SynthLabs @synth_labs
AI Aligned with Your Vision. We’re doing cutting edge research for transparent, auditable AI alignment. synthlabs.ai Joined May 2022-
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Hiring a world class ML Engineer at SynthLabs. Drop me a note if you want to push world class open science and build a strong and loving community. jobs.synthlabs.ai
jobs.synthlabs.ai you're looking at two people working on sick open source research. work with us.
These guys are pretty cool! Think about working for them.
These guys are pretty cool! Think about working for them.
Come work with us. You'll literally get paid to do open science research (conduct research out in the open with cracked scientists and volunteers)
Come work with us. You'll literally get paid to do open science research (conduct research out in the open with cracked scientists and volunteers)
jobs.synthlabs.ai we're hiring for all roles. Open science stuff we're working on: 1) RLAIF for pretraining (we're making open source datasets). 2) benchmarks benchmarks benchmarks. 3) collaborating with @AiEleuther on some awesome projects. Work with us.
Excited to announce that I've founded new company! SynthLabs.ai is dedicated to solving the AI alignment challenge–ensuring AIs are robustly aligned with human intentions & values. Grateful to have @NathanThinks @fdesouza as cofounders & Seed funding from @M12vc &…
This looks like it could be fantastic - a superstar crew, going deep on practical and auditable alignment. Really bullish. Good luck to the team!!!
This looks like it could be fantastic - a superstar crew, going deep on practical and auditable alignment. Really bullish. Good luck to the team!!!
Excited to announce that I've founded new company! SynthLabs.ai is dedicated to solving the AI alignment challenge–ensuring advanced AI systems are robustly aligned with human intentions & values Honored to have @lcastricato @fdesouza as cofounders & Seed funding from…
Given the Claude synthetic pretraining + CAI news cycle, here's a timestamp for you from the interview with @lcastricato 00:43:05: Developing an extreme-scale open Constitutional AI Data Set
Given the Claude synthetic pretraining + CAI news cycle, here's a timestamp for you from the interview with @lcastricato 00:43:05: Developing an extreme-scale open Constitutional AI Data Set https://t.co/THhtzNpH51
Thanks for having us! 🪿
In the first technical RLHF interview I've hosted, with @lcastricato of @synth_labs (+ @AiEleuther), we cover maybe every topic: interconnects.ai/p/rlhf-intervi… DPO, PPO, REINFORCE, KTO, long-context, multi-modal, video vs image, evaluation, license terms, Carper, TRLX, data…
synthlabs.ai Come build with us
Former Google CEO Eric Schmidt has backed Synth Labs, seeing the need to align AI actions with human intentions. fortune.com/2024/02/29/syn…
open science RLHF lab, exciting
Delighted to share news of @M12vc's latest investment in @synth_labs
Delighted to share news of @M12vc's latest investment in @synth_labs
An *exclusive* from me about a new startup, @synth_labs, which is working to help companies get their AI systems do what they want (and avoid doing what they don't want). bloomberg.com/news/articles/… via @technology
New paper alert🚨🚨🚨 How to bootstrap the reasoning refinement capabilities of LLMs using synthetic data? Introducing "GLoRe: When, Where, and How to Improve LLM Reasoning via Global and Local Refinements". Applied on GSM8K we can improve a strong RL finetuned LLama-2 13B by 12%
We're hosting an RLAIF/RLHF/Synthetic data hackathon at @HF0Residency this Saturday, cohosted by @HarrisonVander1. RSVP below! partiful.com/e/GtafWJYWu7DQ…
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371 Followers 169 Following Co-Founder @carperai and researcher at @stabilityai prev @uwaterloo I want to make AI generated video gamesExcited to announce that I've founded new company! SynthLabs.ai is dedicated to solving the AI alignment challenge–ensuring advanced AI systems are robustly aligned with human intentions & values Honored to have @lcastricato @fdesouza as cofounders & Seed funding from…
The Orca-Math paper does a comparison of DPO and KTO for mathematical reasoning, finding that KTO is slightly better when all data is used and 25+ pts better when you have fewer positive examples than negative examples.
Microsoft presents Orca-Math Unlocking the potential of SLMs in Grade School Math Mathematical word problem-solving has long been recognized as a complex task for small language models (SLMs). A recent study hypothesized that the smallest model size, needed to achieve over 80%…
@AlbertVilella @synthlabsAI Interesting news. Here the correct X handle @synth_labs
Starting in 30min!
