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Baidu Tech Salon
Baidu Tech Salon
May 15, 2024 · Artificial Intelligence

Accelerating Large Model Training and Inference with Baidu Baige AIAK‑LLM

Baidu Baige’s AIAK‑LLM suite accelerates large‑model training and inference by boosting Model FLOPS Utilization through techniques such as TP communication overlap, hybrid recompute, zero‑offload, automatic parallel‑strategy search, multi‑chip support, and inference‑specific optimizations, achieving over 60 % speedup and seamless Hugging Face integration.

AI infrastructureAIAK-LLMBaidu Baige
0 likes · 26 min read
Accelerating Large Model Training and Inference with Baidu Baige AIAK‑LLM
Baidu Geek Talk
Baidu Geek Talk
May 15, 2024 · Artificial Intelligence

Accelerating Large Model Training and Inference with Baidu Baige AIAK‑LLM: Challenges, Techniques, and Optimizations

The talk outlines how Baidu’s Baige AIAK‑LLM suite tackles the exploding compute demands of trillion‑parameter models by boosting Model FLOPS Utilization through advanced parallelism, memory‑saving recompute, zero‑offload, adaptive scheduling, and cross‑chip orchestration, delivering 30‑60% training and inference speedups and a unified cloud product.

AI infrastructureBaiduMFU
0 likes · 25 min read
Accelerating Large Model Training and Inference with Baidu Baige AIAK‑LLM: Challenges, Techniques, and Optimizations