Paper Citation Record · LEDGER

MNN-LLM: A Generic Inference Engine for Fast Large Language Model Deployment on Mobile Devices

As of 8 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 2 inbound Pith citation observations for arXiv:2506.10443.

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

pith.paper-citation-record.v1
2506.10443 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:33:41.924970Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-01T08:54:41.845820Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T08:55:34.743495Z

Reference resolution

31 of 31 outbound references displayed

verified exact1
verified fuzzy1
unresolved28
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 999649e1-e61e-4631-9e97-150b5e4bd1ea · outbound

This paper cites LLM in a flash: Efficient Large Language Model Inference with Limited Memory.

MNN-LLM: A Generic Inference Engine for Fast Large Language Model Deployment on Mobile Devices LLM in a flash: Efficient Large Language Model Inference with Limited Memory

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T04:33:37.615578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b709f10-c803-447a-8845-fb09bfa8de78 · outbound

This paper cites an unresolved cited work.

MNN-LLM: A Generic Inference Engine for Fast Large Language Model Deployment on Mobile Devices Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:46.456905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 03865cf6-96d5-4c30-aa83-214e877b5762 · outbound

This paper cites an unresolved cited work.

MNN-LLM: A Generic Inference Engine for Fast Large Language Model Deployment on Mobile Devices Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:46.197333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0fe4a643-d7ef-4e0d-b28d-7097fc628113 · outbound

This paper cites an unresolved cited work.

MNN-LLM: A Generic Inference Engine for Fast Large Language Model Deployment on Mobile Devices Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:45.906573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5d39d001-2ecc-48ac-a776-19248d5dc7e8 · outbound

This paper cites an unresolved cited work.

MNN-LLM: A Generic Inference Engine for Fast Large Language Model Deployment on Mobile Devices Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:45.654420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation efb0db2a-fe09-4914-b831-e19d5ee87a1a · outbound

This paper cites an unresolved cited work.

MNN-LLM: A Generic Inference Engine for Fast Large Language Model Deployment on Mobile Devices Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:45.420724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cbc9de67-1f49-428b-a675-5529a7d77b8a · outbound

This paper cites Qwen Technical Report.

MNN-LLM: A Generic Inference Engine for Fast Large Language Model Deployment on Mobile Devices Qwen Technical Report

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T04:33:38.535271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e582e7a-9103-4193-9d33-b41d95df9c45 · outbound

This paper cites an unresolved cited work.

MNN-LLM: A Generic Inference Engine for Fast Large Language Model Deployment on Mobile Devices Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:45.144980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4119092e-5336-441a-af7e-cca3f1ade219 · outbound

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

MNN-LLM: A Generic Inference Engine for Fast Large Language Model Deployment on Mobile Devices GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T04:33:38.831526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e27a151a-d7f6-4df1-959c-8294ad1b0aba · outbound

This paper cites an unresolved cited work.

MNN-LLM: A Generic Inference Engine for Fast Large Language Model Deployment on Mobile Devices Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:44.797347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 26340a6b-0eb3-48cf-9420-c8b49db7bdc1 · outbound

This paper cites Textbooks Are All You Need.

MNN-LLM: A Generic Inference Engine for Fast Large Language Model Deployment on Mobile Devices Textbooks Are All You Need

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T04:33:39.095803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e22c9314-d8bf-4116-9b6b-04a19e969ebd · outbound

This paper cites an unresolved cited work.

MNN-LLM: A Generic Inference Engine for Fast Large Language Model Deployment on Mobile Devices Unresolved cited work

Reference 12

Resolution: malformed identifier; doi_truncated, observed 2026-08-07T04:33:42.193093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 761010cb-87e6-4933-a502-94edad45598a · outbound

This paper cites MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications.

MNN-LLM: A Generic Inference Engine for Fast Large Language Model Deployment on Mobile Devices MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T04:33:39.357392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5697dfc-b843-4932-8f5a-d4a0b0e14676 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

MNN-LLM: A Generic Inference Engine for Fast Large Language Model Deployment on Mobile Devices LoRA: Low-Rank Adaptation of Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T04:33:39.505282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21e04c31-6eff-4bb8-9227-d039bf16fb7d · outbound

This paper cites MNN: A Universal and Efficient Inference Engine.

MNN-LLM: A Generic Inference Engine for Fast Large Language Model Deployment on Mobile Devices MNN: A Universal and Efficient Inference Engine

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:33:42.562810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fb0e52b3-d4e1-4c7b-8041-0fe589f77517 · outbound

This paper cites Brown, Benjamin Chess, Rewon Child, Scott Gray, Alec Radford, Jeffrey Wu, and Dario Amodei.

