Tag: auditory large language models
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SkillRet Benchmark: Enhancing Skill Retrieval in LLM Agents
Discover SkillRet, a large-scale benchmark improving skill retrieval accuracy in LLM agents with fine-tuned models and extensive skill libraries.
Optimizing LLM Agents: Avoid Cross-Component Interference
Discover how fewer, well-chosen components in LLM agents outperform all-in setups by reducing cross-component interference for better task results.
Why Fixed Linear Steering Fails in Medical LLMs
Explore why fixed linear steering can't correct failures in medical LLMs and the impact of representational entanglement on AI model performance.
Saliency-Aware Quantization for Efficient Large Language Models
Discover SARQC, a saliency-aware quantization method that improves large language model efficiency without extra computational cost or performance loss.
DataDignity: Provenance Attribution for Large Language Models
Discover DataDignity, a breakthrough framework for training data attribution that enhances transparency and accuracy in large language models.