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FlowTracer reveals that optimizing token-level rewards based on attention-induced information flow can dramatically enhance reasoning performance in LLMs.
TVIR-Agent reveals that integrating visual elements into report generation can dramatically improve the quality and reliability of analytical outputs.
YOCO++ proves you can halve the KV cache size in LLMs and still beat a standard Transformer, thanks to a clever residual connection trick.