Paper Citation Record · LEDGER

PoTPTQ: A Two-step Power-of-Two Post-training for LLMs

As of 9 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 1 inbound Pith citation observation for arXiv:2507.11959.

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

pith.paper-citation-record.v1
2507.11959 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:06:36.550476Z

measured 30 of 30 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-08T04:09:11.396993Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T21:51:17.828966Z

Reference resolution

29 of 29 outbound references displayed

verified exact0
verified fuzzy5
unresolved24
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8918f7df-f56c-4d53-83ae-2c084d7ab85e · outbound

This paper cites Ainslie, J.

PoTPTQ: A Two-step Power-of-Two Post-training for LLMs Ainslie, J

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:06:39.324999Z

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 573ef0e2-72ba-4059-ae1e-1fdc5c4d447f · outbound

This paper cites Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation.

PoTPTQ: A Two-step Power-of-Two Post-training for LLMs Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T17:06:34.270355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04cbafa1-2794-46de-bc57-466440d63f8b · outbound

This paper cites Brown, B.

PoTPTQ: A Two-step Power-of-Two Post-training for LLMs Brown, B

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T17:06:34.345081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 834af5b7-9823-44c0-8444-5f24580d7c72 · outbound

This paper cites an unresolved cited work.

PoTPTQ: A Two-step Power-of-Two Post-training for LLMs Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:06:39.084105Z

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 e56f4073-11ef-4748-bde8-5234121578f0 · outbound

This paper cites Dettmers, M.

PoTPTQ: A Two-step Power-of-Two Post-training for LLMs Dettmers, M

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:06:38.897673Z

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 ae7bf16b-5d74-4506-9d07-6cd3068a77ca · outbound

This paper cites Dettmers, M.

PoTPTQ: A Two-step Power-of-Two Post-training for LLMs Dettmers, M

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:06:38.758093Z

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 da81fe9a-9ceb-4a51-8be4-c11b16f77ffe · outbound

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

PoTPTQ: A Two-step Power-of-Two Post-training for LLMs SpQR: A Sparse-Quantized Representation for Near-Lossless LLM Weight Compression

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T17:06:34.719278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a93c2e59-3968-47a5-906c-a9f453b97bc0 · outbound

This paper cites Elhoushi, Z.

PoTPTQ: A Two-step Power-of-Two Post-training for LLMs Elhoushi, Z

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:06:38.613906Z

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 a1c98076-7646-4e99-a746-652e2572d04e · outbound

This paper cites Frantar, S.

PoTPTQ: A Two-step Power-of-Two Post-training for LLMs Frantar, S

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T17:06:38.437023Z

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 bab38c2b-9959-4b26-9a14-c9682590f0fb · outbound

This paper cites an unresolved cited work.

PoTPTQ: A Two-step Power-of-Two Post-training for LLMs Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:06:38.318740Z

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 725f5ff6-7343-43be-99c9-89e291c637f0 · outbound

This paper cites an unresolved cited work.

PoTPTQ: A Two-step Power-of-Two Post-training for LLMs Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:06:38.175534Z

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 a68a2527-7db5-4262-aab0-03ebd57eeb8c · outbound

This paper cites an unresolved cited work.

PoTPTQ: A Two-step Power-of-Two Post-training for LLMs Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:06:38.039222Z

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 d5564e23-7d54-4188-b876-fd2ae1bef421 · outbound

This paper cites an unresolved cited work.

PoTPTQ: A Two-step Power-of-Two Post-training for LLMs Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:06:37.879697Z

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 23093c35-d26b-4807-9ea9-dd480066b93d · outbound

This paper cites an unresolved cited work.

PoTPTQ: A Two-step Power-of-Two Post-training for LLMs Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:06:37.718481Z

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 9f892b97-7d87-455a-aa29-e31db772257f · outbound

This paper cites an unresolved cited work.

PoTPTQ: A Two-step Power-of-Two Post-training for LLMs Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:06:37.562618Z

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 2fc48096-c809-4664-9962-288a01b1c01c · outbound

This paper cites an unresolved cited work.