We're hosting an RLAIF/RLHF/Synthetic data hackathon at @HF0Residency this Saturday, cohosted by @HarrisonVander1. RSVP below! partiful.com/e/GtafWJYWu7DQ…
currently generating 100,000 10-turn conversations in an entirely local setup: 2.5M arxiv abstracts in qdrant bge-base-en-1.5 for embeddings nous hermes mistral with vllm a 4090 grad student-professor conversations on topics inspired by an arxiv paper. teaching / unpacking /…
Presenting on trlX at 20C #EMNLP
@SciTechgovuk Shoutout to Xander's excellent thread with more detail x.com/alxndrdavies/s…
Proud to be a researcher at the UK's AI Safety Institute—what is it? 🧵 based on yesterday's introduction:
Some highlights from the last few months working at the UK AI Safety Institute (and its predecessor, the Taskforce). I'm excited to keep pushing towards safe artificial general intelligence, from government @SciTechgovuk
@jsecretan @herbiebradley @hannah_teufel @MarcoBellagente @Aleph__Alpha @jennyzhangzt @jeffclune @kenneth0stanley @joelbot3000 @Adam_ @li_ding_ A fruitful collaboration (and many project challenges overcome) with great researchers from @carperai, @Aleph__Alpha, @StabilityAI, @UBC_CS and more!
@jsecretan @herbiebradley @hannah_teufel @MarcoBellagente @Aleph__Alpha @jennyzhangzt @jeffclune @kenneth0stanley @joelbot3000 @Adam_ @matt @li_ding_ Follow-up from the original blog, tweet: x.com/carperai/statu…
@jsecretan @herbiebradley @hannah_teufel @MarcoBellagente @Aleph__Alpha @jennyzhangzt @jeffclune @kenneth0stanley @joelbot3000 @Adam_ @matt If you can’t point a finger at ways to define your map with AI feedback prompts right now, also check out QDHF (from human notions of subjective diversity), another new work from @li_ding_ and his team!: x.com/li_ding_/statu…
🚀Excited to share Quality Diversity through Human Feedback (QDHF): arxiv.org/abs/2310.12103. QDHF learns diversity metrics from human judgments of difference, and generates diverse and high-quality responses for tasks such as text-to-image generation. 1/
@jsecretan @herbiebradley @hannah_teufel @MarcoBellagente @Aleph__Alpha @jennyzhangzt @jeffclune @kenneth0stanley @joelbot3000 One more big thanks to @joelbot3000 for visionary discussions on current opportunities throughout our work, his energy to bring out and encourage new thinking on the topic, general support, and for helping us pave the way to bring a fun paper out! Honored to be part of the field!
@jsecretan @herbiebradley @hannah_teufel @MarcoBellagente @Aleph__Alpha @jennyzhangzt Thanks @jeffclune, @kenneth0stanley, Grégory Schott, and @joelbot3000 for advising and guiding us on many interesting parts of the project - Ken’s insight on the importance of embracing and diving into subjectivity also resonated with us towards a holistic understanding of QDAIF!
@jsecretan @herbiebradley @hannah_teufel @MarcoBellagente @Aleph__Alpha Thanks @jennyzhangzt for her wonderful support throughout the project, working together on qualitative analysis in highly subjective areas in experiments, drafting the paper, and sharing ideas on additional creative outputs such as video, project page and figures!
@jsecretan @herbiebradley Thanks @hannah_teufel, Koen Oostermeijer, @MarcoBellagente for their great work and support throughout the project while in the lab @Aleph__Alpha, and to others in the lab for interesting discussions during the project!
@jsecretan We hope that you find new opportunities with QDAIF - check out some AI stories/opinions at the end of the paper! (11/11) Personal time now to first thank @herbiebradley for working alongside me to develop the experiments on all fronts, and starting OpenELM from the ground up!
@jsecretan QDAIF is a step towards AI systems that can independently search, diversify, evaluate, and improve, among core skills underlying human society's capacity for innovation - we hope that by augmenting the creativity of LLMs, it can one day support and extend human innovation 💡 /10
Picbreeder (@jsecretan et al.) inspired us to reflect on the potential of stepping stone chains in natural language domains, after an era when they found humans to be able to discover interesting and diverse images. /9
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