Paper Citation Record · LEDGER

EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models

As of 8 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2505.20888.

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

pith.paper-citation-record.v1
2505.20888 v2

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:49:14.772717Z

measured 30 of 30 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

30 of 30 outbound references displayed

verified exact1
verified fuzzy2
unresolved27
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 16700cb5-52df-48e3-b2e1-661b9bd6caa4 · outbound

This paper cites Constitutional AI: Harmlessness from AI Feedback.

EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models Constitutional AI: Harmlessness from AI Feedback

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T13:49:10.576691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ed727d5-12e6-49e6-92af-818187f58d14 · outbound

This paper cites Reasoning with OmniThought: A Large CoT Dataset with Verbosity and Cognitive Difficulty Annotations.

EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models Reasoning with OmniThought: A Large CoT Dataset with Verbosity and Cognitive Difficulty Annotations

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T13:49:10.708258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f81d7848-dedd-4e5f-8d38-42c479cf090d · outbound

This paper cites an unresolved cited work.

EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T13:49:10.821117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a7806b3-32ad-4d55-96f3-a40792272954 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T13:49:10.936159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa86540f-742b-46d2-95d0-43310a7c215d · outbound

This paper cites an unresolved cited work.

EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:49:17.049312Z

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.

Observation 118f8432-2c75-4acc-b9d3-9b08a70821b6 · outbound

This paper cites an unresolved cited work.

EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T13:49:11.146637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f164466-d777-412c-8b34-6b4fa2a86cc0 · outbound

This paper cites an unresolved cited work.

EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:49:16.831464Z

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.

Observation e1ac570d-7d18-4e3d-a5fb-9e74697fee98 · outbound

This paper cites From System 1 to System 2: A Survey of Reasoning Large Language Models.

EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models From System 1 to System 2: A Survey of Reasoning Large Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T13:49:11.506083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d84f3036-e691-4941-86c6-bafdc213e8b4 · outbound

This paper cites Best Practices and Lessons Learned on Synthetic Data.

EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models Best Practices and Lessons Learned on Synthetic Data

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T13:49:11.631956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1eb0f43c-616d-417b-a619-9c4b14516ea7 · outbound

This paper cites Manning, Stefano Ermon, and Chelsea Finn.

EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models Manning, Stefano Ermon, and Chelsea Finn

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:49:16.639299Z

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.

Observation b236ef97-9d7c-40b8-a083-32f3b56c269b · outbound

This paper cites an unresolved cited work.

EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T13:49:11.919425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 976026f3-de9d-45e1-b810-f06952db3ba1 · outbound

This paper cites Proximal Policy Optimization Algorithms.

EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models Proximal Policy Optimization Algorithms

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T13:49:12.102333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fffb7907-e84a-46d0-9175-a089dd5ad329 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T13:49:12.273736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a308b24-902e-4d84-9660-d86d4831ed5e · outbound

This paper cites an unresolved cited work.

EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T13:49:12.414602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03dc10a3-6b99-4af4-88c5-0b6ff0967232 · outbound

This paper cites Zephyr: Direct Distillation of LM Alignment.

EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models Zephyr: Direct Distillation of LM Alignment

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T13:49:12.573358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35b5faeb-9949-487f-a486-51f21beaea05 · outbound

This paper cites DistilQwen2.5: Industrial Practices of Training Distilled Open Lightweight Language Models.

EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models DistilQwen2.5: Industrial Practices of Training Distilled Open Lightweight Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T13:49:12.683332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9739006-5b91-4e72-b1bc-506ed69cd7f9 · outbound

This paper cites Chi, Quoc V.

EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models Chi, Quoc V

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:49:16.481426Z

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.

Observation 674397f2-cf8d-4c36-a775-34275ff0d1a1 · outbound

This paper cites an unresolved cited work.

EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:49:16.357067Z

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.

Observation 54ff02cb-bbb5-474f-93c7-ff766aaa3c3b · outbound

This paper cites A Survey on Knowledge Distillation of Large Language Models.

EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models A Survey on Knowledge Distillation of Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T13:49:13.090649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27352e52-d305-4679-b675-35efd21778b1 · outbound

This paper cites an unresolved cited work.

EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T13:49:13.241749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f70c3008-71eb-4d6e-b1ba-fab0347f83c1 · outbound

This paper cites Qwen2 Technical Report.

EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models Qwen2 Technical Report

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T13:49:13.426600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49ddbf71-4d46-4609-a95e-5e4759d5f5fd · outbound

This paper cites Qwen2.5 Technical Report.

EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models Qwen2.5 Technical Report

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T13:49:13.553692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db07e64c-29b4-46d0-a1af-2158d955cfe2 · outbound

This paper cites Survey on Knowledge Distillation for Large Language Models: Methods, Evaluation, and Application.

EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models Survey on Knowledge Distillation for Large Language Models: Methods, Evaluation, and Application

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T13:49:13.665992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 580a2874-3e12-42f8-a6b0-3ef4c55fe26c · outbound

This paper cites an unresolved cited work.

EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:49:16.169548Z

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.

Observation 228b6563-f4f5-40bc-9200-a35b7d1767d1 · outbound

This paper cites an unresolved cited work.

EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T13:49:13.973173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b274687-4f42-416a-b883-8476e822b0f9 · outbound

This paper cites Building a Family of Data Augmentation Models for Low-cost LLM Fine-tuning on the Cloud.

EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models Building a Family of Data Augmentation Models for Low-cost LLM Fine-tuning on the Cloud

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:49:15.072251Z

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.

Observation c1262863-ead0-402f-b1a9-6565640fcc69 · outbound

This paper cites an unresolved cited work.

EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:49:15.882474Z

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.

Observation 045922c6-59f8-45f6-a405-8785e5df4693 · outbound

This paper cites A Survey of Large Language Models.

EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models A Survey of Large Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T13:49:14.435037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3c5d5a9-bc1e-43d7-bcad-247e75da49d0 · outbound

This paper cites URL: " 'urlintro :=.

EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models URL: " 'urlintro :=

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T13:49:14.619474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fb392f9-069a-4b04-8839-66996858dcf0 · outbound

This paper cites write newline.

EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models write newline

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T13:49:14.772717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.