Retrofitting Recurrence - a tomg-group-umd Collection

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Retrofitting Recurrence

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Goldfish Loss: Mitigating Memorization in LLMs

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Retrofitting Recurrence

updated 27 days ago

Teaching Pretrained Language Models to Think Deeper with Retrofitted Recurrence

Paper • 2511.07384 • Published 27 days ago • 16
smcleish/Recurrent-Llama-3.2-train-recurrence-32

Text Generation • 1B • Updated 27 days ago • 53
smcleish/Recurrent-Llama-3.2-train-recurrence-16

Text Generation • 1B • Updated 27 days ago • 53
smcleish/Recurrent-Llama-3.2-train-recurrence-8

Text Generation • 1B • Updated 27 days ago • 36
smcleish/Recurrent-Llama-3.2-train-recurrence-4

Text Generation • 1B • Updated 27 days ago • 43
smcleish/Recurrent-TinyLlama-3T-train-recurrence-32

Text Generation • 0.8B • Updated 27 days ago • 43 • 1
smcleish/Recurrent-TinyLlama-3T-train-recurrence-16

Text Generation • 0.8B • Updated 27 days ago • 46 • 1
smcleish/Recurrent-TinyLlama-3T-train-recurrence-8

Text Generation • 0.8B • Updated 27 days ago • 31
smcleish/Recurrent-TinyLlama-3T-train-recurrence-4

Text Generation • 0.8B • Updated 27 days ago • 70
smcleish/Recurrent-OLMo-2-0425-train-recurrence-32

Text Generation • 1B • Updated 27 days ago • 53 • 2
smcleish/Recurrent-OLMo-2-0425-train-recurrence-16

Text Generation • 1B • Updated 27 days ago • 31
smcleish/Recurrent-OLMo-2-0425-train-recurrence-8

Text Generation • 1B • Updated 27 days ago • 37
smcleish/Recurrent-OLMo-2-0425-train-recurrence-4

Text Generation • 1B • Updated 27 days ago • 52 • 1
smcleish/Recurrent-TinyLlama-3T-train-recurrence-4-single-phase

Text Generation • 0.8B • Updated 27 days ago • 21
smcleish/Recurrent-TinyLlama-3T-train-recurrence-4-two-phase

Text Generation • 0.8B • Updated 27 days ago • 15
smcleish/Recurrent-Llama-3.2-untrained

Text Generation • 1B • Updated 27 days ago • 49
smcleish/Recurrent-TinyLlama-3T-untrained

Text Generation • 0.8B • Updated 27 days ago • 42
smcleish/Recurrent-OLMo-2-0425-untrained

Text Generation • 1B • Updated 27 days ago • 37
smcleish/Recurrent-Llama-3.2-2-4-2-untrained

Text Generation • 1B • Updated 27 days ago • 49 • 1
smcleish/retrofitting-llama-fineweb-edu-tokenized

Viewer • Updated 27 days ago • 332M • 404