Paper Citation Record · LEDGER

Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 33 inbound Pith citation observations for arXiv:2504.03624.

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

pith.paper-citation-record.v1
2504.03624 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 33 of 33 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T14:42:56.399872Z

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

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation db877e6e-b2e7-4918-aa35-fc54f02e04d8 · inbound

Cosmos-Reason1: From Physical Common Sense To Embodied Reasoning cites this paper.

Cosmos-Reason1: From Physical Common Sense To Embodied Reasoning Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-16T12:47:10.249254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation dabbd519-186a-45b3-baf4-f1d6a5b90df9 · inbound

Small Language Models are the Future of Agentic AI cites this paper.

Small Language Models are the Future of Agentic AI Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-16T11:55:51.026192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 71fa6136-83f6-443a-b622-38d3c3db4ce4 · inbound

OctoPipe: Reducing Pipeline Bubbles for Heterogeneous Models via Co-Optimizing Partitioning, Placement, and Scheduling cites this paper.

OctoPipe: Reducing Pipeline Bubbles for Heterogeneous Models via Co-Optimizing Partitioning, Placement, and Scheduling Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T14:42:56.399872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a3f135e-d9fe-460f-9d69-4d567c577256 · inbound

HyMaTE: A Hybrid Mamba and Transformer Model for EHR Representation Learning cites this paper.

HyMaTE: A Hybrid Mamba and Transformer Model for EHR Representation Learning Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T14:41:59.272665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c01d3a7e-0eb0-45a8-a07b-73a215be7998 · inbound

Short window attention enables long-term memorization cites this paper.

Short window attention enables long-term memorization Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-18T12:11:21.850984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 17536ca1-0ea1-4476-ae2f-a8009bac0b87 · inbound

Kimi Linear: An Expressive, Efficient Attention Architecture cites this paper.

Kimi Linear: An Expressive, Efficient Attention Architecture Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-13T23:49:10.991207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 883b174a-4ea0-469e-a506-d40ae8778cb5 · inbound

NVIDIA Nemotron 3: Efficient and Open Intelligence cites this paper.

NVIDIA Nemotron 3: Efficient and Open Intelligence Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

Reference 205

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:40:42.791962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f6404bbf-51bb-43ec-a211-91422ca79416 · inbound

Hidden State Poisoning Attacks against Mamba-based Language Models cites this paper.

Hidden State Poisoning Attacks against Mamba-based Language Models Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-16T18:18:14.536828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3d7c44da-a732-4de0-81b4-b7cb2e36a795 · inbound

Mambalaya: Einsum-Based Fusion Optimizations on State-Space Models cites this paper.

Mambalaya: Einsum-Based Fusion Optimizations on State-Space Models Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-13T17:08:01.579028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9823b325-7a16-4774-98ef-668996788a65 · inbound

Mambalaya: Einsum-Based Fusion Optimizations on State-Space Models cites this paper.

Mambalaya: Einsum-Based Fusion Optimizations on State-Space Models Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T16:51:06.425182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ff5209c-b817-4fc9-abd6-55619ffb352f · inbound

ABMAMBA: Multimodal Large Language Model with Aligned Hierarchical Bidirectional Scan for Efficient Video Captioning cites this paper.

ABMAMBA: Multimodal Large Language Model with Aligned Hierarchical Bidirectional Scan for Efficient Video Captioning Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:51:08.637708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3272de96-d2b1-4ad2-8420-0062f94eba19 · inbound

The Impossibility Triangle of Long-Context Modeling cites this paper.

The Impossibility Triangle of Long-Context Modeling Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-11T17:41:09.166721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d13e5201-8000-4b0d-aa18-07e5f85763b9 · inbound

VibeServe: Can AI Agents Build Bespoke LLM Serving Systems? cites this paper.

VibeServe: Can AI Agents Build Bespoke LLM Serving Systems? Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

Reference 56

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:56:07.659672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f522e30f-ce27-4519-89ce-dd598363088d · inbound

ModelLens: Finding the Best for Your Task from Myriads of Models cites this paper.

ModelLens: Finding the Best for Your Task from Myriads of Models Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:05:59.622627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 59fe2bc6-75da-444a-8474-20c9a917986b · inbound

Star Elastic: Many-in-One Reasoning LLMs with Efficient Budget Control cites this paper.

Star Elastic: Many-in-One Reasoning LLMs with Efficient Budget Control Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:50:55.084395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 2286e130-1caf-419c-b377-6568736c2240 · inbound

HEED: Density-Weighted Residual Alignment for Hybrid Vision-Language Model Distillation cites this paper.

HEED: Density-Weighted Residual Alignment for Hybrid Vision-Language Model Distillation Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-20T15:38:26.666080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b387206a-3673-41b1-9161-664b978492c4 · inbound

DashAttention: Differentiable and Adaptive Sparse Hierarchical Attention cites this paper.

