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17 min

Enhance Cost Efficiency in Domain Adaptation with PruneMe

MLOps World - MLOps World & Generative AI World 2024
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domain-adaptation continual-pretraining ai-research llm large-language-models pruning cost-efficiency model-optimization transformer nlp
A Practical Guide to Efficient AI
30 min

A Practical Guide to Efficient AI

MLOps World - MLOps World & Generative AI World 2024
Shelby Heinecke
ai artificial-intelligence machine-learning llm large-language-models model-optimization quantization small-language-models function-calling prompt-engineering inference model-efficiency
Mastering Enterprise-Grade LLM Deployment: Overcoming Production Challenges
5 min

Mastering Enterprise-Grade LLM Deployment: Overcoming Production Challenges

MLOps World - MLOps World & Generative AI World 2024
Jaeman An
llm deployment enterprise-ai machine-learning-operations mlops gpu-management model-optimization data-security compliance ai-infrastructure latency-reduction
On-Device ML for LLMs: Post-Training Optimization Techniques with T5 and Beyond
29 min

On-Device ML for LLMs: Post-Training Optimization Techniques with T5 and Beyond

MLOps World - MLOps World & Generative AI World 2024
Sri Raghu Malireddi
on-device-ml llms t5 model-optimization quantization pruning layer-fusion inference-optimization latency-reduction edge-devices mlops grammarly