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Beyond the Model Zoo: Optimizing Foundation Models for Your Application
31 min

Beyond the Model Zoo: Optimizing Foundation Models for Your Application

MLOps World - MLOps World & Generative AI World 2024
Salma Mayorquin
data-synthesis ai-optimization foundation-models large-language-models llm-evaluation parameter-efficient-fine-tuning peft lora mlops machine-learning artificial-intelligence model-deployment
How Do You Scale to Billions of Fine-Tuned LLMs
5 min

How Do You Scale to Billions of Fine-Tuned LLMs

MLOps World - MLOps World & Generative AI World 2024
James Dbiorin
cuda batching llm large-language-models fine-tuning lora inference scalability parameter-efficient-fine-tuning gpu mlops ai
Efficiently Fine-Tune And Serve Your Own LLMs
42 min

Efficiently Fine-Tune And Serve Your Own LLMs

MLOps World - MLOps World & Generative AI World 2024
Alex Sherstinsky
llm-fine-tuning predibase ludwig lorax large-language-models lora parameter-efficient-fine-tuning peft transformer-models mistral-7b model-serving inference
Mastering LLM Fine-Tuning
32 min

Mastering LLM Fine-Tuning

MLOps World - MLOps World & Generative AI World 2024
Maxime Labonne
data-generation model-merging supervise-fine-tuning parameter-efficient-fine-tuning peft dpo llm fine-tuning machine-learning artificial-intelligence lora
Wireless protocols for the next generation IoT devices
42 min

Wireless protocols for the next generation IoT devices

Droidcon - Droidcon London 2024
Erik Hellman
iot wireless-protocols bluetooth wi-fi bluetooth-le lora thread matter ultra-wideband android-development embedded-systems networking android

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