P. Thombre

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Publication activitypapers/week, last 8 weeks

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Distributed Systems & Hardware (1)Multimodal Models (1)Training Efficiency & Optimization (1)

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Yashaswi Karnati (1)Kamran Jafari (1)Akash Mehra (1)Li Ding (1)

Papers (1)

May 26, 2026

Yashaswi Karnati +113w ago

Heterogeneous Parallelism for Multimodal Large Language Model Training

Stop forcing your multimodal encoders to inherit suboptimal LLM parallelism strategies: heterogeneous parallelism unlocks up to 49% higher TFLOPS/GPU.

Yashaswi Karnati, Kamran Jafari, Akash Mehra +9

Distributed Systems & Hardware Multimodal Models Training Efficiency & Optimization

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P. Thombre

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)