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DeepSpeed
DeepSpeed
PulseAugur coverage of DeepSpeed — every cluster mentioning DeepSpeed across labs, papers, and developer communities, ranked by signal.
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PyTorch tutorial simplifies distributed AI model inference
This article explains distributed inference techniques for large AI models using PyTorch. It details how to implement Data Parallelism (DP), Tensor Parallelism (TP), and Pipeline Parallelism (PP) with minimal code. The …
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New methods tackle LLM quantization for improved efficiency and accuracy
Researchers have developed several new methods to improve the efficiency of large language models (LLMs) through quantization. OSAQ focuses on suppressing weight outliers using a low-rank Hessian property for accurate l…