Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-22T05:56:09.398837Z
Paper Citation Record · LEDGER
As of 5 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2605.22205.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-22T05:56:09.398837Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
16 of 16 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation d013e204-34e8-4a5e-8d48-317290e2c683 · outbound
Skill Weaving: Efficient LLM Improvement via Modular Skillpacks Training Verifiers to Solve Math Word Problems
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5f0efdcb-cd26-496b-95a3-525fc5c7b614 · outbound
Skill Weaving: Efficient LLM Improvement via Modular Skillpacks D-QRELO: Training- and Data-Free Delta Compression for Large Language Models via Quantization and Residual Low-Rank Approximation
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation dbce427d-703e-4f60-a3c2-b88f1c0cab06 · outbound
Skill Weaving: Efficient LLM Improvement via Modular Skillpacks Efficient Storage of Fine-Tuned Models via Low-Rank Approximation of Weight Residuals
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3a17784b-6e53-40d8-82e0-27e528f027d3 · outbound
Skill Weaving: Efficient LLM Improvement via Modular Skillpacks FuseChat-3.0: Preference Optimization Meets Heterogeneous Model Fusion
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a321c49c-5e1b-418a-a342-ccfe48d336b1 · outbound
Skill Weaving: Efficient LLM Improvement via Modular Skillpacks mention the key- word ‘AI’ at least 3 times
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 75ffe3d1-9703-401a-9c47-3edbb0e5b68e · outbound
Skill Weaving: Efficient LLM Improvement via Modular Skillpacks We rescale: X←X· diag(s−1), W←diag(s)·W thus transferring channel-wise quantization difficulty from X to W
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 380ffa26-e6a7-46c5-bab4-56aab96ec5d1 · outbound
Skill Weaving: Efficient LLM Improvement via Modular Skillpacks And then apply a second-stage rank-wise smoothing: a appropriate orthogonal rotation matrix Q to dis- perses the energy evenly across dimensions:Arot = AQ, B rot =Q T B
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation eacf4854-575b-4172-9ccb-1d9f7f4dd0a6 · outbound
Skill Weaving: Efficient LLM Improvement via Modular Skillpacks Unresolved cited work
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1e062d3e-3372-41ae-9219-ab7727145f5e · outbound
Skill Weaving: Efficient LLM Improvement via Modular Skillpacks The output is intermediate result in INT32 format
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1788a308-9912-46bd-ad38-c521244236c6 · outbound
Skill Weaving: Efficient LLM Improvement via Modular Skillpacks This truncated INT8 matrix is then used as input to a second matrix multipli- cation with ˆBsmooth, again using Tensor Core ac- celeration: INT8· ˆBsmooth →INT32
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 10cc8d0b-c0d7-42a0-a2fb-4efaee1bac46 · outbound
Skill Weaving: Efficient LLM Improvement via Modular Skillpacks Unresolved cited work
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fdde8241-7b1d-4f2b-b69f-3cb99927b4c5 · outbound
Skill Weaving: Efficient LLM Improvement via Modular Skillpacks Unresolved cited work
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f4b5d7f9-4da3-479f-95a1-84210c7f2a27 · outbound
Skill Weaving: Efficient LLM Improvement via Modular Skillpacks Unresolved cited work
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c48bd97f-a9e4-4906-b7fb-74d879e041ec · outbound
Skill Weaving: Efficient LLM Improvement via Modular Skillpacks Math” skillpack yields higher-quality output than routing to the “Dialogue
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2632ec22-91e7-43e2-af92-01626e6aaa5f · outbound
Skill Weaving: Efficient LLM Improvement via Modular Skillpacks There are 1000 milliseconds in 1 second.200 milliseconds / 1000 milliseconds/second = 0.2 seconds
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 87c5621b-3efe-487d-bfb9-e1d8637a8671 · outbound
Skill Weaving: Efficient LLM Improvement via Modular Skillpacks Backbone
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
No inbound Pith citation observations are available.