What It Costs to Compose, Rebuild, and Correct Precomputed Memory
cs.CL, cs.LG
Submitted: 2026-08-31
Updated: 2026-08-31
Terminology
Sources
- LongHealth: A Question Answering Benchmark with Long Clinical Documents
- Cartridges: Lightweight and general-purpose long context representations via self-study
- The Llama 3 Herd of Models
- Cartridges at Scale: Training Modular KV Caches over Large Document Collections
- LoRA: Low-Rank Adaptation of Large Language Models
- InferScale: GPU-Native KV Injection for Personalized LLM Serving
- Block-Attention for Efficient Prefilling
- Evaluating Very Long-Term Conversational Memory of LLM Agents
- When Stale Constraints Go Unchecked: Budgeted Verification Failures in Inherited Agent Memory
- Gemma 2: Improving Open Language Models at a Practical Size
- Step Out and Seek Around: On Warm-Start Training with Incremental Data
- FreshDiskANN: A Fast and Accurate Graph-Based ANN Index for Streaming Similarity Search
- Towards Reliable, Generalizable, and Specific In-Context Knowledge Editing via Multi-Objective Reinforcement Learning
- Efficient Streaming Language Models with Attention Sinks
- Qwen3 Technical Report
- APE: Faster and Longer Context-Augmented Generation via Adaptive Parallel Encoding
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