Tag: Multimodality
All the articles with the tag "Multimodality".
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Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design
Published: at 11:08 AM
64.27 🤔This position paper advocates for redesigning Large Language Models as 'reasonable parrots' that integrate argumentation theory principles to foster critical thinking through multi-persona dialogues, challenging users with diverse perspectives rather than providing one-sided answers.
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Splitwiser: Efficient LM inference with constrained resources
Published: at 11:14 AM 60.85 🤔Splitwiser introduces a method to split LLM inference phases on a single GPU using multiprocessing and NVIDIA MPS, achieving modest latency reductions (up to 18.2%) and throughput improvements (up to 1.42x) on Huggingface and vLLM pipelines, though constrained by overheads and scalability issues.
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RWKV-X: A Linear Complexity Hybrid Language Model
Published: at 04:32 PM 87.80 👍本文提出RWKV-X，一种线性复杂度的混合语言模型，通过结合RWKV和稀疏注意力机制，提升长上下文建模能力，同时保持高效性和短上下文性能。