tech talks
Sign in Register
  • Sign in
  • Register

Tags

Speakers

Events

Sort By

Clear All Filters

Filters

Tags

Speakers

Events

Sort By

Clear All Filters
Supercharging Recommender Systems: Unleashing the Power of Distributed Model Training
22 min

Supercharging Recommender Systems: Unleashing the Power of Distributed Model Training

MLOps World - MLOps World & Generative AI World 2024
Susrutha Gongalla
recommender-systems distributed-training data-parallelism stitch-fix machine-learning pytorch gpu-computing model-training deep-learning scalability python
Finding training inefficiencies with CentML DeepView
41 min

Finding training inefficiencies with CentML DeepView

MLOps World - MLOps World & Generative AI World 2024
Yubo Gao
visual-profiler training-throughput batch-size mixed-precision tensor-cores flash-attention deep-learning machine-learning performance-optimization profiling gpu-utilization pytorch tensorflow model-deployment cost-optimization energy-efficiency
Large Language Model Training and Serving at LinkedIn
24 min

Large Language Model Training and Serving at LinkedIn

MLOps World - MLOps World & Generative AI World 2024
Dre Olgiati
llm large-language-models ai machine-learning mlops training gpu kubernetes python tensorflow pytorch kernels optimization memory-management transformer
Streamlining AI Deployments
8 min

Streamlining AI Deployments

MLOps World - MLOps World & Generative AI World 2024
Vasilis Vagias
ai llm mlops deployment optimization inference compiler pytorch docker gpu api
Catching Tensor Shape Errors without Running Your Code
27 min

Catching Tensor Shape Errors without Running Your Code

PyCon - PyCon US 2023
Pradeep Srinivasan
machine-learning tensor-shapes type-checking python numpy pytorch debugging static-analysis ml-development broadcasting
Advancements in High-Performance AI/ML through PyTorch's Python Compiler
25 min

Advancements in High-Performance AI/ML through PyTorch's Python Compiler

PyCon - PyCon US 2023
Sam Gross Justin Jeffress Suraj Subramanian
pytorch python ai ml compiler performance gpu deep-learning jit dynamo triton
Intro to Hugging Face: Fine-tuning BERT for NLP tasks
2h 10m

Intro to Hugging Face: Fine-tuning BERT for NLP tasks

PyCon - PyCon US 2023
Juhi Chandalia Dana Engebretson
nlp hugging-face bert pytorch transformer-architecture transfer-learning fine-tuning sentiment-analysis text-classification natural-language-processing deep-learning machine-learning

© 2025 Tech Talks. All rights reserved.

Privacy Policy Terms of Service Contact