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Paper Citation Record · LEDGER

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective

As of 13 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 0 inbound Pith citation observations for arXiv:2607.18026.

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

pith.paper-citation-record.v1
2607.18026 v1

Coverage vector

measured 62 of 62 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T16:24:22.559945Z

measured 62 of 62 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

62 of 62 outbound references displayed

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  • verified fuzzy0
  • unresolved59
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a4358697-8338-4891-b964-e5b44f5cbccf · outbound

This paper cites an unresolved cited work.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Unresolved cited work

Reference 1

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Unavailable: canonical work link unavailable.

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Observation ab26aa71-a57d-4309-9cc7-8d295bd31ce6 · outbound

This paper cites Git Re-Basin: Merging Models modulo Permutation Symmetries.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Git Re-Basin: Merging Models modulo Permutation Symmetries

Reference 2

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Observation 76e0fabc-b56d-4ee8-af7e-492f01a727fd · outbound

This paper cites Layer Normalization.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Layer Normalization

Reference 3

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Observation a9a55b86-314b-42d0-a118-04040a5db3d4 · outbound

This paper cites an unresolved cited work.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Unresolved cited work

Reference 4

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Observation a4b0c3cb-1dcd-4c13-8dbe-5e08f984db66 · outbound

This paper cites an unresolved cited work.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Unresolved cited work

Reference 5

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Observation 76bed462-7772-42b3-af32-3384ac3dfe01 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Evaluating Large Language Models Trained on Code

Reference 6

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Observation 5a5c3f58-5c40-4b0b-a6f7-7f7591146e5e · outbound

This paper cites Can Heterogeneous Language Models Be Fused?.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Can Heterogeneous Language Models Be Fused?

Reference 7

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Observation df0ec116-3114-44b5-9c12-693ee3aafdc8 · outbound

This paper cites Harnessing Multiple Large Language Models: A Survey on LLM Ensemble.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Harnessing Multiple Large Language Models: A Survey on LLM Ensemble

Reference 8

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Observation ae49b69c-0cd3-427d-9e6f-6ebf7e1e9b23 · outbound

This paper cites an unresolved cited work.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Unresolved cited work

Reference 9

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Observation 7065434c-267c-46dc-a1f0-e8890c6fee4b · outbound

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

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 10

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Observation a35cca7f-f60e-47d4-961f-97fb165fc28e · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Training Verifiers to Solve Math Word Problems

Reference 11

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Observation ad0a8751-c9ec-49a1-94ff-f62ef19c6322 · outbound

This paper cites Model Breadcrumbs: Scaling Multi-Task Model Merging with Sparse Masks.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Model Breadcrumbs: Scaling Multi-Task Model Merging with Sparse Masks

Reference 12

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Observation 5f44437b-fde2-472a-977e-90506fa9df1f · outbound

This paper cites an unresolved cited work.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Unresolved cited work

Reference 13

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Observation b953f338-90a0-467f-9b43-0ba5adb2c7c0 · outbound

This paper cites AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization

Reference 14

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Observation fdf6281a-d9fc-4650-8ea9-75d7895a5b82 · outbound

This paper cites Linear Mode Connectivity and the Lottery Ticket Hypothesis.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Linear Mode Connectivity and the Lottery Ticket Hypothesis

Reference 15

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Observation 3f6787e6-9eb5-4390-a215-f0c295dda88e · outbound

This paper cites an unresolved cited work.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Unresolved cited work

Reference 16

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Observation ed8aba37-986f-4771-b29a-e2e745529bcc · outbound

This paper cites Loss Surfaces, Mode Connectivity, and Fast Ensembling of DNNs.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Loss Surfaces, Mode Connectivity, and Fast Ensembling of DNNs

Reference 17

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Observation 09df3320-284b-441f-827c-13d9ba88f6e1 · outbound

This paper cites SeMe: Training-Free Language Model Merging via Semantic Alignment.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective SeMe: Training-Free Language Model Merging via Semantic Alignment

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 54a38794-729d-4a12-a7cb-52a791cd3586 · outbound

This paper cites HM3: Heterogeneous Multi-Class Model Merging.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective HM3: Heterogeneous Multi-Class Model Merging

Reference 19

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation fe9f8c1b-a8ac-4368-890d-44b1e63881e6 · outbound

This paper cites Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic

Reference 20

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Observation 58c6d936-143b-4df4-8244-9df5b28975bd · outbound

This paper cites an unresolved cited work.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Unresolved cited work

Reference 21

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Observation 0ef6b78c-eaf9-4d7a-8814-804f4bceec3d · outbound

This paper cites Measuring Massive Multitask Language Understanding.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Measuring Massive Multitask Language Understanding

Reference 22

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Observation 47f97e15-f7d5-415f-ad82-37c342e9c1db · outbound

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

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Measuring Mathematical Problem Solving With the MATH Dataset

Reference 23

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Observation 094f4cce-ec3c-4810-80d2-0f6238e18f9b · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Distilling the Knowledge in a Neural Network

Reference 24

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Observation 14549467-fc93-4bba-8a8e-90c2fa39d97c · outbound

This paper cites an unresolved cited work.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Unresolved cited work

Reference 25

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Observation 1c8caa81-d8e3-46d5-9c2f-c868b15b7af7 · outbound

This paper cites Editing Models with Task Arithmetic.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Editing Models with Task Arithmetic

Reference 26

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Observation 48db6eb9-1571-446a-90b5-a0076bca0df8 · outbound

This paper cites Mixtral of Experts.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Mixtral of Experts

Reference 27

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Observation 3790187b-6bf7-42bc-a047-f7a153fa6ba7 · outbound

This paper cites Dataless Knowledge Fusion by Merging Weights of Language Models.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Dataless Knowledge Fusion by Merging Weights of Language Models

Reference 28

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Observation 8bec8e41-7f63-4fb9-8248-2f399155003d · outbound

This paper cites REPAIR: REnormalizing Permuted Activations for Interpolation Repair.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective REPAIR: REnormalizing Permuted Activations for Interpolation Repair

Reference 29

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Observation 9c59ea70-8e54-48b5-af14-6d56a84460cf · outbound

This paper cites Similarity of Neural Network Representations Revisited.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Similarity of Neural Network Representations Revisited

Reference 30

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Observation 2aa5517e-84d9-4582-a3aa-12c6e725b197 · outbound

This paper cites Let's Verify Step by Step.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Let's Verify Step by Step

Reference 31

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Observation 95e456d9-3bab-4274-9bd1-b4de3c8cf946 · outbound

This paper cites Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation

Reference 32

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Observation 924248ff-f735-4436-99cf-41cbfa55126f · outbound

This paper cites Merge, Ensemble, and Cooperate! A Survey on Collaborative Strategies in the Era of Large Language Models.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Merge, Ensemble, and Cooperate! A Survey on Collaborative Strategies in the Era of Large Language Models

Reference 33

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Observation d83d2b5a-cfb8-42ac-867c-bf8f0ed6bbfd · outbound

This paper cites Merging Models with Fisher-Weighted Averaging.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Merging Models with Fisher-Weighted Averaging

Reference 34

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Observation 23f2e2dd-5350-447b-88f6-c1d496bc1505 · outbound

This paper cites an unresolved cited work.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Unresolved cited work

Reference 35

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Observation 43d7624d-fc0f-46db-9d8c-89ecbada2c17 · outbound

This paper cites SVCCA: Singular Vector Canonical Correlation Analysis for Deep Learning Dynamics and Interpretability.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective SVCCA: Singular Vector Canonical Correlation Analysis for Deep Learning Dynamics and Interpretability

Reference 36

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Observation 3a61227a-4f6d-4156-a25d-de4c8be50f6c · outbound

This paper cites an unresolved cited work.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Unresolved cited work

Reference 37

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Observation 952a8675-b3c1-4e55-b2ce-2df5256bd44d · outbound

This paper cites an unresolved cited work.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Unresolved cited work

Reference 38

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Observation 49a17bb1-8c82-420c-b4b7-c26d20efa7a8 · outbound

This paper cites an unresolved cited work.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Unresolved cited work

Reference 39

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source=arxiv_source observed=2026-08-01T16:24:20.309440Z digest=sha256:aaa49a2ec3887e6c3b42d92d0b6d43d7b08791aae144da0db26e815a5b43dcc4

Observation 7ed3e1e1-2035-4c22-bfb2-2451e5af6a33 · outbound

This paper cites an unresolved cited work.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Unresolved cited work

Reference 40

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source=arxiv_source observed=2026-08-01T16:24:20.393454Z digest=sha256:4cdefa456f7ecadab7ff3dfd6d54e75514a7238289409ea6b96109cb3fc34b24

