A-MEM: A Novel Agentic Memory System for LLM Agents that Enables Dynamic Memory Structuring without Relying on Static, Predetermined Memory Operations
Source: MarkTechPost Current memory systems for large language model (LLM) agents often struggle with rigidity and a lack...
Microsoft AI Released LongRoPE2: A Near-Lossless Method to Extend Large Language Model Context Windows to 128K Tokens While Retaining Over 97% Short-Context Accuracy
Source: MarkTechPost Large Language Models (LLMs) have advanced significantly, but a key limitation remains their inability to process...
Tencent AI Lab Introduces Unsupervised Prefix Fine-Tuning (UPFT): An Efficient Method that Trains Models on only the First 8-32 Tokens of Single Self-Generated Solutions
Source: MarkTechPost Unleashing a more efficient approach to fine-tuning reasoning in large language models, recent work by researchers...