Paper Citation Record · LEDGER

Displacement Is Not Direction: Evaluating Fidelity Metrics for Quantized LLM Deployment

As of 24 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 1 inbound Pith citation observation for arXiv:2606.19558.

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

pith.paper-citation-record.v1
2606.19558 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-26T20:58:33.720040Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:25:49.008641Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-14T04:25:49.175153Z

Reference resolution

20 of 20 outbound references displayed

verified exact3
verified fuzzy0
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c5c502bb-e812-4f26-ac22-63fa3a722600 · outbound

This paper cites The Thirty-eighth Annual Conference on Neural Information Processing Systems , year=.

Displacement Is Not Direction: Evaluating Fidelity Metrics for Quantized LLM Deployment The Thirty-eighth Annual Conference on Neural Information Processing Systems , year=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-26T20:58:33.720040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b82d5c4-e078-4c7a-801b-d47ff439af09 · outbound

This paper cites ``Give Me BF 16 or Give Me Death''? Accuracy-Performance Trade-Offs in LLM Quantization.

Displacement Is Not Direction: Evaluating Fidelity Metrics for Quantized LLM Deployment ``Give Me BF 16 or Give Me Death''? Accuracy-Performance Trade-Offs in LLM Quantization

Reference 2

Resolution: verified exact; doi, observed 2026-06-26T20:59:57.301809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 298369ae-e68e-4404-857c-ec802cdf617d · outbound

This paper cites 2021 , eprint=.

Displacement Is Not Direction: Evaluating Fidelity Metrics for Quantized LLM Deployment 2021 , eprint=

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-26T20:58:33.720040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1dc14c1-141d-47eb-ab32-31e518411b92 · outbound

This paper cites 2025 , url=.

Displacement Is Not Direction: Evaluating Fidelity Metrics for Quantized LLM Deployment 2025 , url=

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-26T20:58:33.720040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f2e2a74-4242-4b79-bd55-ccf1083a8966 · outbound

This paper cites 2023 , eprint=.

Displacement Is Not Direction: Evaluating Fidelity Metrics for Quantized LLM Deployment 2023 , eprint=

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-26T20:58:33.720040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7453dcf0-d951-4ba6-a059-6f99aac453d6 · outbound

This paper cites Gonzalez , booktitle=.

Displacement Is Not Direction: Evaluating Fidelity Metrics for Quantized LLM Deployment Gonzalez , booktitle=

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-26T20:58:33.720040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1027b12-3127-4e1e-ad36-5ec797d973c3 · outbound

This paper cites 2021 , eprint=.

Displacement Is Not Direction: Evaluating Fidelity Metrics for Quantized LLM Deployment 2021 , eprint=

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-26T20:58:33.720040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44e2fc32-305d-487b-81e8-91fcde8a3163 · outbound

This paper cites International Conference on Learning Representations , year=.

Displacement Is Not Direction: Evaluating Fidelity Metrics for Quantized LLM Deployment International Conference on Learning Representations , year=

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-26T20:58:33.720040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da081668-7e48-4a28-a401-7cb488dfb0c7 · outbound

This paper cites International Conference on Learning Representations , year=.

Displacement Is Not Direction: Evaluating Fidelity Metrics for Quantized LLM Deployment International Conference on Learning Representations , year=

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-26T20:58:33.720040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4ed4c13-d3ff-425d-98a9-8ffce492cfea · outbound

This paper cites 2024 IEEE International Symposium on Circuits and Systems (ISCAS) , title=.

Displacement Is Not Direction: Evaluating Fidelity Metrics for Quantized LLM Deployment 2024 IEEE International Symposium on Circuits and Systems (ISCAS) , title=

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-26T20:58:33.720040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 357fa1c1-a011-493d-b621-bca2b712eb82 · outbound

This paper cites MixLLM: LLM Quantization with Global Mixed-precision between Output-features and Highly-efficient System Design.

Displacement Is Not Direction: Evaluating Fidelity Metrics for Quantized LLM Deployment MixLLM: LLM Quantization with Global Mixed-precision between Output-features and Highly-efficient System Design

Reference 11

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T00:49:18.141527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a8424f10-14ea-4b0e-8f37-be5e1d294945 · outbound

This paper cites an unresolved cited work.

Displacement Is Not Direction: Evaluating Fidelity Metrics for Quantized LLM Deployment Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-26T20:58:33.720040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11e1e846-8ffd-48b6-b605-0eb2140d9c74 · outbound

This paper cites an unresolved cited work.

Displacement Is Not Direction: Evaluating Fidelity Metrics for Quantized LLM Deployment Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-26T20:58:33.720040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18c9f5cd-9061-4a17-9c7b-d748eb428788 · outbound

This paper cites 2023 , url =.

Displacement Is Not Direction: Evaluating Fidelity Metrics for Quantized LLM Deployment 2023 , url =

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-26T20:58:33.720040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a913de25-1f67-4454-95bc-c11c9a150cd1 · outbound

This paper cites Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence.

Displacement Is Not Direction: Evaluating Fidelity Metrics for Quantized LLM Deployment Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence

Reference 15

Resolution: verified exact; doi, observed 2026-06-26T20:59:57.295354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 66633224-5d06-4f1f-b7f7-02998f9b00c4 · outbound

This paper cites Gsm8k-v: Can vision language models solve grade school math word problems in visual contexts.

Displacement Is Not Direction: Evaluating Fidelity Metrics for Quantized LLM Deployment Gsm8k-v: Can vision language models solve grade school math word problems in visual contexts

Reference 16

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T00:49:18.139301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 306a3849-0fe0-4093-abf6-75c0beaa4b70 · outbound

This paper cites Let's Verify Step by Step.

Displacement Is Not Direction: Evaluating Fidelity Metrics for Quantized LLM Deployment Let's Verify Step by Step

Reference 17

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T00:49:18.132472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7dbc5add-a77a-4251-9e89-5af5645c87d9 · outbound

This paper cites Divergent Token Metrics: Measuring degradation to prune away LLM components -- and optimize quantization.

Displacement Is Not Direction: Evaluating Fidelity Metrics for Quantized LLM Deployment Divergent Token Metrics: Measuring degradation to prune away LLM components -- and optimize quantization

Reference 18

Resolution: verified exact; doi, observed 2026-06-26T20:59:57.298855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8a94d799-6355-4786-a3ff-2d0a72fd166d · outbound

This paper cites Compressing.

Displacement Is Not Direction: Evaluating Fidelity Metrics for Quantized LLM Deployment Compressing

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-26T20:58:33.720040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75ce39a3-690d-47dc-9e7c-c3311eab71fd · outbound

This paper cites 2023 , url=.

Displacement Is Not Direction: Evaluating Fidelity Metrics for Quantized LLM Deployment 2023 , url=

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-26T20:58:33.720040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation e4f0decb-1f5b-4760-a527-879880c9725c · inbound

Tied Trit-Planes: Constraining PTQTP to a Uniform Nine-Level Quantizer, with a Persistent Folded Format for Disk-Streamed Mixture-of-Experts Serving cites this paper.

Tied Trit-Planes: Constraining PTQTP to a Uniform Nine-Level Quantizer, with a Persistent Folded Format for Disk-Streamed Mixture-of-Experts Serving Displacement Is Not Direction: Evaluating Fidelity Metrics for Quantized LLM Deployment

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-14T04:25:49.179484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.