Core AI

Large Language Models

Deep dives into GPT, Claude, Gemini, Llama and the transformers powering modern AI

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4x faster coding with AI? Meet Composer by Cursor
🧠 Large Language Models
4x faster coding with AI? Meet Composer by Cursor
What's AI by Louis-François Bouchard Advanced 4mo ago
How do I prevent read timeouts in Python when using large models in Amazon Bedrock?
🧠 Large Language Models
How do I prevent read timeouts in Python when using large models in Amazon Bedrock?
Amazon Web Services Advanced 4mo ago
Sponsored Session: Lightning Talk: Accelerating Experimentation... - Niall Lyons & Luca Antiga
🧠 Large Language Models
Sponsored Session: Lightning Talk: Accelerating Experimentation... - Niall Lyons & Luca Antiga
PyTorch Advanced 4mo ago
Sponsored Session: Architecting AI: Efficient Models, Everywhere - Sharbani Roy, Arm
🧠 Large Language Models
Sponsored Session: Architecting AI: Efficient Models, Everywhere - Sharbani Roy, Arm
PyTorch Advanced 4mo ago
No GPU Left Behind: Scaling Online LLM Training With... - Mert Toslali & Yu Chin Fabian Lim
🧠 Large Language Models
No GPU Left Behind: Scaling Online LLM Training With... - Mert Toslali & Yu Chin Fabian Lim
PyTorch Advanced 4mo ago
Lightning Talk: FlexCP: FlexAttention for Long Sequence Training... - Xilun Wu & Chien-Chin Huang
🧠 Large Language Models
Lightning Talk: FlexCP: FlexAttention for Long Sequence Training... - Xilun Wu & Chien-Chin Huang
PyTorch Advanced 4mo ago
Sponsored Session: Amazingly Fast and Incredibly Scalable Inference... - Harry Kim & Laikh Tewari
🧠 Large Language Models
Sponsored Session: Amazingly Fast and Incredibly Scalable Inference... - Harry Kim & Laikh Tewari
PyTorch Advanced 4mo ago
Thunder: Distribute and Optimize Your PyTorch Models With Zero... - Luca Antiga & Thomas Viehmann
🧠 Large Language Models
Thunder: Distribute and Optimize Your PyTorch Models With Zero... - Luca Antiga & Thomas Viehmann
PyTorch Advanced 4mo ago
The Four Pillars of Large-Scale Decentralized Pre-Training: Methods, Bottlenecks... - Bowen Peng
🧠 Large Language Models
The Four Pillars of Large-Scale Decentralized Pre-Training: Methods, Bottlenecks... - Bowen Peng
PyTorch Advanced 4mo ago
Accelerating Open-Source RL and Agentic Inference with vLLM - Michael Goin, Red Hat | vLLM
🧠 Large Language Models
Accelerating Open-Source RL and Agentic Inference with vLLM - Michael Goin, Red Hat | vLLM
PyTorch Advanced 4mo ago
Scaling Agentic Intelligence from Pre-Training to RL - Aakanksha Chowdery
🧠 Large Language Models
Scaling Agentic Intelligence from Pre-Training to RL - Aakanksha Chowdery
PyTorch Advanced 4mo ago
End-to-End Optimizing Multi-Turn RL and High-Performance Inference in Agents with... - Chenyang Zhao
🧠 Large Language Models
End-to-End Optimizing Multi-Turn RL and High-Performance Inference in Agents with... - Chenyang Zhao
PyTorch Advanced 4mo ago
Panel Discussion: Training and Inference at Planet Scale
🧠 Large Language Models
Panel Discussion: Training and Inference at Planet Scale
PyTorch Advanced 4mo ago
Sponsored Session: Everything Everywhere all at Once: vLLM...- Brittany Rockwell & Shireen Kheradpey
🧠 Large Language Models
Sponsored Session: Everything Everywhere all at Once: vLLM...- Brittany Rockwell & Shireen Kheradpey
PyTorch Advanced 4mo ago
The Building Blocks of Today’s and Tomorrow’s Language Models - Sebastian Raschka, RAIR Lab
🧠 Large Language Models
The Building Blocks of Today’s and Tomorrow’s Language Models - Sebastian Raschka, RAIR Lab
PyTorch Advanced 4mo ago
PyTorch APIs for High Performance MoE Training and Inference - D. Vega-Myhre; Ke Wen & N. Gimelshein
🧠 Large Language Models
PyTorch APIs for High Performance MoE Training and Inference - D. Vega-Myhre; Ke Wen & N. Gimelshein
PyTorch Advanced 4mo ago
Sponsored Session: Beyond the Node: Scaling Inference with Cluster-Wide KVCache... - Alon Yariv
🧠 Large Language Models
Sponsored Session: Beyond the Node: Scaling Inference with Cluster-Wide KVCache... - Alon Yariv
PyTorch Advanced 4mo ago
Leveraging PyTorch for Generative AI in Distributed Edge Clouds - Tina Tsou
🧠 Large Language Models
Leveraging PyTorch for Generative AI in Distributed Edge Clouds - Tina Tsou
PyTorch Advanced 4mo ago
Sponsored Session: Arctic Inference: Breaking the Speed-Cost Tradeoff in LLM Serving - Aurick Qiao
🧠 Large Language Models
Sponsored Session: Arctic Inference: Breaking the Speed-Cost Tradeoff in LLM Serving - Aurick Qiao
PyTorch Advanced 4mo ago
Enabling VLLM V1 on AMD GPUs With Triton - Thomas Parnell, IBM Research & Aleksandr Malyshev, AMD
🧠 Large Language Models
Enabling VLLM V1 on AMD GPUs With Triton - Thomas Parnell, IBM Research & Aleksandr Malyshev, AMD
PyTorch Advanced 4mo ago
Lightning Talk: Vllm-triton-backend: How To Get State-of-the-art Performance on... - B. Ringlein
🧠 Large Language Models
Lightning Talk: Vllm-triton-backend: How To Get State-of-the-art Performance on... - B. Ringlein
PyTorch Advanced 4mo ago
Transformers: Standardizing Model Definitions Across the PyTorch Ecosystem - L. Debut & A. Zucker
🧠 Large Language Models
Transformers: Standardizing Model Definitions Across the PyTorch Ecosystem - L. Debut & A. Zucker
PyTorch Advanced 4mo ago
Enabling Lightweight, High-Performance FSDP With NVIDIA GPU - J. Chang CN, C. Ye, X. Chen & S. Lym
🧠 Large Language Models
Enabling Lightweight, High-Performance FSDP With NVIDIA GPU - J. Chang CN, C. Ye, X. Chen & S. Lym
PyTorch Advanced 4mo ago
Verl: A Flexible and Efficient RL Framework for LLMs - Hongpeng Guo & Ziheng Jiang, ByteDance Seed
🧠 Large Language Models
Verl: A Flexible and Efficient RL Framework for LLMs - Hongpeng Guo & Ziheng Jiang, ByteDance Seed
PyTorch Advanced 4mo ago