Yes, 100%. I’ve been saying this for a long time… the data is everything.
DATA
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Dataset Quality: The Foundation of AI Model Performance
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The dataset is everything. Great read: https://
nonint.com/2023/06/10/the
-it-in-ai-models-is-the-dataset/
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LangSmith Now Available as Transactable Offering in Azure
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Announcing LangSmith is now a transactable offering in the Azure Marketplace! Over 20k teams love using LangSmith, and now large, security-conscious enterprises can purchase LangSmith as an Azure Container offering. – LangSmith will run in your Azure VPC so no data is shared
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Snowflake Arctic Cookbook Blog Series Launched
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Looks like the Snowflake Arctic cookbook blog series is only just getting started, but will show up here https://
snowflake.com/en/data-cloud/
arctic/cookbook/
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Snowflake Releases Largest Open-Source Model 482B Parameters
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Snowflake just launched the largest open-source model yet. A 482B parameter MoE. 17B active parameters and 128 experts, trained on 3.5T tokens. This model is more open than others — even the data recipe is open-source!
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Snowflake’s New Development: Enterprise AI Adoption Challenges
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I’m not sure most companies have a use for this (we certainly won’t use it at HyperWrite, due to the sheer size / performance ratio). But still a really cool development for the Snowflake team!
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Fine-tuning Primer: Guide to Timing, Budget, Data, and Tools
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Check out this informative primer on all things #finetuning from Daniel Porras Reyes at @flybridge
. Topics: When's the right time to fine-tune Budget / resource considerations Prepping data for fine-tuning Choosing the right tool Check it out: https://
pbase.ai/3JxpMI7 -
Dataset Missing Data: Privacy Concerns or Credibility Issues
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dataset didnt have it. not sure if uncollected due to privacy concerns or due to what could happen to the credibility if we knew what people were actually typing in
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Weights Biases Data Visualization Limitations Critique
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weights & biases is great software but has anyone ever learned anything from one of these graphs? can't even see a correlation between two variables if their columns aren't next to each other
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OpenAI launches enterprise-grade API features with enhanced security controls
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We’ve introduced more enterprise-grade features for API customers, including enhanced security, administrative controls, new Assistants API capabilities, and tools to help better manage costs.