Paper Citation Record · LEDGER

Megrez2 Technical Report

As of 17 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 2 inbound Pith citation observations for arXiv:2507.17728.

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

pith.paper-citation-record.v1
2507.17728 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:22:31.573595Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T07:31:30.002413Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T07:43:11.730902Z

Reference resolution

30 of 30 outbound references displayed

verified exact0
verified fuzzy9
unresolved21
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7408cc4d-dd1a-4f3e-b390-6d6a56c17984 · outbound

This paper cites Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs.

Megrez2 Technical Report Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T18:22:31.423242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b24c8a24-0c9a-49a1-907f-8ca01019e7ed · outbound

This paper cites GPT-4 Technical Report.

Megrez2 Technical Report GPT-4 Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T18:22:31.429139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c18bebae-ee4b-4059-8dd5-6ceabad935ef · outbound

This paper cites https://github.com/MoonshotAI/Kimi-K2.

Megrez2 Technical Report https://github.com/MoonshotAI/Kimi-K2

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:22:32.129952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a6aabc3e-5c8f-4be6-b691-6b9ef877773a · outbound

This paper cites Program Synthesis with Large Language Models.

Megrez2 Technical Report Program Synthesis with Large Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T18:22:31.439223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a04d115-6d1a-4161-b026-49befda38162 · outbound

This paper cites Read-ME: Refactorizing LLMs as Router-Decoupled Mixture of Experts with System Co-Design.

Megrez2 Technical Report Read-ME: Refactorizing LLMs as Router-Decoupled Mixture of Experts with System Co-Design

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:22:32.114717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 89f26a69-0768-4100-9501-a3cf1553bea4 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Megrez2 Technical Report Evaluating Large Language Models Trained on Code

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T18:22:31.448585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee2a01a2-7b50-4815-8f52-a9b4fc306acb · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Megrez2 Technical Report Training Verifiers to Solve Math Word Problems

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T18:22:31.453786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e88677d7-12a3-459c-88f7-bd0812465610 · outbound

This paper cites DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models.

Megrez2 Technical Report DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T18:22:31.458015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bda07f25-80c4-4669-9b8e-bc1e5e3ed92b · outbound

This paper cites Fast Inference of Mixture-of-Experts Language Models with Offloading.

Megrez2 Technical Report Fast Inference of Mixture-of-Experts Language Models with Offloading

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T18:22:31.462458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cebd7bb-92c4-4e2e-9c69-7bb59dd7489d · outbound

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

Megrez2 Technical Report DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T18:22:31.466907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88f33b04-ed93-4b17-a853-c7e168c88766 · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

Megrez2 Technical Report Measuring Mathematical Problem Solving With the MATH Dataset

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T18:22:31.471074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0d5a180-a44d-4c07-8ebd-2ee400ca10bd · outbound

This paper cites C-eval: A multi-level multi-discipline chinese evaluation suite for foundation models.

Megrez2 Technical Report C-eval: A multi-level multi-discipline chinese evaluation suite for foundation models

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:22:32.098712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ae1f1fdb-6c18-4bdc-9e89-27077b32701a · outbound

This paper cites Pre-gated moe: An algorithm-system co-design for fast and scalable mixture-of-expert inference.

Megrez2 Technical Report Pre-gated moe: An algorithm-system co-design for fast and scalable mixture-of-expert inference

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:22:32.080637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1a48f460-0aec-47f7-b8ab-f84b9ef3929f · outbound

This paper cites Gemma 3 Technical Report.

Megrez2 Technical Report Gemma 3 Technical Report

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T18:22:31.489869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61cf7f48-7b74-4b88-b97c-389fd402cc26 · outbound

This paper cites Megrez-Omni Technical Report.

Megrez2 Technical Report Megrez-Omni Technical Report

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T18:22:31.495411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 607186a0-6097-44fd-aa0d-8d349315e6d4 · outbound

This paper cites DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model.

Megrez2 Technical Report DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T18:22:31.500853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d261e4ae-c571-471f-9d59-1acb1440e4a6 · outbound

This paper cites https://ai.

