Abstract: We introduce Model-Distributed Inference for Large-Language Models (MDI-LLM), a novel framework designed to facilitate the deployment of state-of-the-art large-language models (LLMs) across ...
Abstract: Industrial processes in general consist of multiple operating units; complicated interactions are encapsulated within process variables, bringing a great challenge for monitoring these large ...
{'loss': 1.4088, 'grad_norm': 0.26406124234199524, 'learning_rate': 1e-05, 'epoch': 2.57} 51%| | 105/205 [47:23<47:05, 28.25s/it]W1215 23:37:18.348000 762532 /appdata ...
We introduce PaCoRe (Parallel Coordinated Reasoning), a framework that shifts the driver of inference from sequential depth to coordinated parallel breadth, breaking the model context limitation and ...
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