Unverified50% confidenceFactExact time
AWS's Trainium targets large-scale model training, while Inferentia focuses on inference scenarios.
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50%
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Long-term
Relevance
9/7/2026
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UnverifiedAn increasing number of real-world scenarios involve calling pre-trained large models, designing prompts, building RAG systems, and embedding models into products.68% similarUnverifiedAmazon AWS has launched two product lines: Trainium for training and Inferentia for inference.68% similarUnverifiedMethods such as freezing LLM backbone parameters during the visual alignment training phase, staged training, data ratio replay, and LoRA can mitigate catastrophic forgetting in multimodal training.67% similarUnverified大模型的工程落地分为训练和推理两个核心环节67% similarUnverifiedGAIL借鉴GAN思想，用对抗训练隐式恢复专家行为分布，在连续控制任务上取得接近IRL的效果且计算更高效67% similar
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