Paper Citation Record · LEDGER

An Empirical Study of Qwen3 Quantization

As of 19 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 5 inbound Pith citation observations for arXiv:2505.02214.

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

pith.paper-citation-record.v1
2505.02214 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T01:02:11.898025Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:42:13.739983Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T23:44:26.585323Z

Reference resolution

19 of 19 outbound references displayed

verified exact0
verified fuzzy5
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d86f370f-f36c-4cac-ad87-3b1dc71b8a53 · outbound

This paper cites Qwen Technical Report.

An Empirical Study of Qwen3 Quantization Qwen Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T01:02:11.842228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8eef92f-b841-42db-9669-0d75dd1b6ae9 · outbound

This paper cites In: Proceedings of the AAAI conference on artificial intelligence.

An Empirical Study of Qwen3 Quantization In: Proceedings of the AAAI conference on artificial intelligence

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:02:12.138428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b1a97585-d897-42c3-add1-9688acdad8cf · outbound

This paper cites BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions.

An Empirical Study of Qwen3 Quantization BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T01:02:11.849384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f987abe-9e39-450b-a55d-cef6508e9926 · outbound

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

An Empirical Study of Qwen3 Quantization Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T01:02:11.852872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a8adf08-0246-48ab-bbc0-429d3f9983c4 · outbound

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

An Empirical Study of Qwen3 Quantization GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T01:02:11.855867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d78965be-cad4-4ec3-aec6-ec43c7e9c3f6 · outbound

This paper cites arXiv preprint arXiv:2409.16694 (2024).

An Empirical Study of Qwen3 Quantization arXiv preprint arXiv:2409.16694 (2024)

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T01:02:11.858763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1449ab21-e1ee-4969-94e0-3ee5aa61dc6f · outbound

This paper cites Measuring Massive Multitask Language Understanding.

An Empirical Study of Qwen3 Quantization Measuring Massive Multitask Language Understanding

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T01:02:11.861981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29fa57fc-8422-40a2-8cfd-f83d41f6c6da · outbound

This paper cites BiLLM: Pushing the Limit of Post-Training Quantization for LLMs.

An Empirical Study of Qwen3 Quantization BiLLM: Pushing the Limit of Post-Training Quantization for LLMs

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T01:02:11.864916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2b1ca35-35ff-4e77-b679-a26555f89633 · outbound

This paper cites Visual Intelligence 2(1), 36 (2024).

An Empirical Study of Qwen3 Quantization Visual Intelligence 2(1), 36 (2024)

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:02:12.127108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 710627f8-ec04-4335-aad4-cf5c7f43b569 · outbound

This paper cites AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration.

An Empirical Study of Qwen3 Quantization AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T01:02:11.871043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40b54602-05e4-45bc-aa82-85f74af34036 · outbound

This paper cites SpinQuant: LLM quantization with learned rotations.

An Empirical Study of Qwen3 Quantization SpinQuant: LLM quantization with learned rotations

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T01:02:11.874045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 135c702e-d55d-4a6c-b67c-5a1eefb2484f · outbound

This paper cites Pointer Sentinel Mixture Models.

An Empirical Study of Qwen3 Quantization Pointer Sentinel Mixture Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T01:02:11.877007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f9a3e6f-ca6b-49e1-bda4-72a58122176f · outbound

This paper cites The Journal of Machine Learning Research 21(1), 5485–5551 (2020).

An Empirical Study of Qwen3 Quantization The Journal of Machine Learning Research 21(1), 5485–5551 (2020)

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:02:12.115568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9ff3a11d-148a-47b0-8bde-51d9dc8674cc · outbound

This paper cites Communications of the ACM 64(9), 99–106 (2021).

An Empirical Study of Qwen3 Quantization Communications of the ACM 64(9), 99–106 (2021)

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:02:12.103073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a8663344-b333-4b8b-9266-96f3bd82a3ef · outbound

This paper cites Advances in neural information processing systems 30 (2017).

An Empirical Study of Qwen3 Quantization Advances in neural information processing systems 30 (2017)

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T01:02:11.886489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 203b5d4b-9e0b-41bc-b0f0-a5eb95553106 · outbound

This paper cites In: International Conference on Machine Learning.

An Empirical Study of Qwen3 Quantization In: International Conference on Machine Learning

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:02:12.087549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b611a95b-0cf0-4f70-b8d3-f9575f849926 · outbound

This paper cites Qwen2.5 Technical Report.

An Empirical Study of Qwen3 Quantization Qwen2.5 Technical Report

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T01:02:11.892153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 510d9f26-c747-4f01-a473-cf07486eaad8 · outbound

This paper cites RPTQ: Reorder-based Post-training Quantization for Large Language Models.

An Empirical Study of Qwen3 Quantization RPTQ: Reorder-based Post-training Quantization for Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T01:02:11.895037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14d11b3e-d227-4784-82b5-c45f0ba8be70 · outbound

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

An Empirical Study of Qwen3 Quantization HellaSwag: Can a Machine Really Finish Your Sentence?

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T01:02:11.898025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 7c4ec6b2-23c4-4cb9-afdc-0c2bb89295d3 · inbound

From Shots to Stories: LLM-Assisted Video Editing with Unified Language Representations cites this paper.

From Shots to Stories: LLM-Assisted Video Editing with Unified Language Representations An Empirical Study of Qwen3 Quantization

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-15T20:42:13.739983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c09ac455-b575-4ebb-99dd-4052e946f812 · inbound

Scaling Law for Quantization-Aware Training cites this paper.

Scaling Law for Quantization-Aware Training An Empirical Study of Qwen3 Quantization

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T15:41:09.367262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e03b32e-bb62-4a96-8b4f-4b971aa5d7b3 · inbound

Get Experience from Practice: LLM Agents with Record & Replay cites this paper.

Get Experience from Practice: LLM Agents with Record & Replay An Empirical Study of Qwen3 Quantization

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-07T14:44:31.192511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37e22f10-ed19-4565-a04a-6a80c8e66a8e · inbound

Rethinking 1-bit Optimization Leveraging Pre-trained Large Language Models cites this paper.

Rethinking 1-bit Optimization Leveraging Pre-trained Large Language Models An Empirical Study of Qwen3 Quantization

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-05-21T23:44:26.587231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9594ce93-1944-440d-81a2-46ba9b2552f7 · inbound

Wrong Before Right: Late Rescue and Interface Failure in Aligned Language Models cites this paper.

Wrong Before Right: Late Rescue and Interface Failure in Aligned Language Models An Empirical Study of Qwen3 Quantization

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-11T15:58:40.406682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.