conditional-memory

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Devanik21 / Engram

Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

language-modeling cognitive-architecture metacognition memory-consolidation large-language-models llm-fine-tuning conditional-memory scalable-lookup sparse-architectures

Updated Jan 14, 2026
Python

huzjie / engramforge

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Engram conditional-memory sparse LLM framework

python deep-learning high-performance inference moe zero-dependency n-gram engram llm scaling-law deepseek memory-augmented conditional-memory sparse-lookup

Updated Oct 1, 2026
Python

Eliauk-Lik / Every-N-gram

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One external n-gram memory table, two exits for frozen LLMs: distribution fusion (quality) and speculative drafting (speed), with cheap alignment probes that predict when each pays.

python transformers n-gram inference-efficiency llm speculative-decoding conditional-memory

Updated Oct 11, 2026
Python

colorful-lollipop / tinyengram

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TinyEngram — a 10-lab, test-driven course to implement DeepSeek Engram conditional memory from scratch: retrieval, gating, training, inference, and systems optimization.

education tutorial sparsity pytorch triton cs336 n-gram mixture-of-experts engram llm deepseek conditional-memory

Updated Nov 3, 2026
Python

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