Paper Citation Record · LEDGER

TurboAttention: Efficient Attention Approximation For High Throughputs LLMs

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2412.08585.

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

pith.paper-citation-record.v1
2412.08585 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T04:32:01.220321Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T07:59:40.308368Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation e93c6383-835c-4d41-a09f-8d5f598c669e · inbound

HACK: Homomorphic Acceleration via Compression of the Key-Value Cache for Disaggregated LLM Inference cites this paper.

HACK: Homomorphic Acceleration via Compression of the Key-Value Cache for Disaggregated LLM Inference TurboAttention: Efficient Attention Approximation For High Throughputs LLMs

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-09T04:32:01.220321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ef6b394-a704-4f99-9dea-3ab8253335be · inbound

Win Fast or Lose Slow: Balancing Speed and Accuracy in Latency-Sensitive Decisions of LLMs cites this paper.

Win Fast or Lose Slow: Balancing Speed and Accuracy in Latency-Sensitive Decisions of LLMs TurboAttention: Efficient Attention Approximation For High Throughputs LLMs

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T14:16:45.426202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82b4feb1-9013-4037-ada4-c1f1795d7270 · inbound

ThriftAttention: Selective Mixed Precision for Long-Context FP4 Attention cites this paper.

ThriftAttention: Selective Mixed Precision for Long-Context FP4 Attention TurboAttention: Efficient Attention Approximation For High Throughputs LLMs

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-25T05:30:22.844922Z

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 7bbc0733-69ea-4a14-b09e-11d81d0d3f85 · inbound

Keyless Attention: Value-Space Routing and Value-Only Caching for Efficient Transformers cites this paper.

Keyless Attention: Value-Space Routing and Value-Only Caching for Efficient Transformers TurboAttention: Efficient Attention Approximation For High Throughputs LLMs

Reference 56

Resolution: verified exact; arxiv_id, observed 2026-07-04T07:59:40.309763Z

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.