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Paper Citation Record · LEDGER

iFairy: the First 2-bit Complex LLM with All Parameters in $\{\pm1, \pm i\}$

As of 7 August 2026, this Paper Citation Record lists 3 of 3 outbound references and 1 inbound Pith citation observation for arXiv:2508.05571.

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

pith.paper-citation-record.v1
2508.05571 v3

Coverage vector

measured 3 of 3 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T23:24:00.992793Z

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T01:15:51.105340Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T13:41:04.808354Z

Reference resolution

3 of 3 outbound references displayed

  • verified exact0
  • verified fuzzy1
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 09b1d329-ad1f-465b-943a-e56f06553488 · outbound

This paper cites In European conference on com- puter vision, 525–542.

iFairy: the First 2-bit Complex LLM with All Parameters in $\{\pm1, \pm i\}$ In European conference on com- puter vision, 525–542

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:24:01.220776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T23:24:00.919717Z digest=sha256:6b41a13aa2f91200dcbb5836227a3145f8463d25d3ebf985b4b246e26e3c1743

Observation 2261dd50-5e23-4f9b-893e-d1af6e98ec86 · outbound

This paper cites Pointer Sentinel Mixture Models.

iFairy: the First 2-bit Complex LLM with All Parameters in $\{\pm1, \pm i\}$ Pointer Sentinel Mixture Models

Reference 2016

Resolution
unresolved
no resolver link, observed 2026-08-05T23:24:00.825542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:24:00.825542Z digest=sha256:3857f237eaf9463f0eaedc1ab4a20fd658657e6ce18c95fcd7a3088709a118e8

Observation 0f6ef702-e5f0-46a6-ab2c-e20bcfae6475 · outbound

This paper cites MiniCPM4: Ultra-Efficient LLMs on End Devices.

iFairy: the First 2-bit Complex LLM with All Parameters in $\{\pm1, \pm i\}$ MiniCPM4: Ultra-Efficient LLMs on End Devices

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-05T23:24:00.992793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:24:00.992793Z digest=sha256:51acd7f49401fb859db8c9719842fb439ac30d027d03a93ad265a8ea6147293e

Pith citing papers

Observation e326c5dd-af86-4984-bdac-40267abb018d · inbound

FairyFuse: Multiplication-Free LLM Inference on CPUs via Fused Ternary Kernels cites this paper.

FairyFuse: Multiplication-Free LLM Inference on CPUs via Fused Ternary Kernels iFairy: the First 2-bit Complex LLM with All Parameters in $\{\pm1, \pm i\}$

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-05-11T13:41:04.821603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T01:15:51.105340Z digest=sha256:992df91ecbb45cce37da265e3feacfb3ce254475236f8886cba536b9d53b16b6