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Paper Citation Record · LEDGER

On-Device Qwen2.5: Efficient LLM Inference with Model Compression and Hardware Acceleration

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2504.17376.

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

pith.paper-citation-record.v1
2504.17376 v1

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 2026-08-07T06:34:17.273281+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:19:34.793339Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T10:19:59.801796Z

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 74ae2aea-c188-4db3-8f8c-e0aa6aeca16a · inbound

Efficient Online RFT with Plug-and-Play LLM Judges: Unlocking State-of-the-Art Performance cites this paper.

Efficient Online RFT with Plug-and-Play LLM Judges: Unlocking State-of-the-Art Performance On-Device Qwen2.5: Efficient LLM Inference with Model Compression and Hardware Acceleration

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T10:19:34.793339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:19:34.793339Z digest=sha256:800b49ebe1168208163abc24b96d409db14f1441c374a443c47ae49e4479ac78

Observation ac2182a6-f225-4de6-ac58-b77e2f50b9a7 · inbound

Military AI Cyber Agents (MAICAs) Constitute a Global Threat to Critical Infrastructure cites this paper.

Military AI Cyber Agents (MAICAs) Constitute a Global Threat to Critical Infrastructure On-Device Qwen2.5: Efficient LLM Inference with Model Compression and Hardware Acceleration

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-07T04:27:40.326761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:27:40.326761Z digest=sha256:7e746fb70348ac5ab5ad17841dfa289a5285bc9af7bbfce552c1512f6daa5c7a

Observation e0d4e713-8796-4367-b8b0-ce209f4ff207 · inbound

Standardization of Neuromuscular Reflex Analysis -- Role of Fine-Tuned Vision-Language Model Consortium and OpenAI gpt-oss Reasoning LLM Enabled Decision Support System cites this paper.

Standardization of Neuromuscular Reflex Analysis -- Role of Fine-Tuned Vision-Language Model Consortium and OpenAI gpt-oss Reasoning LLM Enabled Decision Support System On-Device Qwen2.5: Efficient LLM Inference with Model Compression and Hardware Acceleration

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-05T19:30:24.782948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T19:30:24.782948Z digest=sha256:1362a631f82c7e8c26c09a95f782e531d14df2b7c21437d8754627ae1e0a4ad2

Observation f37627fc-5c4a-4578-85be-7c0c441e8b0e · inbound

Train the Trainers -- An Agentic AI Framework for Peer-Based Mental Health Support in Battlefield Environments cites this paper.

Train the Trainers -- An Agentic AI Framework for Peer-Based Mental Health Support in Battlefield Environments On-Device Qwen2.5: Efficient LLM Inference with Model Compression and Hardware Acceleration

Reference 57

Resolution
verified exact
arxiv_id, observed 2026-05-21T10:19:59.804670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-21T10:17:29.611062Z digest=sha256:9b7c468ee500e97e194d2728507ac689c843b27800af4ba974f36cd397f96fe6