Chunked parallel associative scan in Triton: varlen packing, bidirectional, torch.compile. Drop-in primitive for gated linear RNNs.
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Updated
Mar 11, 2026 - Python
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linear-recurrence
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Three-path memory for LLM agents: KV window (exact attention) + retrieval index (archived chunks) + TRN recurrent state (8-96 KB, O(1) per step)
retrieval pytorch multi-agent memory-efficient rag kv-cache long-context llm-agent document-qa agent-memory linear-recurrence
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Mar 16, 2026 - Python
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