year
@debarghya_das Great data thank you!! Is it really SOTA though? GPT4 has existed for 7-8 months, who knows what anthropic is cooking 🥸🫣🤔
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@rajko_rad
Rajko Radovanović @ ICLR 2024
2 years
@sama A lot of the product differentiation they build on top of an LM should hold across models, even a more intelligent model won’t necessarily be better at correctly inferring human intentions which is where UI differentiation comes from…
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@rajko_rad
Rajko Radovanović @ ICLR 2024
1 year
*LLM-DevEx* ❌It's not about the experience of devs working with your LLMs... ✅It's about the experience of LLMs working with your devtools... But for real, this will be a thing... 1st step is good manifest files for @LangChainAI AIPluginTool and @OpenAI ChatGPT!!
@karpathy
Andrej Karpathy
1 year
Next frontier of prompt engineering imo: "AutoGPTs" . 1 GPT call is just like 1 instruction on a computer. They can be strung together into programs. Use prompt to define I/O device and tool specs, define the cognitive loop, page data in and out of context window, .run().
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@rajko_rad
Rajko Radovanović @ ICLR 2024
5 months
The second batch is here - congrats and thank you to everyone !!
@BornsteinMatt
Matt Bornstein
5 months
We're announcing the second batch of @a16z open source AI grants today This cohort focuses on: ▶️ tools for LLM training/ hosting/ evals ▶️ visual AI models & communities Thank you to the grantees for your contributions! More info in the linked post
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@rajko_rad
Rajko Radovanović @ ICLR 2024
2 years
@bernhardsson Did 60 interviews with heads of ML/Data ~1.5 years ago while at BCG AWS faved by software eng orgs, behind in data, investing like crazy in sagemaker, but lots of ‘vaporware’ GCP often won purely because of data offering. Tensorflow, TPUs, AI research, all huge advantages.
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@rajko_rad
Rajko Radovanović @ ICLR 2024
1 year
Welp @jordan_segall just saved us a bunch of time on an analysis I’ve been wanting to run myself for some time :) Lots of investors gradient descend these metrics in our minds over time and with ‘training’, but great to have some hard data for founders to refer to! 🙏👏🙂
@jordan_segall
Jordan Segall
1 year
(1/7) Excited to introduce Segfault, a newsletter focused on devtools. First up: I collected open source traction data from 80 startups at the time of their Seed/As to create a data-driven guide to OS fundraising and what successful OS traction looks like:
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@rajko_rad
Rajko Radovanović @ ICLR 2024
2 years
Very excited to partner with @bobvanluijt and @weaviate_io team to democratize access to semantic search !!
@bobvanluijt
Bob van Luijt
2 years
🎉🎉🎉 I'm super proud to announce that we closed our Series-A for $16M, led by the amazing @NEA and Cortical Ventures (with the participation of @ZettaVentures and ING Ventures)!
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@rajko_rad
Rajko Radovanović @ ICLR 2024
1 month
just used an LM to single shot fuzzy match 50 emails with names from two sheets with different columns 😅 Idk why but somehow I'm still have a wow moment about this Entity Resolution 😅
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@rajko_rad
Rajko Radovanović @ ICLR 2024
3 years
1/ Awesome podcast w. @j_schottenstein , @jthandy and @J_ of @OpenLineage Insights on bootstrapping open standards - apparently you just email @FrankSlootman ! Stretch historical parallels: ▶️WebAssembly ▶️Container wars ▶️Credit card networks (!?) Thread below👇🧵
@j_schottenstein
Julia Schottenstein
3 years
🚨🔥 new @dbt_labs Analytics Engineering Podcast episode is LIVE! @jthandy and I sit down with @J_ from @DatakinHQ / @OpenLineage to talk about open source data standards, data lineage, and tool connectivity. Give it a listen👇
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@rajko_rad
Rajko Radovanović @ ICLR 2024
1 year
Microsoft / GitHub cleaning up shop 😮🥹
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@rajko_rad
Rajko Radovanović @ ICLR 2024
5 months
Image conditioning on @ideogram_ai is awesome! 3D render of re-imagined vLLM logo below :) cc @zhuohan123 @woosuk_k
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@rajko_rad
Rajko Radovanović @ ICLR 2024
1 year
Awesome release from @SamiGhoche and the team at @forethought_ai !! Even cooler, you can test it out yourself on your own website and data! Helps solve issues like hallucination and provides a chatGPT style bot with everything they need to know about your company or services!
@forethought_ai
Forethought
1 year
The future of CX is here. 👋 Say hello to SupportGPT™: the World’s First Generative AI Platform for Customer Support! Learn more about SupportGPT™, and try it out on your own data today—for free!
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@rajko_rad
Rajko Radovanović @ ICLR 2024
1 month
Woohoo!! Amazing addition to the team :)
@espricewright
Erin Price-Wright
1 month
I’m thrilled to be joining @davidu , @KTmBoyle and the entire @a16z team to support founders bringing technology to mission critical industries and applications!
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@rajko_rad
Rajko Radovanović @ ICLR 2024
2 years
@bernhardsson Here's some data behind that - up and to the right :)
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@rajko_rad
Rajko Radovanović @ ICLR 2024
2 years
@bernhardsson Not a listing of projects unfortunately, but a cool tracker for total contributors from different companies is here: Obvs also would be cool to normalize vs. total eng org sizes...
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@rajko_rad
Rajko Radovanović @ ICLR 2024
2 years
@swyx Dropping this, very detailed, in a couple weeks
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@rajko_rad
Rajko Radovanović @ ICLR 2024
1 month
2/ 🔊 + 🎧s ON! I welcomed a first nephew 10 months ago, so I used @udiomusic to create a Balkan Brass Band song for him 🐣 NB: Turns out LMs still aren't great at Serbian (BCS) lyrics ( @gordic_aleksa 's yugoGPT was helpful!).. So enjoy these lyrics written by yours truly 🤓
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