Thanks for writing & sharing your latest article on MPT. Really well written and has just the right level of detail .
One question though. You wrote > "The entire training framework is based upon PyTorch’s Fully Sharded Data Parallel (FSDP) package and uses no pipeline or
OPEN SOURCE
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Appreciation for MPT Article and FSDP Implementation Question
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OpenFlamingo v2: Advanced Multimodal Models Released
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Research blog post: OpenFlamingo v2: Next-level models and enhanced training setup! The paper by @anas_awadalla and @irena_gao
, with compute support from Stability AI, details five trained OpenFlamingo models across the 3B, 4B, and 9B scales. #StabilityAI Read more: -
Hugging Face Hub API Documentation Guide
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your best bet is https://
huggingface.co/docs/hub/api but not super exhaustive (yet) -

Stage Review of Instruction Tuning: LLaMA Models and Future Challenges
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A Stage Review of Instruction Tuning A really nice article about instruction tuned models based on LLaMA. Discusses recent instruction tuned models and the next challenges of instruction tuning. (instruction tuning -> instruction fine-tuning) https://
yaofu.notion.site/June-2023-A-St
age-Review-of-Instruction-Tuning-f59dbfc36e2d4e12a33443bd6b2012c2
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Open-Source AI Control Versus Commercial Partnership Constraints
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I find this as a tangible example of why we'd want to retain control of our AI Assistants, most obviously via open-source.
All commercial offerings will eventually cripple the assistant in ways that would make their partners and an approximation of stakeholders happy (partners -
Big Science BLOOM Model Download Metrics Analysis
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https://
huggingface.co/api/models/big
science/bloom?expand[]=downloadsAllTime
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Cool AI Image Editing Space on Hugging Face
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really cool space by @linoy_tsaban brb updating my twitter pic https://
huggingface.co/spaces/editing
-images/ledits
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Stable Diffusion Based on Latent Diffusion Models Knowledge
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I haven't read the full article, yet, and I also don't know much about the person in question (not familiar with any statements besides the occasional tweets that pop up on my timeline). That being said, I thought it was known that Stable Diffusion is based on the Latent
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PaddlePaddle: Implementing AI Applications with Minimal Code
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🚀Blog-tastic Tuesdays🚀https://t.co/k5ob19XxfK
— Satya Mallick (@LearnOpenCV) 4 juillet 2023
PaddlePaddle accommodates models catering to numerous facets of AI and can be conveniently implemented with minimal lines of code.
In this article, we delve into several prevalent AI applications, including object detection, pose… pic.twitter.com/7PfEsvNPUWBlog-tastic Tuesdays https://
learnopencv.com/paddlepaddle/ PaddlePaddle accommodates models catering to numerous facets of AI and can be conveniently implemented with minimal lines of code. In this article, we delve into several prevalent AI applications, including object detection, pose -
Zeroscope XL Text to Video Demo Released by fffiloni
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Zeroscope XL text to video demo by @fffiloni is out
— AK (@_akhaliq) 4 juillet 2023
demo: https://t.co/YCHBI85uVZ pic.twitter.com/dVJ2lXRn7WZeroscope XL text to video demo by @fffiloni is out demo: https://
huggingface.co/spaces/fffilon
i/zeroscope-XL
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