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Data Brew by Databricks

@databrew_db

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Welcome to Data Brew by Databricks with Denny and Brooke! In this series, we explore various topics in the data and AI community and interview subject matter ex

Joined February 2021
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@databrew_db
Data Brew by Databricks
1 month
๐ŸŽง Watch the full Data Brew episode: ๐Ÿ”น Apple โ†’ https://t.co/bzkIRQ2Tzk ๐Ÿ”น Spotify โ†’ https://t.co/m0TjR8Hf4K ๐Ÿ”น YouTube โ†’ https://t.co/PefguQxyzI #DataBrew by @Databricks is hosted by Brooke Wenig and @DennyLee. โ˜• #databricks #rewardhacking
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@databrew_db
Data Brew by Databricks
1 month
In our latest episode, @TravisAddair explains how curriculum learningโ€”starting with simpler examplesโ€”and scoring methods like partial credit can help steer AI models toward correct solutions, where reward hacking is a risk. Full #DataBrew episode โ†’ links in the reply โคต๏ธ
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@predibase
Predibase by Rubrik
1 month
The โ€œone model to rule them allโ€ era is fading. On the latest episode of the @databrew_db podcast, our CTO & Co-founder @TravisAddair, and show hosts @dennylee and Brooke Wenig, sat down for some hot coffee and tea and to chat about why #specialized AI models are winning and
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@databrew_db
Data Brew by Databricks
1 month
Data Brew by @databricks is hosted by Brooke Wenig and @dennylee. โ˜•
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@databrew_db
Data Brew by Databricks
1 month
๐Ÿ“ฃ New Data Brew Episode! We talk with @TravisAddair (@predibase) about how their new reinforcement fine-tuning platform is changing the way we create specialized AI. ๐Ÿ”น Apple: https://t.co/bzkIRQ2Tzk ๐Ÿ”น Spotify: https://t.co/x6P55LqTqV ๐Ÿ”น YouTube: https://t.co/PefguQxyzI
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@databricks
Databricks
2 months
When it comes to enterprise AI, thereโ€™s a gap between research and real-world deployment. Databricks Staff Research Scientist Dipendra Kumar and Staff Software Engineer Alnur Ali discuss the challenges of real-world AI (messy data, security, stability), new tools being
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@databrew_db
Data Brew by Databricks
4 months
Donโ€™t miss this one at #DataAISummit (June 9-12)! ๐ŸŽ‰ If youโ€™re interested in agentic AI and practical tools for developers, be sure to catch this session!๐Ÿ‘‡ Check out the details below. ๐ŸŽฅ Sneak peek: Data Brew episode with Kilian: https://t.co/g8pDbjQWQB #databrew #databricks
@dennylee
dennylee
4 months
๐ŸŒŸ #DennysPick ๐ŸŒŸ I recently had the chance to virtually sit down with @KLieret from Princeton University on @databrew_db (check it out: https://t.co/a18xwxywmA), and wow - heโ€™s doing some seriously cool work! We geeked out over SWE-bench and SWE-agent, two groundbreaking tools
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@databricks
Databricks
5 months
.@DipendraMisra and Alnur Ali explore the challenges of applying AI in enterprise environments and the tools that are helping to bridge the gap between cutting-edge research and real-world deployment. โ€œOne of the biggest challenges in making LLM-powered systems real is scale,
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@databrew_db
Data Brew by Databricks
5 months
๐ŸŽง Watch the full Data Brew episode: ๐Ÿ”น Apple โ†’ https://t.co/8hLzsC0642 ๐Ÿ”น Spotify โ†’ https://t.co/JHytVkQaxS ๐Ÿ”น YouTube โ†’ https://t.co/zqxtGtE6U5 Data Brew by @Databricks is hosted by Brooke Wenig and @DennyLee. #databrew #databricks #benchmarking #DIBS
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@databrew_db
Data Brew by Databricks
5 months
โ€œBenchmarks should reflect the kinds of things customers actually care about.โ€ In this clip, Pallavi Koppol shares why @databricks, created DIBS, a domain-specific benchmark designed to evaluate models on real-world tasks like RAG, text-to-JSON, and function calling.
