This Tool allows you to choose an LLM and see which GPUs could run it... : [ Ссылка ]
Welcome to this deep dive into the world of Llama 3.1, the latest and most advanced large language model from Meta. If you've been amazed by Llama 3, you're going to love what Llama 3.1 70B brings to the table. With 70 billion parameters, this model has set new benchmarks in performance, outshining its predecessor and raising the bar for large language models.
In this video, we'll break down the GPU requirements needed to run Llama 3.1 70B efficiently, focusing on different quantization methods such as FP32, FP16, INT8, and INT4. Each method offers a unique balance between performance and memory usage, and we’ll guide you through which GPUs are best suited for each scenario—whether you’re running inference, full Adam training, or low-rank fine-tuning.
To make your life easier, I’ve developed a free tool that allows you to select any large language model and instantly see which GPUs can run it at different quantization levels. You’ll find the link to this tool in the description below.
If you’re serious about optimizing your AI workloads and want to stay ahead of the curve, make sure to watch until the end. Don’t forget to like, subscribe, and hit the notification bell to stay updated with all things AI!
Disclaimer: Some of the links in this video/description are affiliate links, which means if you click on one of the product links, I may receive a small commission at no additional cost to you. This helps support the channel and allows me to continue making content like this. Thank you for your support!
Tags:
#Llama3
#MetaAI
#GPUrequirements
#QuantizationMethods
#AIModels
#LargeLanguageModels
#FP32
#FP16
#INT8
#INT4
#AITraining
#AIInference
#AITools
#llmgpu
#llm
#gpu
#AIOptimization
#ArtificialIntelligence
LLAMA 3.1 70b GPU Requirements (FP32, FP16, INT8 and INT4)
Теги
Llama 3.170 billion parametersMeta AIGPU requirementsquantization methodsFP32FP16INT8INT4AI trainingAI inferencelow-rank fine-tuningfull Adam traininglarge language modelsAI optimizationartificial intelligencebest gpu for llmollama gpubest gpu for llm trainingbest consumer gpu for llmai tops comparison gpulocal llm multiple gpullm multi gpullamaai modelsinference llmllama 3 70b gpu requirementsllama 3.1 70b gpu requirements
