Paper Citation Record · LEDGER

FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices

As of 11 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 1 inbound Pith citation observation for arXiv:2501.07139.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2501.07139 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:56:20.810881Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-17T04:17:31.955480Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-17T04:19:00.475622Z

Reference resolution

34 of 34 outbound references displayed

verified exact0
verified fuzzy14
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 37c7d6ff-34c7-49e7-b52c-5a0ebe6f3219 · outbound

This paper cites Introducing Copilot+ PCs - The Official Microsoft Blog,.

FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices Introducing Copilot+ PCs - The Official Microsoft Blog,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:56:21.360789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6819c35e-51d7-4078-8c6d-bb6366598d07 · outbound

This paper cites Introducing Apple Foundation Mod- els,.

FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices Introducing Apple Foundation Mod- els,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:56:21.345330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 706bae7c-9709-49e7-9ea2-afe0f7b3b1d3 · outbound

This paper cites Google AI Edge — Google AI for Developers,.

FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices Google AI Edge — Google AI for Developers,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:56:21.330585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9c01d506-a603-4c5f-ac76-59ed09b31fda · outbound

This paper cites How to bring your AI Model to Android devices,.

FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices How to bring your AI Model to Android devices,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:56:21.316044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d638f7f6-3334-4ce2-84bb-6fe1e73cd18b · outbound

This paper cites Gemini Nano is now available on Android via ex- perimental access,.

FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices Gemini Nano is now available on Android via ex- perimental access,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:56:21.301960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c3eaed91-ec71-4584-b267-20d7e1f5a06b · outbound

This paper cites Snapdragon X Elite Product Brief,.

FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices Snapdragon X Elite Product Brief,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:56:21.288269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 54156536-7bcb-4abe-87b6-e9b5165dc085 · outbound

This paper cites Retrieval- augmented generation for knowledge-intensive nlp tasks,.

FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices Retrieval- augmented generation for knowledge-intensive nlp tasks,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T20:56:20.695514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e519b634-24c6-4c47-bacf-d9e753672af5 · outbound

This paper cites NVIDIA Jetson AGX Orin — nvidia.com,.

FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices NVIDIA Jetson AGX Orin — nvidia.com,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:56:21.265258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 564176d6-8754-46b2-b4f5-d6326e91656b · outbound

This paper cites Demystifying Unified Memory on Jetson — GTC Digital Spring 2022 — NVIDIA On-Demand — nvidia.com,.

FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices Demystifying Unified Memory on Jetson — GTC Digital Spring 2022 — NVIDIA On-Demand — nvidia.com,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:56:21.251106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 03543028-75fa-4e02-851c-8cc2b17ad8be · outbound

This paper cites Apple introduces M4 Pro and M4 Max,.

FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices Apple introduces M4 Pro and M4 Max,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:56:21.235858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5be6e589-4917-4b06-bd1c-0b0b8230479d · outbound

This paper cites GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers.

FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T20:56:20.712515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d811b942-77ca-475f-9856-68d966711580 · outbound

This paper cites Smoothquant: Accurate and efficient post-training quantization for large language models,.

FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices Smoothquant: Accurate and efficient post-training quantization for large language models,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T20:56:20.717321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c36d3bce-e630-4e08-8f9b-165f0b5e7c4b · outbound

This paper cites Any-precision LLM: Low-cost deployment of multiple, different-sized LLMs,.

FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices Any-precision LLM: Low-cost deployment of multiple, different-sized LLMs,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:56:21.212784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f88a258f-7f1d-4def-a702-682ea89bb388 · outbound

This paper cites LoftQ: LoRA-Fine-Tuning-Aware Quantization for Large Language Models.

FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices LoftQ: LoRA-Fine-Tuning-Aware Quantization for Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T20:56:20.726481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee5dfc40-8b24-4f58-8226-8670d2f1dafe · outbound

This paper cites A White Paper on Neural Network Quantization.

FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices A White Paper on Neural Network Quantization

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T20:56:20.731054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 546c6e91-2378-4d7f-b935-d5c1767416df · outbound

This paper cites SqueezeLLM: Dense-and-Sparse Quantization.

FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices SqueezeLLM: Dense-and-Sparse Quantization

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T20:56:20.735632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4403bb3-9a9e-4421-aa1d-80a13f6c9856 · outbound

This paper cites Awq: Activation-aware weight quanti- zation for on-device llm compression and acceleration,.

FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices Awq: Activation-aware weight quanti- zation for on-device llm compression and acceleration,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T20:56:20.740219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c782a4b0-6513-479f-8bf3-09726e0b074c · outbound

This paper cites Zeroquant: Efficient and affordable post-training quantization for large- scale transformers,.

FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices Zeroquant: Efficient and affordable post-training quantization for large- scale transformers,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T20:56:20.744438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d36ed694-b2e0-4676-89ce-ebe3d3c44740 · outbound

This paper cites SpQR: A Sparse-Quantized Representation for Near-Lossless LLM Weight Compression.

FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices SpQR: A Sparse-Quantized Representation for Near-Lossless LLM Weight Compression

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T20:56:20.748730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2eb4c64-5caf-4789-9677-c553051f6c73 · outbound

This paper cites Up or down? adaptive rounding for post-training quantization,.

FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices Up or down? adaptive rounding for post-training quantization,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T20:56:20.753205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a20c4e2-cf80-41e2-b488-1404a70921e6 · outbound

This paper cites Elms: Elasticized large language models on mobile devices,.

FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices Elms: Elasticized large language models on mobile devices,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T20:56:20.757593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69ea1b72-5b66-412d-9575-b3ec151a9caf · outbound

This paper cites LLM as a System Service on Mobile Devices.

FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices LLM as a System Service on Mobile Devices

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T20:56:20.761697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d82262ca-2113-4b92-b520-e53c334a65bd · outbound

This paper cites End the senseless killing: Improving memory management for mobile operating systems,.

FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices End the senseless killing: Improving memory management for mobile operating systems,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:56:21.171098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6079c2ac-6ae7-40d0-972b-98df799e7405 · outbound

This paper cites Efficient selectivity and backup operators in monte-carlo tree search,.

FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices Efficient selectivity and backup operators in monte-carlo tree search,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:56:21.155984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 81d46128-713b-41f6-b7ee-fdd022e0937d · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices LLaMA: Open and Efficient Foundation Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T20:56:20.775086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40e8b55d-1d2d-4df4-bdc5-64460b1e5f45 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T20:56:20.778966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60521ace-9a35-4617-9d24-ffd19a8346b9 · outbound

This paper cites The Llama 3 Herd of Models.

FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices The Llama 3 Herd of Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T20:56:20.782845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d65c04b-fb71-4696-9841-c56820dd5250 · outbound

This paper cites Exploring the limits of transfer learning with a unified text-to-text transformer,.

FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices Exploring the limits of transfer learning with a unified text-to-text transformer,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T20:56:20.786663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbe3138e-03ad-4d87-abf6-750638a641c4 · outbound

This paper cites Pointer Sentinel Mixture Models.

FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices Pointer Sentinel Mixture Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T20:56:20.790669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52b56e4f-9431-4edc-bddf-5a5ee2326879 · outbound

This paper cites Building a large annotated corpus of english: the penn treebank,.

FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices Building a large annotated corpus of english: the penn treebank,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:56:21.132258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8394fd10-b35d-45d1-8d40-42cbdfa773d8 · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T20:56:20.798690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b16485a2-9063-4653-bb0b-6b946e1d778a · outbound

This paper cites HellaSwag: Can a Machine Really Finish Your Sentence?.

FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices HellaSwag: Can a Machine Really Finish Your Sentence?

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T20:56:20.802554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11e9d0d3-492d-4fa6-90a9-29444339f2a9 · outbound

This paper cites Piqa: Reasoning about physical commonsense in natural language,.

FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices Piqa: Reasoning about physical commonsense in natural language,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:56:21.117586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation efcb28c3-a6cb-4b18-ae89-541cc8340ab6 · outbound

This paper cites Winogrande: An adversarial winograd schema challenge at scale,.

FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices Winogrande: An adversarial winograd schema challenge at scale,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T20:56:20.810881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 0838f317-4f68-4a38-ae21-73fa45d6e066 · inbound

DisCEdge: Distributed Context Management for Large Language Models at the Edge cites this paper.

DisCEdge: Distributed Context Management for Large Language Models at the Edge FlexQuant: Elastic Quantization Framework for Locally Hosted LLM on Edge Devices

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-17T04:19:00.478298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.