AI Pub
@ai__pub
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AI papers and AI research explained, for technical people. Get hired by the best AI companies: https://t.co/MySVjUGOQ3
San Francisco, CA
Joined July 2022
// Stable Diffusion, Explained //. You've seen the Stable Diffusion AI art all over Twitter. But how does Stable Diffusion _work_?. A thread explaining diffusion models, latent space representations, and context injection:. 1/15
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Paper: “Orca: Progressive Learning from Complex Explanation Traces of GPT-4”. Reading and recording here: Paper here: 2/2.
arize.com
We discuss the Orca paper, a 13-billion parameter model that learns to imitate the LFMs' reasoning process.
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Community paper reading of “Orca” with @jason_lopatecki of @arizeai is up!. Orca uses “system prompts” to better-finetune small ~10B parameter LLMs from large ones like GPT-4. This training process extends the small models’ reasoning capabilities. 1/2.
ICYMI the recording and transcript of our latest paper reading featuring @brian_a_burns of @ai__pub is up!. Orca leverages rich signals from GPT-4, surpassing state-of-the-art models by over 100% in complex zero-shot reasoning benchmarks. Check it out:.
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Arize is doing a great paper-reading series every Wedneday focused mostly on modern LLMs. You can check out past recordings here:
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Orca is an interesting development in the recent trend of fine-tuning smaller LLMs (~10B parameters) from the output of large ones like GPT-4. Paper here:
arxiv.org
Recent research has focused on enhancing the capability of smaller models through imitation learning, drawing on the outputs generated by large foundation models (LFMs). A number of issues impact...
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// Paper reading this Wednesday: Orca //. Join me and @jason_lopatecki + the team at @arizeai in reading:. "Orca: Progressive Learning from Complex Explanation Traces of GPT-4". This Wednesday, 10:15am Pacific! . Discussion is open to all, register here:
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Workflows to:.- Cluster and debug LLM prompts .- Fine-tune on underfit clusters in latent space.- Observe model drift. 0 to almost 1k stars in two weeks!. Homepage: GitHub: And give it a try with: .pip install arize-phoenix. 2/2.
github.com
AI Observability & Evaluation. Contribute to Arize-ai/phoenix development by creating an account on GitHub.
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2) DM @gabepereyra or email gabe@harvey.ai your LinkedIn profile and evidence of exceptional ability. 5/5.
Announcing Harvey's Series A led by @sequoia. Looking forward to working with @gradypb, @charliecurnin and lucky to have the continued support of @OpenAI, @w_conviction, @eladgil and @svangel.
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To apply to Harvey, either:. 1) Fill out this form: .and I will personally review your application + forward to founders. (I work closely with Harvey as their main outside recruiter.). 4/5.
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They are working on exceptionally hard engineering problems and building a world-class team. I wrote a bit about their team here:. 3/5.
Early team:. - BK, 1st Engineer at Superhuman (@bkakadiya42). - Daniel, Senior Machine Learning Scientist at Tesla Autopilot, called in personally by Elon during the Twitter acquisition (@nearlydaniel). - Spencer, Research Engineer on BlenderBot at Meta AI (@spencerpoff). 6/10
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Since their founding, they've signed multi-million dollar firm-wide rollouts with some of the largest law firms on the world, including:. - PwC: - Allen and Overy (7th largest law firm on Earth): 2/5
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Harvey just announced a $21M Series A led by Sequoia. Backed by the OpenAI Startup Fund since August 2022, Harvey is building AI knowledge workers for law. They're the fastest-growing LLM startup I know of, and are hiring aggressively (below). 1/5.
sequoiacap.com
Gabe, Winston and their team are using generative AI to give knowledge workers superpowers.
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RT @cerebral_valley: Also, a big thank you to our judges of the hackathon. @sherwinwu.@alexgraveley.@JamesCurrier .@Scobleizer .@brittwalke….
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Had a really fun conversation with Louis Bouchard (@Whats_AI) - MILA PhD student, founder of @towards_AI, and host of What's AI (!. We spoke about:.- AI media.- AI recruiting & careers.- Breaking into industry or research without a PhD. and much more!.
youtube.com
Subscribe for AI insights, guides, new techniques, courses, and more... I am Louis-François (or just Louis, loo·ee, French pronunciation), from Montreal, Canada, also known as "What's AI", co-founder...
Are you considering pursuing a PhD or wondering how to get into #machinelearning? Before you take the plunge, listen to this insightful interview with Brian Burns, #PhD candidate at the @UW and founder of the @ai__pub Twitter account. Some of the best insights 🧵👇
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W inners:. First prize: EduJason.Second prize: InfraGPT.Third prize: AutoPM
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AutoPM: a ChatGPT-powered product manager that integrates with Linear
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Generate videos via ChatGPT. This one - “teach me about discounted cash flow analysis”
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