Paper Citation Record · LEDGER

Arcee's MergeKit: A Toolkit for Merging Large Language Models

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 36 inbound Pith citation observations for arXiv:2403.13257.

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

pith.paper-citation-record.v1
2403.13257 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 36 of 36 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:40:25.678637Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

3
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 39110611-042f-42c9-af23-7ec419afcd0c · inbound

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities cites this paper.

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities Arcee's MergeKit: A Toolkit for Merging Large Language Models

Reference 63

Resolution: verified exact; arxiv_id, observed 2026-05-17T22:16:04.654294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c943feff-4c45-47f0-8394-aa0c91fcbd8f · inbound

AstroMLab 3: Achieving GPT-4o Level Performance in Astronomy with a Specialized 8B-Parameter Large Language Model cites this paper.

AstroMLab 3: Achieving GPT-4o Level Performance in Astronomy with a Specialized 8B-Parameter Large Language Model Arcee's MergeKit: A Toolkit for Merging Large Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T21:14:04.968477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06db0671-0c72-406e-8cc5-c05f2eeb4cb2 · inbound

Neutralizing Backdoors through Information Conflicts for Large Language Models cites this paper.

Neutralizing Backdoors through Information Conflicts for Large Language Models Arcee's MergeKit: A Toolkit for Merging Large Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T11:25:31.738281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10f653ad-879e-42a6-b987-a12d412b65d9 · inbound

Optimizing Large Language Models for Turkish: New Methodologies in Corpus Selection and Training cites this paper.

Optimizing Large Language Models for Turkish: New Methodologies in Corpus Selection and Training Arcee's MergeKit: A Toolkit for Merging Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T23:11:07.244151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 004d3528-d5eb-4744-b92b-77cc6e4465f3 · inbound

How to Merge Your Multimodal Models Over Time? cites this paper.

How to Merge Your Multimodal Models Over Time? Arcee's MergeKit: A Toolkit for Merging Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T19:24:43.051280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51318e9d-ea98-4fa2-90cf-4cbc2796891d · inbound

BgGPT 1.0: Extending English-centric LLMs to other languages cites this paper.

BgGPT 1.0: Extending English-centric LLMs to other languages Arcee's MergeKit: A Toolkit for Merging Large Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T15:35:55.309162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35763719-145c-4a71-aea9-067e3ed00619 · inbound

Channel Merging: Preserving Specialization for Merged Experts cites this paper.

Channel Merging: Preserving Specialization for Merged Experts Arcee's MergeKit: A Toolkit for Merging Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T12:40:16.070755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efff6bbb-86ca-4724-9b0d-1fc748a7bab3 · inbound

Parameter-Efficient Interventions for Enhanced Model Merging cites this paper.

Parameter-Efficient Interventions for Enhanced Model Merging Arcee's MergeKit: A Toolkit for Merging Large Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T05:57:06.577402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15471346-957c-4072-809c-53c8fa04c992 · inbound

Soup to go: mitigating forgetting during continual learning with model averaging cites this paper.

Soup to go: mitigating forgetting during continual learning with model averaging Arcee's MergeKit: A Toolkit for Merging Large Language Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-10T21:22:06.031543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f2ddaa2-61c6-4e02-9b98-5874e8da1478 · inbound

Merging Feed-Forward Sublayers for Compressed Transformers cites this paper.

Merging Feed-Forward Sublayers for Compressed Transformers Arcee's MergeKit: A Toolkit for Merging Large Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T21:11:53.184915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6eaef8de-ba2f-40c2-80f1-4ced5ad4605b · inbound

Transformer-Squared: Self-adaptive LLMs cites this paper.

Transformer-Squared: Self-adaptive LLMs Arcee's MergeKit: A Toolkit for Merging Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T21:28:02.661457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fad8eb9-f69d-4440-bd72-9008d5b41a38 · inbound

Faster Machine Translation Ensembling with Reinforcement Learning and Competitive Correction cites this paper.

Faster Machine Translation Ensembling with Reinforcement Learning and Competitive Correction Arcee's MergeKit: A Toolkit for Merging Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T14:33:22.951335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1f194db-3c05-4ffe-84ec-ceef2e0a4c9f · inbound

MergeME: Model Merging Techniques for Homogeneous and Heterogeneous MoEs cites this paper.

MergeME: Model Merging Techniques for Homogeneous and Heterogeneous MoEs Arcee's MergeKit: A Toolkit for Merging Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-09T17:01:41.058844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef4643f8-036c-425e-a74f-17ed7d626ae7 · inbound

Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding cites this paper.

Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding Arcee's MergeKit: A Toolkit for Merging Large Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T11:11:44.574179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07ef9962-ca36-4187-84ab-c691bea73031 · inbound

Adapting Language-Specific LLMs to a Reasoning Model in One Day via Model Merging -- An Open Recipe cites this paper.

Adapting Language-Specific LLMs to a Reasoning Model in One Day via Model Merging -- An Open Recipe Arcee's MergeKit: A Toolkit for Merging Large Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T22:52:27.449256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 884112f5-272d-4b8c-b1bb-14c493c604eb · inbound

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

AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization Arcee's MergeKit: A Toolkit for Merging Large Language Models

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-22T22:47:13.022569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b1fdbee0-037f-4c57-948c-8d4119dec463 · inbound

DMM: Building a Versatile Image Generation Model via Distillation-Based Model Merging cites this paper.

DMM: Building a Versatile Image Generation Model via Distillation-Based Model Merging Arcee's MergeKit: A Toolkit for Merging Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T12:40:25.678637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a41cbea-f1a2-4f59-ad50-02e05d4b91ab · inbound

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare cites this paper.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Arcee's MergeKit: A Toolkit for Merging Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T10:45:16.187811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e60bff05-2974-4a1b-b911-7ab1a367e151 · inbound

Parameter-Efficient Checkpoint Merging via Metrics-Weighted Averaging cites this paper.

Parameter-Efficient Checkpoint Merging via Metrics-Weighted Averaging Arcee's MergeKit: A Toolkit for Merging Large Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T11:08:33.149938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 693ec936-3e78-412c-b432-80094be561c1 · inbound

The Aloe Family Recipe for Open and Specialized Healthcare LLMs cites this paper.

The Aloe Family Recipe for Open and Specialized Healthcare LLMs Arcee's MergeKit: A Toolkit for Merging Large Language Models

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-15T23:36:29.977416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a721c607-78de-4e5f-ac2a-397050559b1c · inbound

EMoE: Training-Free Expert Disagreement for Uncertainty-Aware Text-to-Image Diffusion cites this paper.

EMoE: Training-Free Expert Disagreement for Uncertainty-Aware Text-to-Image Diffusion Arcee's MergeKit: A Toolkit for Merging Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T20:20:53.437259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f813858e-b38a-41ff-8888-5b48f64b5b94 · inbound

Model Merging is Secretly Certifiable: Non-Vacuous Generalisation Bounds for Low-Shot Learning cites this paper.

Model Merging is Secretly Certifiable: Non-Vacuous Generalisation Bounds for Low-Shot Learning Arcee's MergeKit: A Toolkit for Merging Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T15:18:30.678778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca392154-0900-4fe7-88ef-4e7ace0f4cb8 · inbound

Enabling Flexible Multi-LLM Integration for Scalable Knowledge Aggregation cites this paper.

Enabling Flexible Multi-LLM Integration for Scalable Knowledge Aggregation Arcee's MergeKit: A Toolkit for Merging Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T13:09:58.537084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 233ec159-5fac-4c5a-bda5-1ed459a0591a · inbound

CLUES: Collaborative High-Quality Data Selection for LLMs via Training Dynamics cites this paper.

CLUES: Collaborative High-Quality Data Selection for LLMs via Training Dynamics Arcee's MergeKit: A Toolkit for Merging Large Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T20:59:03.405349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee750cd3-12b0-4caf-b578-99f6697106f6 · inbound

Fishers for Free? Approximating the Fisher Information Matrix by Recycling the Squared Gradient Accumulator cites this paper.