Observation f948f6b8-049f-4909-ab2c-19cb1167f136 · outbound

This paper cites an unresolved cited work.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Unresolved cited work

Reference 41

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source=arxiv_source observed=2026-08-01T16:24:20.532015Z digest=sha256:0d26f6556960f515da18b86951096d2daa563be81ceccb4e870ac9a4fd30be32

Observation 81328fa1-500f-4cf4-abd5-5fbedfdb4039 · outbound

This paper cites ZipIt! Merging Models from Different Tasks without Training.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective ZipIt! Merging Models from Different Tasks without Training

Reference 42

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source=arxiv_source observed=2026-08-01T16:24:20.617436Z digest=sha256:cf8da8703dc19558409e3bc92870deee7306582feb5683cb27f9303ad56ac512

Observation 51f24b1e-fd8a-43c4-9253-7ddd24f4de8e · outbound

This paper cites Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them

Reference 43

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source=arxiv_source observed=2026-08-01T16:24:20.728259Z digest=sha256:fde87be2af2cd7dbaea9e61552443a2fc4502c36571eddb3786e5dab4c405cce

Observation 3e67ab7d-e9a3-4324-ad88-9759cc133275 · outbound

This paper cites Merging by Matching Models in Task Parameter Subspaces.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Merging by Matching Models in Task Parameter Subspaces

Reference 44

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source=arxiv_source observed=2026-08-01T16:24:20.830090Z digest=sha256:fd58dc471fd23762824588b9de13730acb472c406f84fc8264cb43403a8fd51a

Observation 9d71a809-50cf-4992-beea-da82a1e2a2df · outbound

This paper cites Attention Is All You Need.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Attention Is All You Need

Reference 45

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source=arxiv_source observed=2026-08-01T16:24:20.942420Z digest=sha256:b188655a79f00c27d53e0cccdfb941113fb2c72e113e1e547afe054068486f03

Observation 548a3f6c-7761-46b7-bfdf-d901bd1b6828 · outbound

This paper cites Knowledge Fusion of Large Language Models.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Knowledge Fusion of Large Language Models

Reference 46

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source=arxiv_source observed=2026-08-01T16:24:21.075365Z digest=sha256:79d8456084b118ea47006215b733306294fc508a7207d8d436b93abb9ef38d6c

Observation f631cb01-0cca-4244-9a0e-2655720e5e63 · outbound

This paper cites FuseChat: Knowledge Fusion of Chat Models.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective FuseChat: Knowledge Fusion of Chat Models

Reference 47

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no resolver link, observed 2026-08-01T16:24:21.182170Z

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source=arxiv_source observed=2026-08-01T16:24:21.182170Z digest=sha256:33bee3d536cdfef3ae0b51746b7e06016ee8a6d9c7b1f7a484feb12c426a473e

Observation 6ec62e58-2c26-4e9e-9854-645a18aa392b · outbound

This paper cites GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding

Reference 48

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source=arxiv_source observed=2026-08-01T16:24:21.272216Z digest=sha256:4a79ae6b570c1c2bc0d4af030cf62ca918663cd823fc73ed0157e76c7fdb72d6

Observation fd1bafd5-11da-4526-8a78-5e6e4449fe65 · outbound

This paper cites Localizing Task Information for Improved Model Merging and Compression.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Localizing Task Information for Improved Model Merging and Compression

Reference 49

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source=arxiv_source observed=2026-08-01T16:24:21.401976Z digest=sha256:87b3afa40925e2747dd7eb758f7416c32e5c2d55cf37f964f02ffdb42e08f2cb

Observation 0516e67d-a34b-4a49-803d-9cc33b95ac1f · outbound

This paper cites Model Merging Scaling Laws in Large Language Models.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Model Merging Scaling Laws in Large Language Models

Reference 50

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source=arxiv_source observed=2026-08-01T16:24:21.462878Z digest=sha256:06518ca07746690344e10c7558a6227e33cb2e8178372db6f204ba65b8cfc258

Observation 2fcba8b1-b344-4cb2-9085-8cd14c50b33e · outbound

This paper cites an unresolved cited work.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Unresolved cited work

Reference 51

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source=arxiv_source observed=2026-08-01T16:24:21.511750Z digest=sha256:6191d89c15b034295300964af92a27e21b73700d3460710a8d9b603aaf0a1eab

