5/ If you’re interested in creating a specialist LLM fine-tuned on your data, let’s talk!
@snorkelai
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Data Quality Over Volume: Key to LLM Training
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3/ It's not about the volume of data, but diversity and quality—and getting & maintaining this kind of quality dataset takes work. More on this in the “Quality is all you need” section of the Llama-2 paper.
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Fine-tuning Llama 2: Automating Data Labeling and Curation
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4/ Finally, how do you actually fine-tune Llama 2 for your specific data & objectives? That’s where the data labeling, curation, and development is the hard part. We’re turning this painful manual process into a rapid, iterative, programmatic one like software development.
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Llama 2 Release Emphasizes Data Quality for LLM Fine-tuning
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Yesterday’s Llama 2 release further highlights the criticality of data quality at all stages of LLM fine-tuning. And we’re excited to support this with solutions for programmatic data development. (1/5)
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Fine-tuned specialist models drive real enterprise AI adoption
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2/ As many enterprises are finding out, real AI use cases often require specialist models fine-tuned on domain-specific data, and tunable “base” models like Llama 2 are the foundation for this.
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Enterprise Partnership Enables Custom LLM Development
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We’re thrilled to partner with Together AI to enable any enterprise to build proprietary LLMs on their data tailored to their specific needs. Learn how both data-centric and model-centric operations are needed to build GPT-You for your business. http://
snkl.ai/tgth -
Snorkel-affiliated researcher shares latest AI research findings
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Check out the latest research from Snorkel-affiliated researcher @stevebach and team!
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Building AI-Powered Products with Foundation Models
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If you're attending the @databricks Data+AI Summit this week be sure to join @vincentsunnchen for Building AI-Powered Products with Foundation Models at 2:30 PM on 6/29.
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Data-Centric AI Conference Showcases LLM Enterprise Applications
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Last week, presentations at the Future of Data-Centric AI 2023 conference showcased the power of data-centric AI across industries and explored how enterprises can put #LLMs to use. Replay the sessions: https://
future.snorkel.ai Read the recap: https://
snorkel.ai/the-future-of-
data-centric-ai-day-2-snorkel-flow-and-beyond/
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Snorkel GenFlow and Foundry Align Generative AI Apps
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Snorkel GenFlow, a service for aligning generative AI apps, and Snorkel Foundry for creating customized LLMs. These solutions tackle the critical task of data curation, reducing bias and risk in AI tools. Learn more: