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get_model_config

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

get_model_config appears in the code Syntology harvested for 45 papers, as 24 distinct code bodies found in 46 places (a place is one code body under one paper). At least one of them ran in 6 of the papers; 2 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 get_model_config 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 7 of the 24 distinct code bodies named get_model_config; 17 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
3ran · our draft was wrong
0ran · fixture could not drive it
4ran
17unverified
2fingerprinted

Licence is a property of each copy, so it is counted per place: 17 of the 46 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

45 papers shown of 45, newest first; 46 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 10 papers added by Syntology; 1 papers have no page here and are shown by arXiv id only. 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
The Shape of Time: Video-Token Contrast for Temporal Understanding in VideoLMs added by Syntology 2026-09 (from id) ANDgate99/VT-Contrast/utils/model_utils.py 7734a3579314b1bb unverified no licence file found · pointer only
Energy-and Memory-Efficient PEFT Methods for Personalized On-Device SLMs on Consumer GPUs added by Syntology 2026-08 (from id) Rickserd/super-duper-computing-machine/GLUE_benchmark/config.py f78b35a49ea97804 unverified no licence file found · pointer only
Efficient Agentic Reasoning Through Self-Regulated Simulative Planning added by Syntology 2026-05 (from id) sailing-lab/sr2am/run_agent.py d126f68b9dfc0ded ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
From Soliloquy to Agora: Memory-Enhanced LLM Agents with Decentralized Debate for Optimization Modeling added by Syntology 2026-04 (from id) CHIANGEL/Agora-Opt/code/Agora-Opt/src/debate_memory/config.py c9c307b776287e07 ran fingerprinted no licence file found · pointer only
According to Me: Long-Term Personalized Referential Memory QA added by Syntology 2026-03 (from id) JingbiaoMei/ATM-Bench/memqa/global_config.py f9e247fbeeffa980 unverified MIT (permissive)
Sycophancy Hides Linearly in the Attention Heads added by Syntology 2026-01 (from id) rifoagenadi/sycophancy/extension/extract_activations.py 965457182ce1219b unverified no licence file found · pointer only
Expert Knowledge-Guided Decision Calibration for Accurate Fine-Grained Tree Species Classification added by Syntology 2026-01 (from id) WHU-USI3DV/TreeCLS/models/open_clip/factory.py 86068b594e794f47 unverified no licence file found · pointer only
Chronicals: A High-Performance Framework for LLM Fine-Tuning with 3.51x Speedup over Unsloth added by Syntology 2026-01 (from id) Ajwebdevs/Chronicals/chronicals/config/config.py b2d1236317b593ab unverified licence not identified · pointer only
UGround: Towards Unified Visual Grounding with Unrolled Transformers added by Syntology 2025-10 (from id) rui-qian/UGround/configs/model_config.py 62c7b02d97a929b3 unverified Apache-2.0 (permissive)
KRETA: A Benchmark for Korean Reading and Reasoning in Text-Rich VQA Attuned to Diverse Visual Contexts added by Syntology 2025-08 (from id) tabtoyou/KRETA/src/api_client.py e688dc626c46de12 unverified no licence file found · pointer only
Capability-Based Scaling Laws for LLM Red-Teaming 26 May 2025 kotekjedi/capability-based-scaling/attacks/utils/model_utils.py a7b9add6cab79ccb unverified MIT (permissive)
GeoLangBind: Unifying Earth Observation with Agglomerative Vision-Language Foundation Models 8 Mar 2025 xiong-zhitong/geolb-siglip/open_clip/src/open_clip/factory.py 86068b594e794f47 unverified Apache-2.0 (permissive)
Ingredients: Blending Custom Photos with Video Diffusion Transformers 3 Jan 2025 feizc/ingredients/models/eva_clip/factory.py 5c7cf820e99443ff unverified Apache-2.0 (permissive)
FLAIR: VLM with Fine-grained Language-informed Image Representations 4 Dec 2024 explainableml/flair/src/flair/factory.py 5c7cf820e99443ff unverified no licence file found · pointer only
On Erroneous Agreements of CLIP Image Embeddings 7 Nov 2024 lst627/CLIP-Embeds/open_clip/src/open_clip/factory.py 86068b594e794f47 unverified no licence file found · pointer only
Fourier Amplitude and Correlation Loss: Beyond Using L2 Loss for Skillful Precipitation Nowcasting 30 Oct 2024 argenycw/FACL/models/earthformer_model.py 8abf6290fb0913d0 unverified MIT (permissive)
TurtleBench: Evaluating Top Language Models via Real-World Yes/No Puzzles 7 Oct 2024 mazzzystar/TurtleBench/models.py 66eef613262a8a05 unverified Apache-2.0 (permissive)
Embedding Geometries of Contrastive Language-Image Pre-Training 19 Sep 2024 eify/open_clip/src/open_clip/factory.py 491eae38899d6610 unverified licence not identified · pointer only
VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation 6 Sep 2024 mit-han-lab/vila-u/vila_u/model/utils.py 11b7b07963f16286 ran MIT (permissive)
