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ModelConfig

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

ModelConfig appears in the code Syntology harvested for 12 papers, as 12 distinct code bodies found in 12 places (a place is one code body under one paper). At least one of them ran in 9 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 ModelConfig 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 9 of the 12 distinct code bodies named ModelConfig; 3 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
9ran
3unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 6 of the 12 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

12 papers shown of 12, newest first; 12 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 8 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
Text2Sign: A Single-GPU Diffusion Baseline for Text-to-Sign Language Video Generation added by Syntology 2026-07 (from id) xiaruize0911/text2sign/pipeline.py aa21f782d7fadc7d ran no licence file found · pointer only
Sticky Routing: Training MoE Models for Memory-Efficient Inference added by Syntology 2026-07 (from id) alikayyam/sticky_moe/model.py ec4f12fce1c23328 unverified no licence file found · pointer only
The State-Prediction Separation Hypothesis added by Syntology 2026-07 (from id) lil-lab/sps/src/modeling/models/sps/core.py 8fa625d8f929cc58 ran · metamorphic tier: deterministic MIT (permissive)
VectraYX-Nano: A 42M-Parameter Spanish Cybersecurity Language Model with Curriculum Learning and Native Tool Use added by Syntology 2026-05 (from id) vectrayx/vectrayx-nano-paper/training/transformer.py 8efab60046bd4de3 ran no licence file found · pointer only
Meta-Tool: Efficient Few-Shot Tool Adaptation for Small Language Models added by Syntology 2026-04 (from id) techsachinkr/Meta-Tool/hypernetwork.py 7bf34a451b3f17c2 ran MIT (permissive)
Active Inference with a Self-Prior in the Mirror-Mark Task added by Syntology 2026-04 (from id) kim135797531/self-prior-mirror/program/models/self_prior.py 23072867f5425a4d ran licence not identified · pointer only
HypCBC: Domain-Invariant Hyperbolic Cross-Branch Consistency for Generalizable Medical Image Analysis added by Syntology 2026-02 (from id) francescodisalvo05/hyperbolic-cross-branch-consistency/hypcbc/model/model.py 908199f880ef1d73 ran · metamorphic tier: deterministic Apache-2.0 (permissive)
Human-AI Co-design for Clinical Prediction Models added by Syntology 2026-01 (from id) jjfenglab/HACHI/src/ensemble_trainer/greedy_concept_selector.py f2d71c471c1d4559 ran GPL-3.0 (copyleft) · pointer only
SecEmb: Sparsity-Aware Secure Federated Learning of On-Device Recommender System with Large Embedding 2025-05 (from id) nusioraprivacy/secemb/src/protocol.py 1f8b646f0f392078 unverified no licence file found · pointer only
NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation 17 Apr 2025 john-ai-lab/noisyrollout/verl/utils/image_aug.py b84e254ea4a4e305 ran · metamorphic tier: deterministic Apache-2.0 (permissive)
MLP-Mixer: An all-MLP Architecture for Vision 4 May 2021 martinsbruveris/tensorflow-image-models/tfimm/architectures/mlp_mixer.py eb947daa2f30d007 unverified Apache-2.0 (permissive)
Exploration by Random Network Distillation 30 Oct 2018 jhare96/reinforcement-learning/rlib/RND/model.py 12f3d1927fc20cf0 ran · metamorphic tier: deterministic Apache-2.0 (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