parametric-memory

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19PINE-AI / user-as-engram

A user's facts become a few rows in a content-addressed memory table — not a rewrite of the model. Paper, code, data, and interactive site for "User as Engram" (arXiv:2606.19172).

reproducible-research memory transformers personalization lora peft mixture-of-experts engram large-language-models llm knowledge-editing retrieval-augmented-generation nanochat parametric-memory per-user-memory

Updated Jul 29, 2026
Python

19PINE-AI / multimodal-user-memory

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Grounded perceptual memory for personalized agents: VLM grounding, specialist identity encoders, and a training-free in-model attention bank. Paper: arXiv:2608.28609

reproducible-research transformers pytorch personalization attention face-recognition arxiv speaker-recognition multimodal qwen llm-agents vision-language-models user-memory parametric-memory multimodal-memory perceptual-memory

Updated Sep 1, 2026
Python

tiberius1701d / paramem

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Continual learning in LoRA adapters — indexed-key parametric memory, built to production-reliability standards, negative results reported in full

lora continual-learning edge-ai qlora parametric-memory

Updated Aug 26, 2026
Python

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