MNN-LLM: A Generic Inference Engine for Fast Large Language Model Deployment on Mobile Devices Brown, Benjamin Chess, Rewon Child, Scott Gray, Alec Radford, Jeffrey Wu, and Dario Amodei

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T04:33:39.741439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 659448a1-def5-4c5a-b2e7-89c4c7a2b5d4 · outbound

This paper cites an unresolved cited work.

MNN-LLM: A Generic Inference Engine for Fast Large Language Model Deployment on Mobile Devices Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:44.542434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation aacd58ab-0edf-4449-b713-74a2b6054d11 · outbound

This paper cites an unresolved cited work.

MNN-LLM: A Generic Inference Engine for Fast Large Language Model Deployment on Mobile Devices Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:44.307227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b367ccbe-8a64-4b1d-bee7-572935f6c666 · outbound

This paper cites on device.

MNN-LLM: A Generic Inference Engine for Fast Large Language Model Deployment on Mobile Devices on device

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:33:44.029955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8f2ea278-8918-4e53-81fe-691020e88fc8 · outbound

This paper cites an unresolved cited work.

MNN-LLM: A Generic Inference Engine for Fast Large Language Model Deployment on Mobile Devices Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:43.750762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation db262817-6bf5-4595-a6c7-96563e7bbe94 · outbound

This paper cites an unresolved cited work.

MNN-LLM: A Generic Inference Engine for Fast Large Language Model Deployment on Mobile Devices Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:43.473088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 734a1b4e-8aee-4ddb-8632-b305a95426f5 · outbound

This paper cites You Only Look Once: Unified, Real-Time Object Detection.

MNN-LLM: A Generic Inference Engine for Fast Large Language Model Deployment on Mobile Devices You Only Look Once: Unified, Real-Time Object Detection

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T04:33:40.720961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c20ce34-f826-4178-8233-31fe5b05d9d2 · outbound

This paper cites an unresolved cited work.

MNN-LLM: A Generic Inference Engine for Fast Large Language Model Deployment on Mobile Devices Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:43.261538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5598ddb0-e2b5-4537-ba5b-72423d7ec9b0 · outbound

This paper cites an unresolved cited work.

MNN-LLM: A Generic Inference Engine for Fast Large Language Model Deployment on Mobile Devices Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T04:33:40.964786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 043c2382-a7b9-4da8-af48-7341458c9fe8 · outbound

This paper cites Attention Is All You Need.

MNN-LLM: A Generic Inference Engine for Fast Large Language Model Deployment on Mobile Devices Attention Is All You Need

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T04:33:41.132025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 858f1e20-5ea8-40b7-9160-5177f915214c · outbound

This paper cites an unresolved cited work.

MNN-LLM: A Generic Inference Engine for Fast Large Language Model Deployment on Mobile Devices Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T04:33:41.296814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6e444f5-3cb8-4b93-b41d-119054e6e8ee · outbound

This paper cites Qwen2 Technical Report.

MNN-LLM: A Generic Inference Engine for Fast Large Language Model Deployment on Mobile Devices Qwen2 Technical Report

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T04:33:41.639468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07cfa9f5-a237-412f-9484-e4c31b491b95 · outbound

This paper cites Root Mean Square Layer Normalization.

MNN-LLM: A Generic Inference Engine for Fast Large Language Model Deployment on Mobile Devices Root Mean Square Layer Normalization

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T04:33:41.808494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8011b221-9303-4af3-8633-62ce47f76064 · outbound

This paper cites an unresolved cited work.

MNN-LLM: A Generic Inference Engine for Fast Large Language Model Deployment on Mobile Devices Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:33:43.018621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation eb4c56db-5743-4d7b-b20e-382e1860804e · outbound

This paper cites Scaling Laws for Neural Language Models.

MNN-LLM: A Generic Inference Engine for Fast Large Language Model Deployment on Mobile Devices Scaling Laws for Neural Language Models

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-07T04:33:39.863520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfe72331-8322-4198-ad01-cb3db0095e9a · outbound

This paper cites PowerInfer-2: Fast Large Language Model Inference on a Smartphone.

MNN-LLM: A Generic Inference Engine for Fast Large Language Model Deployment on Mobile Devices PowerInfer-2: Fast Large Language Model Inference on a Smartphone

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T04:33:41.493324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 1c7a9c01-90fd-41d1-9062-b72a73196db2 · inbound

EdgeFM: Efficient Edge Inference for Vision-Language Models cites this paper.

EdgeFM: Efficient Edge Inference for Vision-Language Models MNN-LLM: A Generic Inference Engine for Fast Large Language Model Deployment on Mobile Devices

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-12T10:01:27.727595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f721f4d8-a09b-4842-8c29-8508680dcedf · inbound

EdgeFM: Efficient Edge Inference for Vision-Language Models cites this paper.

EdgeFM: Efficient Edge Inference for Vision-Language Models MNN-LLM: A Generic Inference Engine for Fast Large Language Model Deployment on Mobile Devices

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-07-01T08:55:34.744946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.