Building and operating a pretty big storage system called S3 https://
bit.ly/43Uyo3r #AI #MachineLearning #DeepLearning #LLMs #DataScience
MACHINE LEARNING
-
Building and Operating S3: Major Storage System for AI
By
–
-
Inference Mode Quantization with BNB NF4 for CodeLlama
By
–
And if you are looking for inference mode quantization, you can use `–quantize "bnb.nf4" with the "generate/base.py" scripts as well.
I am currently using that for running CodeLlama 34B models. -
QLoRA-style Quantization Added with BNB NF4 Support
By
–
Yes! Just added QLoRA-style quantization the other week, too. You can use it via –quantize "bnb.nf4" for example. I have some benchmarks here:
-
Image Models Limitations: Computational Constraints and Reduced Capability
By
–
Images are hundreds of thousands of pixels, so nobody can afford an architecture that runs a large model over every pixel. The resulting small models are in fact much stupider than GPT-4 and have trouble following even slightly complicated instructions.
-
Efficient object detection with YOLOv8 and KerasCV
By
–
Efficient object detection with YOLOv8 and KerasCV:
-
Cerebras MBZUAI Develop Arabic-Optimized Language Model Techniques
By
–
(2/2) Researchers at Cerebras, Inception, and MBZUAI developed techniques to:
-Create a custom tokenization scheme optimized for Arabic -Identify the proper mix of English, Arabic, and code data -Augment Arabic tokens with machine-translations Models: https://
huggingface.co/inception-mbzu
ai
… -
Jais: Top-Performing Open-Source Arabic LLM Model
By
–
(1/2) Jais is the top-performing open-source Arabic LLM in the world. Better than Bloom, Llama, Falcon, etc. It is a 13B parameter model that was trained on a brand-new multilingual dataset. Read the technical paper: https://
inceptioniai.org/jais/docs/Tech
nicalpaper.pdf
… -
Remote AI Careers: Global Opportunities in Machine Learning and Robotics
By
–
Remote-Friendly AI Careers? Break geographical barriers and tap into global #AI projects. Whether you're into #machinelearning, #NLP, or #robotics, the digital world is your oyster! #RemoteWork #AICareer #GenAI #IoT
-
Launch Your AI Career: Code, Data, and Algorithm Skills
By
–
Embrace the Future! Turn your passion for AI into a lucrative career! Learn to #code, analyze #data, & create smart #algorithms. The #AI revolution is here. Ride the wave.
https://
rb.gy/b0oxa #AIcareer #TechTrends #GenAI -
Adding ‘Let’s think step by step’ improves GPT math skills
By
–
Let's think step by step. Just adding this at the end of your problem is probably one of the best-proven ‘tricks’. It was already known that it improved GPT-3 math problem solving skills by 59%, and although GPT-4 is already much smarter by itself this still helps!