Open Source models have, overall, greater adoption than Cloud API models. With better and better open-source models coming out every month, I expect this trend to certainly continue.
LLMS
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OpenAI leads model adoption among AI21Labs and Cohere
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While we see @openai in the lead of model adoption, both @AI21Labs and @CohereAI have reasonable share among the folks we interviewed. Note, many of these results were collected before many new models such as @AnthropicAI
's have become available. -
LLM Hallucinations: Origins, Mitigation Strategies, and Open Problems
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Great tech talk on subtleties of LLM hallucinations by @johnschulman2 : where they come from, how to mitigate them, remaining open problems. https://
youtube.com/watch?v=hhiLw5
Q_UFg
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Snowflake’s Data-Centric Platform for Generative AI and LLMs
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Building a #Data-Centric Platform for #GenerativeAI and #LLMs at #Snowflake https://
snowflake.com/blog/building-
data-centric-platform-ai-llm/
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Cerebras-GPT Development: Inside Look with Engineers
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ICYMI, Eleuther AI's Lead Engineer, Quentin Anthony, Cerebras Research Scientist, Nolan Dey, and Cerebras Product Marketing Manager, James Wang recently discussed how Cerebras-GPT was built. Episode: https://
hubs.li/Q01M_MCG0
Models: -
TPUs for efficient language model training
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TPUs are a fast and cost-effective way to train a language model! Check out this post from @huggingface
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Understanding Transformers from Scratch: A Complete Guide
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Understanding Transformers from Scratch: https://
e2eml.school/transformers.h
tml
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#DataScience #MachineLearning #AI #DeepLearning #NeuralNetworks -
How GPT learns to write: Interactive guide to model training
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How GPT learns to write https://
nytimes.com/interactive/20
23/04/26/upshot/gpt-from-scratch.html?smid=tw-share
… by @aatishb @UpshotNYT featuring @karpathy
's model nanoGPT https://
github.com/karpathy/nanoG
PT
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GPT-4 Guide and ChatGPT Detection Tools Overview
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Top Posts March 20-26: GPT-4: Everything You Need To Know: GPT-4: Everything You Need To Know • OpenChatKit: Open-Source ChatGPT Alternative • Top Posts March 13-19: GPT-4: Everything You Need To Know • 5 Free Tools For Detecting ChatGPT, GPT3, and… https://
kdnuggets.com/2023/03/top-po
sts-week-0320-0326.html?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=top-posts-march-20-26-gpt-4-everything-you-need-to-know
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ChatGPT Prompt Engineering Course by OpenAI and DeepLearningAI
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ChatGPT Prompt Engineering for Developers – Course by Isa Fulford(OpenAI) and Andrew Ng. DeepLearningAI and OpenAI introduced a new course on prompting engineering with ChatGPT. The course covers how to write effective prompts, how to systematically engineer good prompts, and