Fishers for Free? Approximating the Fisher Information Matrix by Recycling the Squared Gradient Accumulator Arcee's MergeKit: A Toolkit for Merging Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T18:15:01.087873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8aa7dde6-4bfb-4860-bd96-e88ddc227d69 · inbound

Lethe: Purifying Backdoored Large Language Models with Knowledge Dilution cites this paper.

Lethe: Purifying Backdoored Large Language Models with Knowledge Dilution Arcee's MergeKit: A Toolkit for Merging Large Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T14:42:31.387903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81d1e394-35fe-47e5-af16-902cb1731a77 · inbound

DivMerge: A divergence-based model merging method for multi-tasking cites this paper.

DivMerge: A divergence-based model merging method for multi-tasking Arcee's MergeKit: A Toolkit for Merging Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T11:59:08.619716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58fbf7fb-aee2-4f27-9c6a-1bc13075754b · inbound

LLMOrbit: A Circular Taxonomy of Large Language Models -From Scaling Walls to Agentic AI Systems cites this paper.

LLMOrbit: A Circular Taxonomy of Large Language Models -From Scaling Walls to Agentic AI Systems Arcee's MergeKit: A Toolkit for Merging Large Language Models

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-05-16T12:47:53.708163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0d3dde42-93a6-415a-8a7a-10cf2fd1c65e · inbound

Lost in Adaptation: Layer-Selective Recovery of Temporal Reasoning in Video-Language Models cites this paper.

Lost in Adaptation: Layer-Selective Recovery of Temporal Reasoning in Video-Language Models Arcee's MergeKit: A Toolkit for Merging Large Language Models

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:56:06.548129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation de71cd25-4c33-4593-b2f9-b88cffe983b5 · inbound

Model Merging: Foundations and Algorithms cites this paper.

Model Merging: Foundations and Algorithms Arcee's MergeKit: A Toolkit for Merging Large Language Models

Reference 66

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:51:07.254863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6fe0c117-6cf9-45ef-98f0-fdaf2af920b0 · inbound

RogueMerge: Robust and Unified Attacks against LLM Model Merging cites this paper.

RogueMerge: Robust and Unified Attacks against LLM Model Merging Arcee's MergeKit: A Toolkit for Merging Large Language Models

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-07-02T03:26:28.927806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8549a617-306f-486a-9f18-bd32ca59b9d5 · inbound

BrainSurgery: Reproducible and Reliable Declarative Weight Manipulations for Model Editing and Upcycling cites this paper.

BrainSurgery: Reproducible and Reliable Declarative Weight Manipulations for Model Editing and Upcycling Arcee's MergeKit: A Toolkit for Merging Large Language Models

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-06-27T17:01:07.961529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4fcc8288-6207-417e-a03b-aed0ff7b978f · inbound

Querit-Reranker: Training Compact Multilingual Rerankers via Efficient Label-Free Distribution Adaptation cites this paper.

Querit-Reranker: Training Compact Multilingual Rerankers via Efficient Label-Free Distribution Adaptation Arcee's MergeKit: A Toolkit for Merging Large Language Models

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T02:39:25.287241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 29b07483-a301-42a1-a6a1-cd1664870279 · inbound

Prompt Compression via Activation Aggregation cites this paper.

Prompt Compression via Activation Aggregation Arcee's MergeKit: A Toolkit for Merging Large Language Models

Reference 60

Resolution: verified exact; local_arxiv, observed 2026-07-10T08:06:57.507921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9c447ba5-af30-4c09-8fb9-82d91a1d7376 · inbound

Improving Ad-hoc Search Effectiveness for Conversational Information Retrieval via Model Merging cites this paper.

Improving Ad-hoc Search Effectiveness for Conversational Information Retrieval via Model Merging Arcee's MergeKit: A Toolkit for Merging Large Language Models

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-07-10T05:46:50.348787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2d8997ad-1b29-46e6-9d35-08200353ddcb · inbound

modelDNA: Calibrated Lineage Verification and Merge Decomposition from Sampled Weight Fingerprints cites this paper.

modelDNA: Calibrated Lineage Verification and Merge Decomposition from Sampled Weight Fingerprints Arcee's MergeKit: A Toolkit for Merging Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-14T10:27:28.207221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.