Activity
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안녕하세요! 제가 이번에 패스트캠퍼스에서 Llama3/오픈소스 LLM을 활용한 Fine-Tuning 강의를 런칭했습니다. LLM을 실제품에 활용하는 방법들 중 가장 임팩트 있고 또 재미있는 방법은 AI 모델을 내가 직접 만지고 변경할 수 있는 Fine-Tuning이…
안녕하세요! 제가 이번에 패스트캠퍼스에서 Llama3/오픈소스 LLM을 활용한 Fine-Tuning 강의를 런칭했습니다. LLM을 실제품에 활용하는 방법들 중 가장 임팩트 있고 또 재미있는 방법은 AI 모델을 내가 직접 만지고 변경할 수 있는 Fine-Tuning이…
Liked by Matthew Hayes
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Tune into our broadcast interview on Fox Business where we talk about how Brightwave is transforming financial services with our trustworthy…
Tune into our broadcast interview on Fox Business where we talk about how Brightwave is transforming financial services with our trustworthy…
Liked by Matthew Hayes
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Axios' coverage of Brightwave's $6M seed funding announcement has some nice additional color on our unique approach to both product and tecnology. >…
Axios' coverage of Brightwave's $6M seed funding announcement has some nice additional color on our unique approach to both product and tecnology. >…
Liked by Matthew Hayes
Experience & Education
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Databricks
View Matthew’s full experience
See their title, tenure and more.
or
Patents
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SKILLS ENDORSEMENTS
Filed US 13/672,377
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INFERRING AND SUGGESTING ATTRIBUTE VALUES FOR A SOCIAL NETWORKING SERVICE
Filed US 13/629,241
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Skill Ranking System
Filed US 13/357,302
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Skill Extraction System
Filed US 13/357,171
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Skill Customization System
Filed US 13/357,360
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Rule-based system for client-side Quality-of-Service tracking and reporting
US US 2009/0299940 A1
Projects
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Dolly
- Present
Databricks’ Dolly is an instruction-following large language model trained on the Databricks machine learning platform that is licensed for commercial use.
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White Elephant
- Present
White Elephant is a Hadoop log aggregator and dashboard which provides a visualization of task statistics by users across time, filling several needs such as scheduling, capacity planning, and billing.
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Skill & Expertise Endorsements
Interface design incorporating social proof and a light weight endorsement action to Profile Skills. This feature leveraged earlier work on Profile Guided Editing, and used the same guided UI to suggest skill endorsements to profile viewers. Recipients of the endorsement receive an email and on-site notification, with a landing experience that suggests they endorse people they know - creating a feel-good viral loop.
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Apache DataFu
- Present
Apache DataFu is a collection of libraries for working with large-scale data in Hadoop. The project was inspired by the need for stable, well-tested libraries for data mining and statistics.
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Skills & Expertise
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The Skills & Expertise system at LinkedIn discovers the skill and expertise within the LinkedIn ecosystem, identifies them in member profiles, and makes personalized guided edit recommendations to assist members in filling out their profiles.
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More activity by Matthew
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Sharing the recent work of our team on code completion AI. Another example showcasing the power of Open-Source LLM + fine-tuning.
Sharing the recent work of our team on code completion AI. Another example showcasing the power of Open-Source LLM + fine-tuning.
Liked by Matthew Hayes
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🍪 Honored to represent my team at Databricks #DAIS #GenAI keynote, showcasing how Mosaic AI empowers organizations to enhance general intelligence…
🍪 Honored to represent my team at Databricks #DAIS #GenAI keynote, showcasing how Mosaic AI empowers organizations to enhance general intelligence…
Liked by Matthew Hayes
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My team has built LLM-driven automatic code completion for Databricks editors, and it often works quite magically. Check out this demo below. This is…
My team has built LLM-driven automatic code completion for Databricks editors, and it often works quite magically. Check out this demo below. This is…
Liked by Matthew Hayes
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We have worked hard over the last year to build a simpler and more powerful authoring experience in the Databricks Notebook. I am excited to announce…
We have worked hard over the last year to build a simpler and more powerful authoring experience in the Databricks Notebook. I am excited to announce…
Liked by Matthew Hayes
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I could not be more excited to be working with the Anthropic team—an incredible group of smart, humble, and ethical people solving one of the world’s…
I could not be more excited to be working with the Anthropic team—an incredible group of smart, humble, and ethical people solving one of the world’s…
Liked by Matthew Hayes
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Introducing Databricks Assistant Autocomplete. Assistant Autocomplete real time code suggestions as you type in SQL and Python. It uses context from…
Introducing Databricks Assistant Autocomplete. Assistant Autocomplete real time code suggestions as you type in SQL and Python. It uses context from…
Shared by Matthew Hayes
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4 weeks ago today was my last day as a Tubi employee and Chief Product Officer. After more than 11 years, I decided it was time to step down and take…
4 weeks ago today was my last day as a Tubi employee and Chief Product Officer. After more than 11 years, I decided it was time to step down and take…
Liked by Matthew Hayes
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We just launched Databricks Assistant Autocomplete, another context-aware AI feature using our data intelligence engine. Now your autocomplete in…
We just launched Databricks Assistant Autocomplete, another context-aware AI feature using our data intelligence engine. Now your autocomplete in…
Liked by Matthew Hayes
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Should you use LoRA or full fine-tuning? Dan Biderman and our team at Databricks Mosaic Research studied this question we're frequently asked in…
Should you use LoRA or full fine-tuning? Dan Biderman and our team at Databricks Mosaic Research studied this question we're frequently asked in…
Liked by Matthew Hayes
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How do you get your #LLM into the top 10 of Spider, a widely used benchmark for text-to-SQL tasks? Discover how we reached 79.9% (a 19 point boost…
How do you get your #LLM into the top 10 of Spider, a widely used benchmark for text-to-SQL tasks? Discover how we reached 79.9% (a 19 point boost…
Liked by Matthew Hayes
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