Pith. sign in

Paper Citation Record · LEDGER

Optimizing Large Language Models through Quantization: A Comparative Analysis of PTQ and QAT Techniques

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2411.06084.

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

pith.paper-citation-record.v1
2411.06084 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:00:40.700244Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-28T19:12:34.476291Z

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 0071c3d8-ba13-4378-ae35-16f1f2949067 · inbound

Profiling and optimization of multi-card GPU machine learning jobs cites this paper.

Profiling and optimization of multi-card GPU machine learning jobs Optimizing Large Language Models through Quantization: A Comparative Analysis of PTQ and QAT Techniques

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-07T13:00:40.700244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:00:40.700244Z digest=sha256:f9d4fe4bed5d366304bd4a870f69fc981333f6cb39748b2ae54eecb84af2b859

Observation d498bc49-4879-41aa-9a42-75039ef608ed · inbound

The Thermodynamic Costs of Simple Linear Regression cites this paper.

The Thermodynamic Costs of Simple Linear Regression Optimizing Large Language Models through Quantization: A Comparative Analysis of PTQ and QAT Techniques

Reference 82

Resolution
verified exact
arxiv_id, observed 2026-05-20T07:03:23.264431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-20T07:03:21.987679Z digest=sha256:54ff94bfee8f616bea9c20f045f3641f85282bfc175164318d9c36b5caaac687

Observation f3edde78-8e61-4414-97ab-527eeae7bbed · inbound

ProjQ: Project-and-Quantize for Adapter-Aware LLM Compression cites this paper.

ProjQ: Project-and-Quantize for Adapter-Aware LLM Compression Optimizing Large Language Models through Quantization: A Comparative Analysis of PTQ and QAT Techniques

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-06-28T19:12:34.477637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-06-28T19:10:58.845006Z digest=sha256:87e6228de36b290123cf9e862bfe6cdf5f39794b3b1118269ad731c18b5ed6fd