A few topics: * Why proprietary data enables enterprises to build higher quality large language models * Should your organization fine-tune pre-trained models or train from scratch * What are the steps that need to be considered before training your first model
@cerebras
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Cerebras Tech Talk: Integrating Large Language Models in Enterprise
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Join us for a Cerebras Tech Talk! On Thursday, June 22nd at 11:00 AM PT, we will discuss how enterprises can incorporate large language models into their organizations. Register: https://
hubs.li/Q01THKZD0 See below for topics that will be covered in this 30-minute session -

Cerebras Recognized Top 100 Private Deep Tech Company
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Cerebras is proud to be recognized on the 2023 #XB100 list of the top 100 private deep tech companies in the world! Thank you for the recognition @BessemerVP @XPRIZE You can check out the full list here: https://
hubs.li/Q01Tn3J50 -

SlimPajama Reduces AI Training Compute Costs by 50 Percent
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Why we built SlimPajama – it's all about training efficiency. Without de-duplication, a model would have to go through 1.2T tokens before seeing ~600B unique tokens. SlimPajama sees 600B tokens in half the time. That saves you 50% on compute costs! https://
cerebras.net/blog/slimpajam
a-a-627b-token-cleaned-and-deduplicated-version-of-redpajama
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Cerebras Andromeda Supercomputer AI Cluster Infrastructure
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There are a lot of galaxies in the night sky. Did you really have to pick the only one already used for an AI cluster https://
venturebeat.com/ai/cerebrass-a
ndromeda-supercomputer-has-13-5m-cores-that-can-do-an-exaflop-in-ai-computing/
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SlimPajama Dataset: Preprocessing Library for LLM Training
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SlimPajama dataset – https://
lnkd.in/gCchZ-xz
Preprocessing library: https://
lnkd.in/gV7r3YNC
Read our blog: -

SlimPajama: Open-Source Cleaned RedPajama Dataset Released
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We recently announced the availablity of SlimPajama – an open-source, cleaned, and deduplicated version of RedPajama-1T. It is half the size and trains twice as fast and when upsampled, performs equal or better than RedPajama. See below for the dataset and preprocessing library
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SlimPajama Tools Released for Building AI Models
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Here are the tools we created to build SlimPajama. Have fun! x.com/dmsobol/status…
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SlimPajama Tools Released for Open Source AI
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Here are the tools we created to build SlimPajama. Have fun!
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RedPajama Project Launches with OpenTensor and Together Support
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We’d like to thank our partner @opentensor for supporting this project. And credit goes to @togethercompute and the entire team that created the RedPajama dataset! We can’t wait to see what you’ll build. Join our Discord and let us know your feedback: https://
discord.com/channels/10859
60591052644463/1085960592050896937
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