Paper Citation Record · LEDGER

Democratizing LLMs: An Exploration of Cost-Performance Trade-offs in Self-Refined Open-Source Models

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2310.07611.

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

pith.paper-citation-record.v1
2310.07611 v2

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 2026-08-18T06:34:40.430872+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:57:58.455088Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T18:44:28.874648Z

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 3cf4097b-9dce-4f2d-aa9a-407bb4794189 · inbound

LLM Evaluators Recognize and Favor Their Own Generations cites this paper.

LLM Evaluators Recognize and Favor Their Own Generations Democratizing LLMs: An Exploration of Cost-Performance Trade-offs in Self-Refined Open-Source Models

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-22T18:44:28.876395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 983fb0ec-51ba-4067-a405-2469aee22017 · inbound

A Functional Software Reference Architecture for LLM-Integrated Systems cites this paper.

A Functional Software Reference Architecture for LLM-Integrated Systems Democratizing LLMs: An Exploration of Cost-Performance Trade-offs in Self-Refined Open-Source Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T16:43:26.500392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4a9de15-d9ee-471a-b5a3-04297d85cda3 · inbound

A Data-Centric Approach for Safe and Secure Large Language Models against Threatening and Toxic Content cites this paper.

A Data-Centric Approach for Safe and Secure Large Language Models against Threatening and Toxic Content Democratizing LLMs: An Exploration of Cost-Performance Trade-offs in Self-Refined Open-Source Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T11:57:58.455088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddeb10b5-e3e7-4d32-97f1-1b75c32f4ca7 · inbound

Resource-Efficient Language Models: Quantization for Fast and Accessible Inference cites this paper.

Resource-Efficient Language Models: Quantization for Fast and Accessible Inference Democratizing LLMs: An Exploration of Cost-Performance Trade-offs in Self-Refined Open-Source Models

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-15T21:55:07.829791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.