Paper Citation Record · LEDGER

Characterizing the Behavior of Training Mamba-based State Space Models on GPUs

As of 20 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 1 inbound Pith citation observation for arXiv:2508.17679.

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

pith.paper-citation-record.v1
2508.17679 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T16:50:02.473697Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T21:20:34.027247Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

17 of 17 outbound references displayed

verified exact0
verified fuzzy5
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b9af813f-ae51-4524-b579-2c2266262273 · outbound

This paper cites write newline.

Characterizing the Behavior of Training Mamba-based State Space Models on GPUs write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T16:50:00.614989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92f81c77-0f04-4a7d-b488-97688db6d958 · outbound

This paper cites FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning.

Characterizing the Behavior of Training Mamba-based State Space Models on GPUs FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T16:50:00.724836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ab62b5b-b1cb-402e-96e8-e7be6b331730 · outbound

This paper cites an unresolved cited work.

Characterizing the Behavior of Training Mamba-based State Space Models on GPUs Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:50:04.957336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e4cb347b-97a7-4c66-a864-af0379ef8ec2 · outbound

This paper cites Longformer: The Long-Document Transformer.

Characterizing the Behavior of Training Mamba-based State Space Models on GPUs Longformer: The Long-Document Transformer

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T16:50:00.975503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63f19a92-e4d5-4787-aa64-30d766a834c1 · outbound

This paper cites Efficiently Modeling Long Sequences with Structured State Spaces.

Characterizing the Behavior of Training Mamba-based State Space Models on GPUs Efficiently Modeling Long Sequences with Structured State Spaces

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T16:50:01.096258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f6b34a5-d215-4a07-bf53-1d4d3ff05604 · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

Characterizing the Behavior of Training Mamba-based State Space Models on GPUs Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T16:50:01.254754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0e2b325-d6c1-4e91-a041-913b50e71689 · outbound

This paper cites Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality.

Characterizing the Behavior of Training Mamba-based State Space Models on GPUs Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T16:50:01.341549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f396a69d-d714-4d04-898f-c59d5fcb2509 · outbound

This paper cites Narayanan, M.

Characterizing the Behavior of Training Mamba-based State Space Models on GPUs Narayanan, M

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:50:04.738351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 748d2e50-fc50-4927-9d96-013a759c7afa · outbound

This paper cites an unresolved cited work.

Characterizing the Behavior of Training Mamba-based State Space Models on GPUs Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:50:04.494776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7b0caa37-f713-4e85-a3f8-b0e3e292212c · outbound

This paper cites Vaswani, N.

Characterizing the Behavior of Training Mamba-based State Space Models on GPUs Vaswani, N

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:50:04.254773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d1252783-09ef-4dfd-94a6-211529a7b715 · outbound

This paper cites An Empirical Study of Mamba-based Language Models.

Characterizing the Behavior of Training Mamba-based State Space Models on GPUs An Empirical Study of Mamba-based Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T16:50:01.777995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63d096aa-58f2-44e1-81e2-304605b2b61c · outbound

This paper cites an unresolved cited work.

Characterizing the Behavior of Training Mamba-based State Space Models on GPUs Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:50:03.974038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f7c37d5b-b609-4da0-b7de-2366541adc90 · outbound

This paper cites Hatamizadeh and J.

Characterizing the Behavior of Training Mamba-based State Space Models on GPUs Hatamizadeh and J

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:50:03.676665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6fa7658c-9cfd-4caa-b340-cbf79f52229b · outbound

This paper cites an unresolved cited work.

Characterizing the Behavior of Training Mamba-based State Space Models on GPUs Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-05T16:50:03.454757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a9f398f1-a230-4e15-ad70-f18cc196ac96 · outbound

This paper cites Jamba: A Hybrid Transformer-Mamba Language Model.

Characterizing the Behavior of Training Mamba-based State Space Models on GPUs Jamba: A Hybrid Transformer-Mamba Language Model

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T16:50:02.249490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a402bcce-46aa-4277-9cac-293867b99b18 · outbound

This paper cites Behrouz and F.

Characterizing the Behavior of Training Mamba-based State Space Models on GPUs Behrouz and F

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:50:03.235533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 849ad6bd-4d50-4341-b4f1-97b40586a624 · outbound

This paper cites Gupta, J.

Characterizing the Behavior of Training Mamba-based State Space Models on GPUs Gupta, J

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:50:03.005167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

Observation 5b5e4834-e7fa-4450-b62d-2122592db34c · inbound

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone cites this paper.

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone Characterizing the Behavior of Training Mamba-based State Space Models on GPUs

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T21:20:34.027247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.