Mitigate the Gap: Investigating Approaches for Improving Cross-Modal Alignment in CLIP 25 Jun 2024 sarahesl/alignclip/align_clip/factory.py 5c7cf820e99443ff unverified no licence file found · pointer only
Vision Model Pre-training on Interleaved Image-Text Data via Latent Compression Learning 11 Jun 2024 opengvlab/lcl/src/open_clip/factory.py 5c7cf820e99443ff unverified MIT (permissive)
VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs 11 Jun 2024 damo-nlp-sg/inf-clip/inf_clip/factory.py 5c7cf820e99443ff unverified Apache-2.0 (permissive)
FedLLM-Bench: Realistic Benchmarks for Federated Learning of Large Language Models 7 Jun 2024 rui-ye/fedllm-bench/config.py 93e0de8955732c63 ran licence not identified · pointer only
FedLLM-Bench: Realistic Benchmarks for Federated Learning of Large Language Models 7 Jun 2024 rui-ye/openfedllm/config.py 79b93353bd3c904e ran Apache-2.0 (permissive)
LoQT: Low-Rank Adapters for Quantized Pretraining 26 May 2024 sebulo/LoQT/run_glue.py f95b67aca23588c3 ran · our draft was wrong MIT (permissive)
FiLo: Zero-Shot Anomaly Detection by Fine-Grained Description and High-Quality Localization 21 Apr 2024 casia-iva-lab/filo/models/vv_open_clip/factory.py 5c7cf820e99443ff unverified Apache-2.0 (permissive)
PromptAD: Learning Prompts with only Normal Samples for Few-Shot Anomaly Detection 8 Apr 2024 funz-0/promptad/PromptAD/CLIPAD/factory.py 5c7cf820e99443ff unverified Unlicense (permissive)
ViTamin: Designing Scalable Vision Models in the Vision-Language Era 2 Apr 2024 beckschen/vitamin/ViTamin/open_clip/factory.py 5c7cf820e99443ff unverified Apache-2.0 (permissive)
Long-CLIP: Unlocking the Long-Text Capability of CLIP 22 Mar 2024 beichenzbc/long-clip/open_clip_long/factory.py 5c7cf820e99443ff unverified Apache-2.0 (permissive)
Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images 19 Mar 2024 mediabrain-sjtu/mvfa-ad/CLIP/clip.py 5c7cf820e99443ff unverified MIT (permissive)
Toward Generalist Anomaly Detection via In-context Residual Learning with Few-shot Sample Prompts 11 Mar 2024 mala-lab/WinCLIP/open_clip/factory.py 5c7cf820e99443ff unverified GPL-3.0 (copyleft) · pointer only
Scaling physics-informed hard constraints with mixture-of-experts 20 Feb 2024 ask-berkeley/physics-nns-hard-constraints/neptune/models/model_builder.py 6ec0dd5d77d8e238 unverified no licence file found · pointer only
SkyScript: A Large and Semantically Diverse Vision-Language Dataset for Remote Sensing 20 Dec 2023 wangzhecheng/skyscript/src/open_clip/factory.py 5c7cf820e99443ff unverified MIT (permissive)
CLIM: Contrastive Language-Image Mosaic for Region Representation 18 Dec 2023 wusize/clim/src/open_clip/factory.py 5c7cf820e99443ff unverified no licence file found · pointer only
AnomalyCLIP: Object-agnostic Prompt Learning for Zero-shot Anomaly Detection 29 Oct 2023 zqhang/WinCLIP-pytorch/src/open_clip/factory.py 5c7cf820e99443ff unverified MIT (permissive)
CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction 2 Oct 2023 wusize/clipself/src/open_clip/factory.py 5c7cf820e99443ff unverified no licence file found · pointer only
Demystifying CLIP Data 28 Sep 2023 shkarupa-alex/tfclip/tfclip/factory.py 474abf32c26d562b unverified MIT (permissive)
CLIP-KD: An Empirical Study of CLIP Model Distillation 24 Jul 2023 winycg/clip-kd/src/open_clip/factory.py 5c7cf820e99443ff unverified no licence file found · pointer only
APRIL-GAN: A Zero-/Few-Shot Anomaly Classification and Segmentation Method for CVPR 2023 VAND Workshop Challenge Tracks 1&2: 1st Place on Zero-shot AD and 4th Place on Few-shot AD 27 May 2023 bychelsea/vand-april-gan/open_clip/factory.py 5c7cf820e99443ff unverified MIT (permissive)
WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation 26 Mar 2023 caoyunkang/WinClip/WinCLIP/CLIPAD/factory.py 5c7cf820e99443ff unverified MIT (permissive)
Learning Customized Visual Models with Retrieval-Augmented Knowledge 17 Jan 2023 microsoft/react/react_customization/src/open_clip/factory.py 5c7cf820e99443ff unverified MIT (permissive)
EVA: Exploring the Limits of Masked Visual Representation Learning at Scale 14 Nov 2022 baaivision/eva/EVA-01/clip/eva_clip.py 5c7cf820e99443ff unverified MIT (permissive)
The Chess Transformer: Mastering Play using Generative Language Models 2 Aug 2020 yashbonde/chess_lm/game.py 3a2375107f881225 ran · our draft was wrong MIT (permissive)
Meta-Learning with Warped Gradient Descent 30 Aug 2019 flennerhag/warpgrad/src/omniglot/run_multi.py 747bb1ba3659822e unverified Apache-2.0 (permissive)
Transferring Knowledge across Learning Processes 3 Dec 2018 amzn/metalearn-leap/src/omniglot/run_multi.py 747bb1ba3659822e unverified Apache-2.0 (permissive)
arXiv:Yun_Pano-AVQA_Grounded_Audio-Visual_Question_Answering_on_360deg_Videos_ICCV_2021_paper hs-yn/PanoAVQA/code/args.py 89a050303bc751eb 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".

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