DashAttention: Differentiable and Adaptive Sparse Hierarchical Attention Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

Reference 69

Resolution: verified exact; arxiv_id, observed 2026-05-20T10:53:13.523245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b6a66969-09da-4c5d-abe2-55f53d2f5bcd · inbound

The Routing and Filtering Structure of Attention cites this paper.

The Routing and Filtering Structure of Attention Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-20T22:09:07.685433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e41bca02-35bd-4e5c-ae35-db6a790cf236 · inbound

Flash PD-SSM: Memory-Optimized Structured Sparse State-Space Models cites this paper.

Flash PD-SSM: Memory-Optimized Structured Sparse State-Space Models Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T11:53:15.175268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d5ae584b-4d54-4a35-9c2b-ebc188c1c58c · inbound

Forget Attention: Importance-Aware Attention Is All You Need cites this paper.

Forget Attention: Importance-Aware Attention Is All You Need Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-07-01T23:06:21.013065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 604a708f-fc92-4608-9414-ed8786d7ab47 · inbound

MOSAIC: Efficient Mixture-of-Agent Scheduling via Adaptive Aggregation and Inference Concurrency cites this paper.

MOSAIC: Efficient Mixture-of-Agent Scheduling via Adaptive Aggregation and Inference Concurrency Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-06-28T11:42:04.476086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a6bafb7b-3bef-48f9-9710-a5b9b38345ea · inbound

MOSAIC: A Workload-Driven Simulation and Design-Space Exploration Framework for Heterogeneous NPUs cites this paper.

MOSAIC: A Workload-Driven Simulation and Design-Space Exploration Framework for Heterogeneous NPUs Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-07-02T11:36:55.106206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4dd3401d-99c4-49b3-b6e0-456bce1775b3 · inbound

Architecture-Aware Reinforcement Learning Makes Sliding-Window Attention Competitive in Math Reasoning cites this paper.

Architecture-Aware Reinforcement Learning Makes Sliding-Window Attention Competitive in Math Reasoning Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T09:47:59.954830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 253d5645-3a5c-412f-a1e7-6a484d5d36be · inbound

Morphing into Hybrid Attention Models cites this paper.

Morphing into Hybrid Attention Models Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-06-30T08:44:28.067278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a96aabe7-bf1e-4063-b703-71fd9a84e2ce · inbound

Unified Audio Intelligence Without Regressing on Text Intelligence cites this paper.

Unified Audio Intelligence Without Regressing on Text Intelligence Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

Reference 221

Resolution: metadata mismatch; local_arxiv, observed 2026-07-08T00:04:22.404921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 89721c97-d47b-44a4-80d1-7f33b44e81c8 · inbound

Unified Audio Intelligence Without Regressing on Text Intelligence cites this paper.

Unified Audio Intelligence Without Regressing on Text Intelligence Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

Reference 221

Resolution: unresolved; no resolver link, observed 2026-07-11T07:46:49.059192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9d6e979-cc5d-4844-9eec-ec81f731ee8d · inbound

A Sovereign, Open-Source Foundation Model for German and English cites this paper.

A Sovereign, Open-Source Foundation Model for German and English Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

Reference 60

Resolution: unresolved; no resolver link, observed 2026-07-13T03:06:27.991558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c02f6b85-fdc7-4150-8861-41a313870a94 · inbound

A Sovereign, Open-Source Foundation Model for German and English cites this paper.

A Sovereign, Open-Source Foundation Model for German and English Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

Reference 60

Resolution: unresolved; no resolver link, observed 2026-07-14T15:13:39.458378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db04f6a8-c43c-4098-b3b3-e207b1c96340 · inbound

A Sovereign, Open-Source Foundation Model for German and English cites this paper.

A Sovereign, Open-Source Foundation Model for German and English Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-02T07:45:35.637834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a5e04d6-aeec-4bf9-b324-0a58a9fc8614 · inbound

The Capability Convergence Hypothesis: Capability from Access Structure, Not Scale cites this paper.

The Capability Convergence Hypothesis: Capability from Access Structure, Not Scale Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T06:39:20.751511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ed1622f-785c-4af7-ac0e-ad3782ea68ee · inbound

The Capability Convergence Hypothesis: Capability from Access Structure, Not Scale cites this paper.

The Capability Convergence Hypothesis: Capability from Access Structure, Not Scale Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T02:03:22.216371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b852a0db-a10b-4374-b161-84fe4122c301 · inbound

SOAP, Muon, and Beyond: Pushing LLM Pretraining Scales cites this paper.

SOAP, Muon, and Beyond: Pushing LLM Pretraining Scales Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-02T06:45:15.647299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca86e092-437b-4d4c-8cc9-37fbae4c9e3b · inbound

Are the High-weight Neurons the Important Ones in Image Classification Neural Networks? cites this paper.

Are the High-weight Neurons the Important Ones in Image Classification Neural Networks? Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T02:17:12.136454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.