Retrofitting Recurrence - a tomg-group-umd Collection

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Retrofitting Recurrence

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Gemstone Models

Recurrent Models

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GenQA

Goldfish Loss: Mitigating Memorization in LLMs

Zero-Shot Grafting

Retrofitting Recurrence

updated 30 days ago

Teaching Pretrained Language Models to Think Deeper with Retrofitted Recurrence

Paper • 2511.07384 • Published about 1 month ago • 16
smcleish/Recurrent-Llama-3.2-train-recurrence-32

Text Generation • 1B • Updated 30 days ago • 41
smcleish/Recurrent-Llama-3.2-train-recurrence-16

Text Generation • 1B • Updated 30 days ago • 36
smcleish/Recurrent-Llama-3.2-train-recurrence-8

Text Generation • 1B • Updated 30 days ago • 14
smcleish/Recurrent-Llama-3.2-train-recurrence-4

Text Generation • 1B • Updated 30 days ago • 15
smcleish/Recurrent-TinyLlama-3T-train-recurrence-32

Text Generation • 0.8B • Updated 30 days ago • 27 • 1
smcleish/Recurrent-TinyLlama-3T-train-recurrence-16

Text Generation • 0.8B • Updated 30 days ago • 26 • 1
smcleish/Recurrent-TinyLlama-3T-train-recurrence-8

Text Generation • 0.8B • Updated 30 days ago • 20
smcleish/Recurrent-TinyLlama-3T-train-recurrence-4

Text Generation • 0.8B • Updated 30 days ago • 29
smcleish/Recurrent-OLMo-2-0425-train-recurrence-32

Text Generation • 1B • Updated 30 days ago • 31 • 2
smcleish/Recurrent-OLMo-2-0425-train-recurrence-16

Text Generation • 1B • Updated 30 days ago • 15
smcleish/Recurrent-OLMo-2-0425-train-recurrence-8

Text Generation • 1B • Updated 30 days ago • 17
smcleish/Recurrent-OLMo-2-0425-train-recurrence-4

Text Generation • 1B • Updated 30 days ago • 27 • 1
smcleish/Recurrent-TinyLlama-3T-train-recurrence-4-single-phase

Text Generation • 0.8B • Updated 30 days ago • 9
smcleish/Recurrent-TinyLlama-3T-train-recurrence-4-two-phase

Text Generation • 0.8B • Updated 30 days ago • 10
smcleish/Recurrent-Llama-3.2-untrained

Text Generation • 1B • Updated 30 days ago • 17
smcleish/Recurrent-TinyLlama-3T-untrained

Text Generation • 0.8B • Updated 30 days ago • 22
smcleish/Recurrent-OLMo-2-0425-untrained

Text Generation • 1B • Updated 30 days ago • 13
smcleish/Recurrent-Llama-3.2-2-4-2-untrained

Text Generation • 1B • Updated 30 days ago • 13 • 1
smcleish/retrofitting-llama-fineweb-edu-tokenized

Viewer • Updated 30 days ago • 332M • 386