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Nearest Neighbor Speculative Decoding for LLM Generation and Attribution
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AI Generated Natural Language Processing Large Language Models 🏢 Cohere
NEST, a novel semi-parametric language model, significantly boosts LLM generation quality, provides accurate source attribution, and achieves a 1.8x speedup in inference time by cleverly incorporating…
Elo Uncovered: Robustness and Best Practices in Language Model Evaluation
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Natural Language Processing Large Language Models 🏢 Cohere
Elo rating’s reliability for LLM evaluation is challenged, revealing inconsistencies and suggesting new, more robust methods are needed for accurate model ranking.