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Paper Citation Record · LEDGER

QCQA: Quality and Capacity-aware grouped Query Attention

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2406.10247.

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

pith.paper-citation-record.v1
2406.10247 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:45:09.873091Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T17:47:40.626505Z

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 dac99d7f-cb4a-4bca-8a6d-92b8b0ae33c7 · inbound

TaDA: Training-free recipe for Decoding with Adaptive KV Cache Compression and Mean-centering cites this paper.

TaDA: Training-free recipe for Decoding with Adaptive KV Cache Compression and Mean-centering QCQA: Quality and Capacity-aware grouped Query Attention

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T10:45:09.873091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T10:45:09.873091Z digest=sha256:3e32c7adcd6d6679bd1fdd51afae39e4d2061a39a0a6956ce7a2cf203c6b4963

Observation 7f542547-6f93-451f-ad3d-e986b0c9f70f · inbound

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models cites this paper.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models QCQA: Quality and Capacity-aware grouped Query Attention

Reference 103

Resolution
verified exact
local_arxiv, observed 2026-08-06T17:47:40.629757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T17:47:40.266730Z digest=sha256:fced267bb1872ad4724c4236a92083618a525a6a6901e6d99862dd6dbbf6ed19