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pack

Syntologyentry name in harvested coderead from the graph 2026-09-24

pack appears in the code Syntology harvested for 10 papers, as 8 distinct code bodies found in 10 places (a place is one code body under one paper). At least one of them ran in 8 of the papers; 0 of the code bodies carry a behaviour fingerprint.

What this page is not. Routines are grouped here by the exact string of their function or class name. Nothing asserts that two samples named pack do the same thing, share code, or are comparable; the name is a string, not an identity. Behaviour outputs (what a fingerprinted sample returned on the shared battery) are not in this export and are not shown here; the graph at syntology.ai holds them. "Ran" means executed on a synthesized fixture, not that the code is correct or reproduces a paper.

Samples Syntology

Syntology ran 6 of the 8 distinct code bodies named pack; 2 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
1ran · fixture could not drive it
4ran
2unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 4 of the 10 places are pointer only (Syntology does not serve that copy's text). This site shows no code text for any sample; every row below links to the file in its repository where the record names one.

“Ran” means the sample executed on a synthesized input; it does not mean the output is correct. “Honoured” and “violated” refer to a contract Syntology drafted from the code itself; “our draft was wrong” and “fixture could not drive it” are failures of Syntology's instrument, not of the code, and those samples did run. The ran count above is every status except unverified, the same rule as each paper page.

Papers

10 papers shown of 10, newest first; 10 places in the table. A paper with no recorded date is placed by the month its arXiv id encodes, shown in the Date column as YYYY-MM (from id). One row per place: a paper whose repository defines the name more than once appears more than once, and the same code body held for several papers appears once under each, with the same status. Titles and dates are the archive's archive 2025-07-28 for papers in the archive, and the graph's for 1 papers added by Syntology. Status and fingerprint are Syntology's record of each code body; licence is recorded for each place. The File cell ends with the code body's code_sha256, Syntology's identity for that exact code: an agent fetches the stored sample with Syntology's MCP tool get_code(code_sha256="…") (how to connect); click an identity to copy that call.

PaperDateFileStatus SyntologyLicence
Erase-then-Delta Attention: Decoupling Erase and Write Addresses in Delta-Rule Linear Attention added by Syntology 2026-06 (from id) QwenLM/FlashQLA/flash_qla/utils/pack.py 28c1d6470ca9d60e ran MIT (permissive)
NeUQI: Near-Optimal Uniform Quantization Parameter Initialization 23 May 2025 efsotr/NeUQI/quant.py fb688eae460ef923 ran · fixture could not drive it no licence file found · pointer only
BitDelta: Your Fine-Tune May Only Be Worth One Bit 15 Feb 2024 FasterDecoding/BitDelta/bitdelta/binary_gemm_kernel.py 3857e2268fd2be5c ran Apache-2.0 (permissive)
LiDAR-based 4D Occupancy Completion and Forecasting 17 Oct 2023 ai4ce/occ4cast/data_processing/raymodel/ray_model.py 30c3d12600120a4f ran Apache-2.0 (permissive)
Local Search GFlowNets 4 Oct 2023 dbsxodud-11/ls_gfn/gflownet/utils.py 1c23da6bab23ab31 ran no licence file found · pointer only
Order-Preserving GFlowNets 30 Sep 2023 yhangchen/op-gfn/single/GFN-Mole/gflownet/utils.py 1c23da6bab23ab31 ran no licence file found · pointer only
RelaySum for Decentralized Deep Learning on Heterogeneous Data 8 Oct 2021 epfml/relaysgd/utils/communication.py f96920bd7f29b071 ran · our draft was wrong MIT (permissive)
PowerGossip: Practical Low-Rank Communication Compression in Decentralized Deep Learning 4 Aug 2020 identical code first harvested elsewhere f96920bd7f29b071 ran · our draft was wrong licence of this copy not recorded
Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation 14 Oct 2019 fgnt/padertorch/padertorch/modules/dual_path_rnn.py 27419265dcbf8198 unverified MIT (permissive)
Learning Transformation Synchronization 27 Jan 2019 xiangruhuang/Learning2Sync/util.py 4bbd8bbc9476c9c0 unverified BSD-3-Clause (permissive)

This site shows no code text; each File cell links to the file on GitHub at the repository's current default branch, which may have changed since the harvest. "Pointer only" means Syntology does not serve that copy's text, for one of four reasons: no licence file was found; the licence was not identified; the licence is recorded as permissive but that copy's record is not marked cleared; or the licence is outside the permissive list Syntology serves text under (MIT, Apache-2.0, BSD and similar). Some licences outside that list permit redistribution, such as WTFPL, and GPL-3.0 under its conditions; they are simply not on the list. Hover a licence cell for the reason. Per-sample records for a paper are on its paper page under "Code Syntology ran".

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections