Records found: 4
'Meta Superintelligence Labs released REFRAG, a decoding framework that compresses retrieved passages to enable 16× longer contexts and up to 30.85× faster time-to-first-token while preserving accuracy.'
'AmbiGraph-Eval introduces a 560-example benchmark that measures LLM performance on ambiguous natural language to Cypher generation. Evaluations of nine models highlight challenges in ambiguity resolution and syntax generation.'
Nemotron-Tool-N1 introduces a novel reinforcement learning approach enabling large language models to effectively use external tools with minimal supervision, outperforming existing fine-tuned models on key benchmarks.
'Meta AI has unveiled ReasonIR-8B, a highly efficient retriever designed for complex reasoning tasks in RAG systems, achieving state-of-the-art results with significantly lower computational costs.'