Fromthesky Research Labs

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https://fromtheskyresearchlabs.com/

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AI & ML interests

Large Language Models, Transformers, Natural Language Processing

Recent Activity

fromthesky authored a paper 27 days ago

Training and Inference Dynamics of PLDR-LLMs: Row-Map Collapse, Renormalization, and Predictive Reduction

fromthesky submitted a paper 27 days ago

Training and Inference Dynamics of PLDR-LLMs: Row-Map Collapse, Renormalization, and Predictive Reduction

fromthesky updated a collection 2 months ago

PLDR-LLMs with KVG cache (Pytorch/Transformers)

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Papers

Training and Inference Dynamics of PLDR-LLMs: Row-Map Collapse, Renormalization, and Predictive Reduction

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference

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fromthesky

authored a paper 27 days ago

Training and Inference Dynamics of PLDR-LLMs: Row-Map Collapse, Renormalization, and Predictive Reduction

Paper • 2609.34130 • Published 28 days ago • 1

fromthesky

submitted a paper to Daily Papers 27 days ago

Training and Inference Dynamics of PLDR-LLMs: Row-Map Collapse, Renormalization, and Predictive Reduction

Paper • 2609.34130 • Published 28 days ago • 1

fromthesky

updated 2 collections 2 months ago

PLDR-LLMs with KVG cache (Pytorch/Transformers)

Collection

Pretrained PLDR-LLMs from paper titled "PLDR-LLMs Learn A Generalizable Tensor Operator That Can Replace Its Own Deep Neural Net At Inference" • 12 items • Updated Aug 12

PLDR-LLMs Reason At Self-Organized Criticality

Collection

7 items • Updated Aug 12

fromthesky

authored a paper 2 months ago

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference

Paper • 2608.10288 • Published Aug 10 • 7

fromthesky

submitted a paper to Daily Papers 2 months ago

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference

Paper • 2608.10288 • Published Aug 10 • 7

fromthesky

updated a collection 7 months ago

PLDR-LLMs Reason At Self-Organized Criticality

Collection

7 items • Updated Aug 12

fromthesky

authored a paper 7 months ago

PLDR-LLMs Reason At Self-Organized Criticality

Paper • 2603.23539 • Published Mar 12 • 4

fromthesky

submitted a paper to Daily Papers 7 months ago

PLDR-LLMs Reason At Self-Organized Criticality

Paper • 2603.23539 • Published Mar 12 • 4

fromthesky

updated 2 collections 12 months ago

Finetuned PLDR-LLMs

Collection

Finetuned PLDR-LLMs with Huggingface Transformers library support • 4 items • Updated Oct 29, 2025

PLDR-LLMs (Tensorflow)

Collection

Pretrained PLDR-LLMs from paper titled "PLDR-LLM: Large Language Model from Power Law Decoder Representations" • 16 items • Updated Oct 29, 2025

AI & ML interests

Recent Activity

Papers

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