Unverified50% confidenceBenchmarkExact time
On the MemoryArena goal persistence evaluation, the Working Memory layer scores 55.31%, 8.4 percentage points higher than a pure summarization compression pipeline.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/19/2026
First Seen
Valid until: 1/17/2027
Sources
Related Entities
Related Claims
UnverifiedHy-Memory 2.0 achieves 72.6% accuracy on the LoCoMo continuous memory evaluation.71% similarUnverifiedEngram dedicates one quarter of the entire checkpoint's capacity to n-gram memory, reaching a scale of 197B parameters.71% similarUnverifiedThe Q8 main model occupies 162 GB, preventing the drafter from fitting into unified memory, rendering DSpark acceleration ineffective; after moving three layers of MoE experts back to the CPU, output only improved from 22.87 to 23.49 tokens/second (2.7% faster), while prefill dropped from 95.38 to 76.65.70% similar
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