Paper Citation Record · LEDGER

Jamba-1.5: Hybrid Transformer-Mamba Models at Scale

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 20 inbound Pith citation observations for arXiv:2408.12570.

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

pith.paper-citation-record.v1
2408.12570 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 20 of 20 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T20:25:16.951317Z

measured 1 of 1 external citation measurements

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

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

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
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malformed identifier0
metadata mismatch0

External citation measurements

4
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation ee89aed3-2a40-4b28-a9cc-a7f986af156b · inbound

When Attention Sink Emerges in Language Models: An Empirical View cites this paper.

When Attention Sink Emerges in Language Models: An Empirical View Jamba-1.5: Hybrid Transformer-Mamba Models at Scale

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-05-16T17:41:03.751746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4e480816-1fd1-4fe9-a7da-b2b92b7d5375 · inbound

LightTransfer: Your Long-Context LLM is Secretly a Hybrid Model with Effortless Adaptation cites this paper.

LightTransfer: Your Long-Context LLM is Secretly a Hybrid Model with Effortless Adaptation Jamba-1.5: Hybrid Transformer-Mamba Models at Scale

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-23T18:33:19.421024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4b6c1206-f5ce-43cd-bdaa-a5747401dbd8 · inbound

NoLiMa: Long-Context Evaluation Beyond Literal Matching cites this paper.

NoLiMa: Long-Context Evaluation Beyond Literal Matching Jamba-1.5: Hybrid Transformer-Mamba Models at Scale

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-08T20:07:33.771026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82a51e3a-6c9a-418c-8cad-62795881d5b4 · inbound

GSM-Infinite: How Do Your LLMs Behave over Infinitely Increasing Context Length and Reasoning Complexity? cites this paper.

GSM-Infinite: How Do Your LLMs Behave over Infinitely Increasing Context Length and Reasoning Complexity? Jamba-1.5: Hybrid Transformer-Mamba Models at Scale

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-08T20:25:16.951317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 773ec572-0d59-49b8-b4f3-8a40d162d309 · inbound

Scaling Multi-Document Event Summarization: Evaluating Compression vs. Full-Text Approaches cites this paper.

Scaling Multi-Document Event Summarization: Evaluating Compression vs. Full-Text Approaches Jamba-1.5: Hybrid Transformer-Mamba Models at Scale

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-08T14:55:40.297192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84af3a71-7359-4ca4-b4e7-e7c83c596b4c · inbound

CryptoX : Compositional Reasoning Evaluation of Large Language Models cites this paper.

CryptoX : Compositional Reasoning Evaluation of Large Language Models Jamba-1.5: Hybrid Transformer-Mamba Models at Scale

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T18:34:26.735307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab3a0cd4-2022-4d65-9e2f-96e067fe4eb5 · inbound

CryptoX : Compositional Reasoning Evaluation of Large Language Models cites this paper.

CryptoX : Compositional Reasoning Evaluation of Large Language Models Jamba-1.5: Hybrid Transformer-Mamba Models at Scale

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-08T18:34:26.738811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0744d1b6-d631-4bcb-b750-8847b18203e5 · inbound

Advancing Intelligent Sequence Modeling: Evolution, Trade-offs, and Applications of State- Space Architectures from S4 to Mamba cites this paper.

Advancing Intelligent Sequence Modeling: Evolution, Trade-offs, and Applications of State- Space Architectures from S4 to Mamba Jamba-1.5: Hybrid Transformer-Mamba Models at Scale

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-22T22:12:11.786969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5df5c35c-815f-4955-8689-579185a4523d · inbound

Balancing Computation Load and Representation Expressivity in Parallel Hybrid Neural Networks cites this paper.

Balancing Computation Load and Representation Expressivity in Parallel Hybrid Neural Networks Jamba-1.5: Hybrid Transformer-Mamba Models at Scale

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T14:17:24.615532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43a78f78-2a1c-481a-b407-8b046ea6b5a8 · inbound

Cartridges: Lightweight and general-purpose long context representations via self-study cites this paper.

Cartridges: Lightweight and general-purpose long context representations via self-study Jamba-1.5: Hybrid Transformer-Mamba Models at Scale

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:34.838222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f80e8e31-7220-4a05-bfc8-859117216744 · inbound

MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention cites this paper.

MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention Jamba-1.5: Hybrid Transformer-Mamba Models at Scale

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-12T09:28:16.390827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1769ed6a-8ed9-4eb4-9a2c-2ea25f5aae29 · inbound

Falcon-H1: A Family of Hybrid-Head Language Models Redefining Efficiency and Performance cites this paper.

Falcon-H1: A Family of Hybrid-Head Language Models Redefining Efficiency and Performance Jamba-1.5: Hybrid Transformer-Mamba Models at Scale

Reference 104

Resolution: unresolved; no resolver link, observed 2026-08-06T11:44:05.166040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 173feabc-0fcc-4af6-94cd-f5fae64ea94f · inbound

Hybrid Architectures for Language Models: Systematic Analysis and Design Insights cites this paper.

Hybrid Architectures for Language Models: Systematic Analysis and Design Insights Jamba-1.5: Hybrid Transformer-Mamba Models at Scale

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-18T10:21:15.104273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6f3be966-e4ec-4728-b727-23c04d385ca1 · inbound

Is Misinformation More Open? A Study of robots.txt Gatekeeping on the Web cites this paper.

Is Misinformation More Open? A Study of robots.txt Gatekeeping on the Web Jamba-1.5: Hybrid Transformer-Mamba Models at Scale

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-04T10:21:58.549987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef9d3495-85b0-4924-a2d9-84ec0e7f5cec · inbound

Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism cites this paper.

Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Jamba-1.5: Hybrid Transformer-Mamba Models at Scale

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-18T03:05:48.103862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 95717884-f254-41cc-9ffe-cfe3ae9569df · inbound

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

Hidden State Poisoning Attacks against Mamba-based Language Models Jamba-1.5: Hybrid Transformer-Mamba Models at Scale

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-16T18:18:14.466127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4cf6082f-7f09-47f8-95b0-1355f96e6725 · inbound

Retrievit: In-context Retrieval Capabilities of Transformers, State Space Models, and Hybrid Architectures cites this paper.

Retrievit: In-context Retrieval Capabilities of Transformers, State Space Models, and Hybrid Architectures Jamba-1.5: Hybrid Transformer-Mamba Models at Scale

Reference 2021

Resolution: malformed identifier; no resolver link, observed 2026-08-02T19:20:26.004148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec6dedae-991b-49bf-910a-4cf429bb12da · 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 Jamba-1.5: Hybrid Transformer-Mamba Models at Scale

Reference 74

Resolution: verified exact; arxiv_id, observed 2026-06-28T11:42:04.497240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1813b1e0-9709-441d-8365-312a5511cf0a · inbound

FiLM-Coordinated Dual-Branch Transformer for Global-Local Dependency Modeling in Language Modeling cites this paper.

FiLM-Coordinated Dual-Branch Transformer for Global-Local Dependency Modeling in Language Modeling Jamba-1.5: Hybrid Transformer-Mamba Models at Scale

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T06:29:37.432718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8e9b8432-22df-4a93-97a6-03695b838379 · inbound

Memory for Large Language Models cites this paper.

Memory for Large Language Models Jamba-1.5: Hybrid Transformer-Mamba Models at Scale

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T02:37:54.085700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.