Observation 20a1606f-0608-4bfb-8160-6d136b5d8542 · outbound

This paper cites Morcos, Hongseok Namkoong, Ali Farhadi, Yair Carmon, Simon Kornblith, and Ludwig Schmidt.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Morcos, Hongseok Namkoong, Ali Farhadi, Yair Carmon, Simon Kornblith, and Ludwig Schmidt

Reference 52

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source=arxiv_source observed=2026-08-01T16:24:21.603889Z digest=sha256:cf412db3f949664381f26bbae7f1027868cfe83ad39967ba28d3775eb6c7951a

Observation 9b7cc181-49f9-4500-ba5a-dae372b26e07 · outbound

This paper cites TIES-Merging: Resolving Interference When Merging Models.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective TIES-Merging: Resolving Interference When Merging Models

Reference 53

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source=arxiv_source observed=2026-08-01T16:24:21.670631Z digest=sha256:df7cbdd865ba5ff75195f5b9ac87971ec3050ef934ed3578345f18afef3eb377

Observation 3fa8134f-fa31-4c93-a0ed-10cfad38c2a9 · outbound

This paper cites What Matters for Model Merging at Scale?.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective What Matters for Model Merging at Scale?

Reference 54

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source=arxiv_source observed=2026-08-01T16:24:21.762226Z digest=sha256:b57aef00b51fd7499da3c15618f74bd7ec485c4261d024f1034f560bac1ea307

Observation c3b343f7-a75c-4892-9d5f-ec629b230bc6 · outbound

This paper cites Qwen3 Technical Report.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Qwen3 Technical Report

Reference 55

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source=arxiv_source observed=2026-08-01T16:24:21.891677Z digest=sha256:9f590384136a57dbe46b90b61d304def64319275ed018f73093cb135d077b14f

Observation 46baebff-c2e2-44c7-b463-81771a6da17a · outbound

This paper cites an unresolved cited work.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Unresolved cited work

Reference 56

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no resolver link, observed 2026-08-01T16:24:22.016261Z

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source=arxiv_source observed=2026-08-01T16:24:22.016261Z digest=sha256:80d0ead3fa209c32e8d8052dfc2d25c389698650d1946c5d02d633f94369dcdd

Observation cbeddbae-d1a3-4b98-aa03-0f0a197daebf · outbound

This paper cites Qwen2.5 Technical Report.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Qwen2.5 Technical Report

Reference 57

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no resolver link, observed 2026-08-01T16:24:22.123955Z

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source=arxiv_source observed=2026-08-01T16:24:22.123955Z digest=sha256:5b061a34bf4b5fa28d5cf1742bd9a0e2a98cea2c23289489b4b8abfce2771f6b

Observation 2ab28c12-610f-414f-b97c-53fc70a52ccf · outbound

This paper cites an unresolved cited work.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Unresolved cited work

Reference 58

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source=arxiv_source observed=2026-08-01T16:24:22.195190Z digest=sha256:576950631086866506b15f374e3fc1e49e9cb3851da746a79dba181ec244d04c

Observation c6a398ea-4670-477c-81c0-9f6cbca8c5b4 · outbound

This paper cites Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch

Reference 59

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no resolver link, observed 2026-08-01T16:24:22.263480Z

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source=arxiv_source observed=2026-08-01T16:24:22.263480Z digest=sha256:ded86c55aef8b2a0ec11cd5bcf9faa17aacb7af00aebfc76d389351abac50c62

Observation 11246f53-1b44-439d-b009-1a365167b58b · outbound

This paper cites an unresolved cited work.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Unresolved cited work

Reference 60

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source=arxiv_source observed=2026-08-01T16:24:22.368355Z digest=sha256:f40808ffb24077726bbaa96317a175cdbe8d524a9ed4e07c71d0e30210314bbe

Observation fcc298b4-4deb-4f68-bc28-a74855b097ba · outbound

This paper cites Root Mean Square Layer Normalization.

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Root Mean Square Layer Normalization

Reference 61

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source=arxiv_source observed=2026-08-01T16:24:22.447849Z digest=sha256:fd1031dd49c5521a0abcbc673ea9b51fff1f16803e19750a91cd324bf6ca687f

Observation ce36bb63-4680-4677-84a5-b47dab5d289c · outbound

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

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective Instruction-Following Evaluation for Large Language Models

Reference 62

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source=arxiv_source observed=2026-08-01T16:24:22.559945Z digest=sha256:5d78b0d06335b00ab979a77851cd964d0b9d27c2f0adc37dda3969436d65f826

Pith citing papers

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