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Denny Lee

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Building Agents with Agent Bricks and MCPPyData Seattle 20252025-11-07
Agent Bricks claims to let teams build production agents quickly by wiring a vector index of protocols plus PDFs and regulatory docs into a no‑code knowledge…
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How We Built DBRX - An Open High-quality LLMOpen AI + Data Forum @ Open Source Summit North America 20242024-04-16
Databricks builds DBRX as an open foundation LLM trained on 12 trillion curated tokens using Spark, MLflow, LLM Foundry and Megablocks, using a sparse…
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Use Spark from AnywhereScala Days 2023 Seattle2023-06-05
Spark Connect (shipped in Spark 3.4) decouples client and server so applications use the DataFrame/Dataset API (no RDD support) by sending unresolved logical…
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Why Dolly is just the beginning for open LLM modelsScala Days 2023 Seattle2023-06-05
Shows that you can get usable open LLMs with tiny, focused datasets: Dolly 1.0 proves fine‑tuning a 2‑year‑old base model on 15,000 Q&A pairs yields solid…
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Focusing on the Developer and Partnering with the Linux Foundation Helps..Open Source Leadership Summit @ Open Source Summit North America 20232023-05-10
Delta Lake reports 1.7 exabytes processed per day, 7,000 customers in production and a 663% jump in contributor strength after open sourcing; monthly releases…
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A Quick Primer on TensorFrames: Apache Spark and TensorFlow TogetherPyData Seattle 20172017-06-30
TensorFrames claims to let Spark and TensorFlow exchange tensors efficiently — TensorFrames lets Spark DataFrame talk to TensorFlow without pickling by using…
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Yahoo!, Big Data, and Microsoft BI: Bigger and Better TogetherPASS Business Analytics Conference 20132013-04-10
Yahoo builds a Tau analytics pipeline that combines Hadoop (2 PB in a 14 PB cluster) with Oracle staging and SSAS cubing to serve ad optimization queries in…
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