Steven Brook

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technology information & internet artificial intelligence multimodal systems neural networks text-to-speech voice cloning language models long-context processing reinforcement learning data processing ai inference computational efficiency dataset curation nvidia nemo cross-deduplication transformer models hybrid models foundation models graph-based retrieval pagerank algorithm machine learning natural language processing contextual ai zyda-2 dataset performance benchmarks training kernels model architecture amd instinct mi300x mlp blocks quantization deep learning cost reduction efficient inference zamba2 models ai productivity scientific research dataset optimization high-quality datasets filtering techniques standardized evaluation algorithmic innovation gpu acceleration deduplication strategies data tokenization language modeling context length ai model training compute-constrained devices information technology & services