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load_openai_model

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

load_openai_model appears in the code Syntology harvested for 16 papers, as 7 distinct code bodies found in 16 places (a place is one code body under one paper). At least one of them ran in 0 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 load_openai_model 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 0 of the 7 distinct code bodies named load_openai_model; 7 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
0ran
7unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 4 of the 16 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

16 papers shown of 16, newest first; 16 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
Dial HEALTHDIAL for Advice: A Multilingual and Multi-Parallel Spoken Dialogue Dataset for Knowledge-Grounded Information Seeking added by Syntology 2026-05 (from id) LAION-AI/CLAP/src/laion_clap/clap_module/openai.py 6303189072e277c6 unverified CC0-1.0 (permissive)
Embedding Geometries of Contrastive Language-Image Pre-Training 19 Sep 2024 eify/open_clip/src/open_clip/openai.py 8811c5d06f3a2eaa unverified licence not identified · pointer only
Vision Model Pre-training on Interleaved Image-Text Data via Latent Compression Learning 11 Jun 2024 opengvlab/lcl/src/open_clip/openai.py 8811c5d06f3a2eaa unverified MIT (permissive)
Modeling Caption Diversity in Contrastive Vision-Language Pretraining 30 Apr 2024 facebookresearch/llip/llip/open_clip/openai.py c188f5b72375b4e2 unverified licence not identified · pointer only
FiLo: Zero-Shot Anomaly Detection by Fine-Grained Description and High-Quality Localization 21 Apr 2024 casia-iva-lab/filo/models/vv_open_clip/openai.py a1693b09a14a516f 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/openai.py a1693b09a14a516f unverified Unlicense (permissive)
ViTamin: Designing Scalable Vision Models in the Vision-Language Era 2 Apr 2024 beckschen/vitamin/ViTamin/open_clip/openai.py 8811c5d06f3a2eaa unverified Apache-2.0 (permissive)
Long-CLIP: Unlocking the Long-Text Capability of CLIP 22 Mar 2024 beichenzbc/long-clip/open_clip_long/openai.py 8811c5d06f3a2eaa unverified Apache-2.0 (permissive)
Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images 19 Mar 2024 mediabrain-sjtu/mvfa-ad/CLIP/openai.py 6407d54f96f9b83e 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/openai.py 8811c5d06f3a2eaa unverified GPL-3.0 (copyleft) · pointer only
Zero-shot Referring Expression Comprehension via Structural Similarity Between Images and Captions 28 Nov 2023 show-han/zeroshot_rec/VLA_finetune/open_clip/openai.py f22c4b3b6fb51672 unverified Apache-2.0 (permissive)
AnomalyCLIP: Object-agnostic Prompt Learning for Zero-shot Anomaly Detection 29 Oct 2023 zqhang/WinCLIP-pytorch/src/open_clip/openai.py a1693b09a14a516f unverified MIT (permissive)
CLIPN for Zero-Shot OOD Detection: Teaching CLIP to Say No 23 Aug 2023 xmed-lab/clipn/src/open_clip/openai.py ce3d74d26643c4c1 unverified MIT (permissive)
CLIP-KD: An Empirical Study of CLIP Model Distillation 24 Jul 2023 winycg/clip-kd/src/open_clip/openai.py a1693b09a14a516f unverified no licence file found · pointer only
PMC-CLIP: Contrastive Language-Image Pre-training using Biomedical Documents 13 Mar 2023 WeixiongLin/PMC-CLIP/src/pmc_clip/openai.py c188f5b72375b4e2 unverified MIT (permissive)
Learning Customized Visual Models with Retrieval-Augmented Knowledge 17 Jan 2023 microsoft/react/react_customization/src/open_clip/openai.py a1693b09a14a516f 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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