PoTPTQ: A Two-step Power-of-Two Post-training for LLMs Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T17:06:35.513049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6246e582-849f-4f92-94d0-6eeb8dcc3a73 · outbound

This paper cites an unresolved cited work.

PoTPTQ: A Two-step Power-of-Two Post-training for LLMs Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:06:37.390698Z

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 7a147e31-2687-4886-b011-f13e0604a577 · outbound

This paper cites Merity, C.

PoTPTQ: A Two-step Power-of-Two Post-training for LLMs Merity, C

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T17:06:35.694108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b02f7ada-f2de-4ffc-9052-1fe78628b0a5 · outbound

This paper cites Power-of-Two Quantization for Low Bitwidth and Hardware Compliant Neural Networks.

PoTPTQ: A Two-step Power-of-Two Post-training for LLMs Power-of-Two Quantization for Low Bitwidth and Hardware Compliant Neural Networks

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T17:06:35.789384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78921328-3363-4883-93ee-85e08585a75d · outbound

This paper cites an unresolved cited work.

PoTPTQ: A Two-step Power-of-Two Post-training for LLMs Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:06:37.239390Z

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 6c0a3128-33ac-419d-b648-5ae0a1d3468f · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

PoTPTQ: A Two-step Power-of-Two Post-training for LLMs Gemini: A Family of Highly Capable Multimodal Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T17:06:35.943968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60dd2d8e-82db-44ff-8de3-93e2d15c1a2b · outbound

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

PoTPTQ: A Two-step Power-of-Two Post-training for LLMs LLaMA: Open and Efficient Foundation Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T17:06:36.010684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d578c42-687b-4f29-b4d9-6e6f5a905bd2 · outbound

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

PoTPTQ: A Two-step Power-of-Two Post-training for LLMs Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T17:06:36.081891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f247830d-ff20-4990-83eb-6e8bebe5da40 · outbound

This paper cites Outlier Suppression+: Accurate quantization of large language models by equivalent and optimal shifting and scaling.

PoTPTQ: A Two-step Power-of-Two Post-training for LLMs Outlier Suppression+: Accurate quantization of large language models by equivalent and optimal shifting and scaling

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T17:06:36.149236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd893cd5-6e9b-4d0f-b820-e574630e4dfa · outbound

This paper cites an unresolved cited work.

PoTPTQ: A Two-step Power-of-Two Post-training for LLMs Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:06:37.039710Z

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 9d831c01-91a4-486e-8a24-d1ef1c1d9336 · outbound

This paper cites Qwen2.5 Technical Report.

PoTPTQ: A Two-step Power-of-Two Post-training for LLMs Qwen2.5 Technical Report

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T17:06:36.327812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af7d5808-c830-48d1-9dd5-f1e0949724bc · outbound

This paper cites an unresolved cited work.

PoTPTQ: A Two-step Power-of-Two Post-training for LLMs Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:06:36.888755Z

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 a7a06dc2-9ccf-4d1d-a582-cebceaa3ee1b · outbound

This paper cites an unresolved cited work.

PoTPTQ: A Two-step Power-of-Two Post-training for LLMs Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:06:36.749867Z

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 2b8a1533-16d3-470b-a0ff-3421326881c2 · outbound

This paper cites OPT: Open Pre-trained Transformer Language Models.

PoTPTQ: A Two-step Power-of-Two Post-training for LLMs OPT: Open Pre-trained Transformer Language Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T17:06:36.550476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 9477551a-bbf1-4e3f-9ece-8c4a91934a86 · inbound

PoTAcc: A Pipeline for End-to-End Acceleration of Power-of-Two Quantized DNNs cites this paper.

PoTAcc: A Pipeline for End-to-End Acceleration of Power-of-Two Quantized DNNs PoTPTQ: A Two-step Power-of-Two Post-training for LLMs

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:51:17.839494Z

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.