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unpack

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

unpack appears in the code Syntology harvested for 18 papers, as 15 distinct code bodies found in 18 places (a place is one code body under one paper). At least one of them ran in 11 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 unpack 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 8 of the 15 distinct code bodies named unpack; 7 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
4ran · our draft was wrong
2ran · fixture could not drive it
2ran
7unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 4 of the 18 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

18 papers shown of 18, newest first; 18 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 e1e90a347a0962b9 ran MIT (permissive)
ShareGPT-4o-Image: Aligning Multimodal Models with GPT-4o-Level Image Generation 22 Jun 2025 freedomintelligence/sharegpt-4o-image/demo/app_janus4o.py 9635e4f79a6f30d4 ran · fixture could not drive it no licence file found · pointer only
Less-to-More Generalization: Unlocking More Controllability by In-Context Generation 2 Apr 2025 bytedance/UNO/uno/flux/pipeline.py 330e00c9f233c90f unverified Apache-2.0 (permissive)
KV-Edit: Training-Free Image Editing for Precise Background Preservation 24 Feb 2025 Xilluill/KV-Edit/models/kv_edit.py a9451ac1452e533d unverified Apache-2.0 (permissive)
GoMAvatar: Efficient Animatable Human Modeling from Monocular Video Using Gaussians-on-Mesh 11 Apr 2024 wenj/GoMAvatar/train_pose.py a54617b4d1951dc3 unverified MIT (permissive)
BitDelta: Your Fine-Tune May Only Be Worth One Bit 15 Feb 2024 FasterDecoding/BitDelta/bitdelta/binary_gemm_kernel.py 7b1afaa65397beea ran Apache-2.0 (permissive)
RelaySum for Decentralized Deep Learning on Heterogeneous Data 8 Oct 2021 epfml/relaysgd/utils/communication.py 3f9b26dabda4b0a8 ran · our draft was wrong MIT (permissive)
How Sensitive are Meta-Learners to Dataset Imbalance? 12 Apr 2021 mattochal/imbalanced_fsl_public/generator.py 1bdfd97bb9483c1b ran · our draft was wrong MIT (permissive)
Few-Shot Learning with Class Imbalance 7 Jan 2021 identical code first harvested elsewhere 1bdfd97bb9483c1b ran · our draft was wrong licence of this copy not recorded
Semantic Graph Based Place Recognition for 3D Point Clouds 26 Aug 2020 kxhit/SG_PR/data_process/auxiliary/SSCDataset.py b6ce60277ddab1d7 ran · fixture could not drive it MIT (permissive)
PowerGossip: Practical Low-Rank Communication Compression in Decentralized Deep Learning 4 Aug 2020 identical code first harvested elsewhere 3f9b26dabda4b0a8 ran · our draft was wrong licence of this copy not recorded
MNN: A Universal and Efficient Inference Engine 27 Feb 2020 alibaba/MNN/transformers/llm/export/mnn_quant_ref.py 37b7040f99813ca6 unverified Apache-2.0 (permissive)
JAX, M.D.: A Framework for Differentiable Physics 9 Dec 2019 google/jax-md/jax_md/dataclasses.py a9d0437b7f7e7a53 unverified Apache-2.0 (permissive)
Once-for-All: Train One Network and Specialize it for Efficient Deployment 26 Aug 2019 MaximIntegratedAI/ai8x-synthesis/izer/datamem.py 1db0589ff0da8775 unverified Apache-2.0 (permissive)
SemanticKITTI: A Dataset for Semantic Scene Understanding of LiDAR Sequences 2 Apr 2019 PRBonn/semantic-kitti-api/auxiliary/SSCDataset.py b6ce60277ddab1d7 ran · fixture could not drive it MIT (permissive)
PointPillars: Fast Encoders for Object Detection from Point Clouds 14 Dec 2018 isl-org/Open3D-ML/ml3d/tf/models/point_pillars.py 1354276502be4aa8 ran · our draft was wrong licence not identified · pointer only
Graph Refinement based Airway Extraction using Mean-Field Networks and Graph Neural Networks 21 Nov 2018 raghavian/graph_refinement/starter.py 25efaf0ad97e3fbc ran · our draft was wrong MIT (permissive)
CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes 27 Feb 2018 Saritus/Crowd-Counter/mat4conda.py 0deef73b258cd476 unverified MIT (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