Evaluation Techniques for Large Language Models
1h 41m

Evaluation Techniques for Large Language Models

MLOps World - MLOps World & Generative AI World 2024
Rajiv Shah
functional-correctness similarity-metrics large-language-models llm ai machine-learning benchmarking nlp natural-language-processing hugging-face prompt-engineering
Hemm: Holistic Evaluation of Multimodal Generative Models
1h 1m

Hemm: Holistic Evaluation of Multimodal Generative Models

MLOps World - MLOps World & Generative AI World 2024
Anish Shah
multimodal-generative-models text-to-image-diffusion-models image-quality prompt-comprehension weights-and-biases holistic-evaluation experiment-tracking llm-applications benchmarking fine-tuning deep-learning machine-learning
Efficient Access to Shared GPU Resources: Mechanisms and Use Cases
35 min

Efficient Access to Shared GPU Resources: Mechanisms and Use Cases

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Diogo Guerra Diana Gaponcic
gpu-scheduling kubernetes nvidia-mig time-slicing resource-management high-energy-physics machine-learning inference ci-cd benchmarking