Unverified50% confidenceFactExact time
REMORY's residual decoder generates a bounded soft token sequence, each a 768-dimensional vector, stopping after N ≤ 64 tokens.
1
Sources
50%
Confidence
Long-term
Relevance
10/11/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedREMORY's encoder accepts raw history of up to 64K tokens and a human-readable summary of approximately 250 tokens, using a 12-layer Transformer with a 768-dimensional hidden state.77% similarUnverifiedT5 系列最大支持 512 个 Token 的长序列，而 CLIP 文本编码器最大序列长度通常仅为 77 个 Token70% similarUnverifiedThe REMORY encoder adds approximately 120ms of latency on a single A100, which can be avoided by pre-computing residual tokens for predictable workflows.69% similarUnverifiedThe attention matrix size required to process a 128K token sequence is 256 times that of an 8K token sequence.69% similarUnverifiedREMORY claims that a residual vector sequence of 32 dimensions can recover an 8K-token conversation with 95% fidelity.69% similar
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