Megrez2 Technical Report https://ai

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:22:32.062735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation aa1a5e49-3bb0-42d2-8705-1de0005d8fca · outbound

This paper cites OpenAI blog post.

Megrez2 Technical Report OpenAI blog post

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:22:32.047015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4488eef3-f5e7-4545-97b3-215ca830edb3 · outbound

This paper cites 2025.URL: https://openai.com/index/introducing-o3- and-o4-mini/.

Megrez2 Technical Report 2025.URL: https://openai.com/index/introducing-o3- and-o4-mini/

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:22:32.031128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f35391cf-7bfe-43bf-a253-bf9f8bbb173f · outbound

This paper cites High-Dimensional Continuous Control Using Generalized Advantage Estimation.

Megrez2 Technical Report High-Dimensional Continuous Control Using Generalized Advantage Estimation

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T18:22:31.523116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de308f28-18c9-4fb6-8c1f-053ba5cbd31a · outbound

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

Megrez2 Technical Report DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T18:22:31.528917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca65bfeb-c9ee-44ad-a050-c73e7e285444 · outbound

This paper cites Roformer: Enhanced trans- former with rotary position embedding.

Megrez2 Technical Report Roformer: Enhanced trans- former with rotary position embedding

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:22:32.015811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ec23250f-0d0f-4bb3-912b-6e14fbf2daae · outbound

This paper cites Dai, Anja Hauth, Katie Millican, et al.Gemini: A Family of Highly Capable Multimodal Models.

Megrez2 Technical Report Dai, Anja Hauth, Katie Millican, et al.Gemini: A Family of Highly Capable Multimodal Models

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:22:31.996187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5d0f71e9-6386-4161-b27c-bf74e4006ed6 · outbound

This paper cites Auxiliary-Loss-Free Load Balancing Strategy for Mixture-of-Experts.

Megrez2 Technical Report Auxiliary-Loss-Free Load Balancing Strategy for Mixture-of-Experts

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T18:22:31.548915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7aa166cd-942a-413e-97d1-7b772eefca7c · outbound

This paper cites MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark.

Megrez2 Technical Report MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T18:22:31.553751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4d98c11-b027-47a4-9f96-0e925258a363 · outbound

This paper cites Skywork-MoE: A Deep Dive into Training Techniques for Mixture-of-Experts Language Models.

Megrez2 Technical Report Skywork-MoE: A Deep Dive into Training Techniques for Mixture-of-Experts Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T18:22:31.558747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b44c9ab-69f7-4b8c-bf3a-d6efd81fb4b7 · outbound

This paper cites Qwen3 Technical Report.

Megrez2 Technical Report Qwen3 Technical Report

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T18:22:31.563892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b79c4425-af2a-4cf3-adf0-0a47d0a5bc1f · outbound

This paper cites Qwen2.5 Technical Report.

Megrez2 Technical Report Qwen2.5 Technical Report

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T18:22:31.568825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53b9c0dd-613e-4c51-9e7c-d8f74f8c8806 · outbound

This paper cites Instruction-Following Evaluation for Large Language Models.

Megrez2 Technical Report Instruction-Following Evaluation for Large Language Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T18:22:31.573595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2aae55a4-2ece-49fa-86a2-ce8e4f371296 · outbound

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

Megrez2 Technical Report Gemini: A Family of Highly Capable Multimodal Models

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-15T18:22:31.543753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation d2458f03-1b65-42e4-b243-d34a5dbec593 · inbound

Scaling Latent Reasoning via Looped Language Models cites this paper.

Scaling Latent Reasoning via Looped Language Models Megrez2 Technical Report

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-15T07:43:11.733057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 664b41ab-d79e-41f6-b34f-f8b47399cc55 · inbound

Scaling Latent Reasoning via Looped Language Models cites this paper.

Scaling Latent Reasoning via Looped Language Models Megrez2 Technical Report

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T07:31:30.002413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.