Forwarded from Code & Coffee (loza)
BookPulse is a social reading platform where people can read books together
You can create or join book clubs, follow a shared reading schedule, and discuss ideas with others as you move through the pages.
If you prefer reading quietly, thatβs also possible. You can create a private club with just your friends or even read completely on your own.
You can create or join book clubs, follow a shared reading schedule, and discuss ideas with others as you move through the pages.
If you prefer reading quietly, thatβs also possible. You can create a private club with just your friends or even read completely on your own.
Forwarded from ααα΅'s Journey (D-ave)
YouTube
What Did Ilya See?
A knock on a professor's door in 2003 starts a chain reaction that no one knows how to stop.
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Thank you to the following authors for their excellent books/reporting
that I could not have made this video without.
Cade Metz: Genius Makers: The Mavericksβ¦
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Thank you to the following authors for their excellent books/reporting
that I could not have made this video without.
Cade Metz: Genius Makers: The Mavericksβ¦
I just learn about PaRO
Definition: PaRO is a memory-optimization framework that enables massive Large Language Models (LLMs) to run on standard hardware.
Compatibility: It executes natively on Intel Xeon Scalable Processors, removing the strict requirement for expensive GPU clusters.
Mechanism: The system utilizes "Partial Redundancy" to intelligently shard data across
CPU cores, reducing the memory bottleneck during inference.
Optimization: For maximum speed, it leverages the Intel Extension for PyTorch (IPEX) to parallelize math operations specifically for Intel architectures.
Benefit: This allows developers to deploy and scale huge AI models using existing, cost-effective CPU server infrastructure.
Definition: PaRO is a memory-optimization framework that enables massive Large Language Models (LLMs) to run on standard hardware.
Compatibility: It executes natively on Intel Xeon Scalable Processors, removing the strict requirement for expensive GPU clusters.
Mechanism: The system utilizes "Partial Redundancy" to intelligently shard data across
CPU cores, reducing the memory bottleneck during inference.
Optimization: For maximum speed, it leverages the Intel Extension for PyTorch (IPEX) to parallelize math operations specifically for Intel architectures.
Benefit: This allows developers to deploy and scale huge AI models using existing, cost-effective CPU server infrastructure.
Do you want to learn how to use AI properly
here is a free Training by openai itself
it will teach you how to use ai models effectively
https://academy.openai.com/public/collections/chatgpt-at-work-2025-02-14
here is a free Training by openai itself
it will teach you how to use ai models effectively
https://academy.openai.com/public/collections/chatgpt-at-work-2025-02-14
OpenAI Academy
ChatGPT at Work | OpenAI Academy
Unlock the new opportunities of the AI era by equipping yourself with the knowledge and skills to harness artificial intelligence effectively.
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Yared's log π«
Gemini Embedding 2
if you are interested in robotics and want to explore low resource models that can run anywhere
go to https://universe.roboflow.com/
NOTE: you will get the dataset and see how much it can do and even have api access to the model but
you must take the dataset and train the model yourself to actually use it right
go to https://universe.roboflow.com/
NOTE: you will get the dataset and see how much it can do and even have api access to the model but
you must take the dataset and train the model yourself to actually use it right
Roboflow
Roboflow Universe: Computer Vision Datasets
Download free, open source datasets and pre-trained computer vision machine learning models.
Yared's log π«
if you are interested in robotics and want to explore low resource models that can run anywhere go to https://universe.roboflow.com/ NOTE: you will get the dataset and see how much it can do and even have api access to the model but you must take theβ¦
for example this dataset is enough to train a model capable of tracking a sheep heard with drone
if you take a few images from the video and fed it to the model in some interval π€
https://universe.roboflow.com/riis/aerial-sheep
if you take a few images from the video and fed it to the model in some interval π€
https://universe.roboflow.com/riis/aerial-sheep
Roboflow
Aerial Sheep Object Detection Model by Riis
1727 open source sheep images plus a pre-trained Aerial Sheep model and API. Created by Riis