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@databrew_db
Data Brew by Databricks
5 months
๐ŸŽง Listen on your favorite platform: ๐Ÿ”นApple โ†’ https://t.co/8hLzsC0642 ๐Ÿ”นSpotify โ†’ https://t.co/i721KVzMmi ๐Ÿ”นYouTube โ†’ https://t.co/zqxtGtE6U5 Data Brew by @databricks is hosted by Brooke Wenig and @Dennylee. #databricks #llm #enterpriseai
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@databrew_db
Data Brew by Databricks
5 months
๐Ÿ“Š New #DataBrew episode: Benchmarking LLMs for Enterprise AI Pallavi Koppol (@Databricks) breaks down why domain-specific benchmarks matterโ€”and how the Databricks Intelligence Benchmarking Suite (DIBS) helps evaluate models on real-world tasks like RAG & function calling.
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@databrew_db
Data Brew by Databricks
5 months
@databricks ๐ŸŽง Listen on your favorite platform: ๐Ÿ”น Apple โ†’ https://t.co/l7QOIICFaM ๐Ÿ”น Spotify โ†’ https://t.co/EoobZqo4oQ ๐Ÿ”น YouTube โ†’ https://t.co/nVb6YSlA27 Data Brew by @databricks is hosted by Brooke Wenig and @dennylee. #databrew #databricks #enterpriseai #genai
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@databrew_db
Data Brew by Databricks
5 months
In this episode, Dipendra Kumar and Alnur Ali (@Databricks) explain why high-accuracy, fine-tuned models are essential for enterpriseโ€”and how tools like QuickFix help bridge the gap between research and real-world deployment.
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@databrew_db
Data Brew by Databricks
5 months
๐Ÿ’ฌ โ€œThereโ€™s a shift from โ€˜one model to rule them allโ€™ to smaller, task-specific models. General LLMs perform wellโ€”but for enterprise, fine-tuned models offer better accuracy at lower cost.โ€ โ€” Dipendra Kumar, Staff Research Scientist at @Databricks #databrew #databricks
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@databrew_db
Data Brew by Databricks
5 months
Check out the full episode! โฌ‡๏ธ ๐ŸŽง Apple: https://t.co/KqvSoBVbWI ๐ŸŽง Spotify: https://t.co/DjWtahafpE ๐ŸŽฅ Youtube: https://t.co/g8pDbjQWQB Data Brew by @Databricks is hosted by Brooke Wenig and @dennylee. โ˜•
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@databrew_db
Data Brew by Databricks
5 months
๐Ÿ“ฃ ๐—ก๐—˜๐—ช #๐——๐—ฎ๐˜๐—ฎ๐—•๐—ฟ๐—ฒ๐˜„ ๐—˜๐—ฝ๐—ถ๐˜€๐—ผ๐—ฑ๐—ฒ! In this episode, Kilian Lieret (Research Software Engineer) & Carlos Jimenez (Computer Science PhD Candidate) at @Princeton dive into SWE-bench & SWE-agent, two cutting-edge tools for evaluating & enhancing AI in software engineering.
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@databrew_db
Data Brew by Databricks
5 months
๐Ÿ” Curious about how QuickFix works under the hood? Check out this new blog to explore how fine-tuning with your own data is driving better coding assistance and enterprise-ready AI. https://t.co/Jmta5iEXqh #databricks #databrew #finetuning #llms
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databricks.com
Discover how fine-tuning small open-source LLMs on interaction data enables faster, cheaper, and more accurate code fixes with Databricks Quick Fix.
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@databrew_db
Data Brew by Databricks
5 months
LISTEN NOW โคต๏ธ ๐ŸŽง Apple: https://t.co/l7QOIICFaM ๐ŸŽง Spotify: https://t.co/dWzQ5nZJpW ๐ŸŽฅ Youtube: https://t.co/nVb6YSlA27 Data Brew by @databricks is hosted by Brooke Wenig and @dennylee. #databricks #databrew
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@databrew_db
Data Brew by Databricks
5 months
๐—ก๐—ฒ๐˜„ ๐——๐—ฎ๐˜๐—ฎ ๐—•๐—ฟ๐—ฒ๐˜„ ๐—˜๐—ฝ๐—ถ๐˜€๐—ผ๐—ฑ๐—ฒ ๐—๐˜‚๐˜€๐˜ ๐——๐—ฟ๐—ผ๐—ฝ๐—ฝ๐—ฒ๐—ฑโ˜•๏ธ In this episode, Dipendra Kumar & Alnur Ali (@Databricks), discuss the challenges of applying AI in enterprise environments & the tools being developed to bridge the gap between research & real-world deployment.
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