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custom_to_pil

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

custom_to_pil appears in the code Syntology harvested for 9 papers, as 3 distinct code bodies found in 9 places (a place is one code body under one paper). At least one of them ran in 6 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 custom_to_pil 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 2 of the 3 distinct code bodies named custom_to_pil; 1 is 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
0ran
1unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 5 of the 9 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

9 papers shown of 9, newest first; 9 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; 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
Modulated Diffusion: Accelerating Generative Modeling with Modulated Quantization 18 Jun 2025 weizhigao/modiff/scripts/sample_diffusion_ldm.py 1f425be38a5fdeb5 ran · our draft was wrong no licence file found · pointer only
[MASK] is All You Need 9 Dec 2024 CompVis/mask/ldm/scripts/sample_diffusion.py 73fba7367428c8a5 ran · fixture could not drive it Apache-2.0 (permissive)
Temporal Feature Matters: A Framework for Diffusion Model Quantization 28 Jul 2024 modeltc/tfmq-dm/sample_diffusion_ldm.py 73fba7367428c8a5 ran · fixture could not drive it Apache-2.0 (permissive)
FLAME Diffuser: Wildfire Image Synthesis using Mask Guided Diffusion 6 Mar 2024 AIS-Clemson/FLAME_SD/sample_diffusion.py 73fba7367428c8a5 ran · fixture could not drive it no licence file found · pointer only
QuEST: Low-bit Diffusion Model Quantization via Efficient Selective Finetuning 6 Feb 2024 hatchetProject/QuEST/get_calibration_set_imagenet_ddim.py 1f425be38a5fdeb5 ran · our draft was wrong no licence file found · pointer only
Table and Image Generation for Investigating Knowledge of Entities in Pre-trained Vision and Language Models 3 Jun 2023 OFA-Sys/OFA/criterions/clip_scst_loss.py 01478032e19f9e68 unverified Apache-2.0 recorded; this copy not marked cleared · pointer only
BiomedGPT: A Generalist Vision-Language Foundation Model for Diverse Biomedical Tasks 26 May 2023 taokz/biomedgpt/criterions/clip_scst_loss.py 01478032e19f9e68 unverified Apache-2.0 recorded; this copy not marked cleared · pointer only
Harnessing the Power of Multi-Task Pretraining for Ground-Truth Level Natural Language Explanations 8 Dec 2022 ofa-x/ofa-x/OFA/criterions/clip_scst_loss.py 01478032e19f9e68 unverified Apache-2.0 (permissive)
arXiv:Huang_TFMQ-DM_Temporal_Feature_Maintenance_Quantization_for_Diffusion_Models_CVPR_2024_paper ModelTC/TFMQ-DM/sample_diffusion_ldm.py 73fba7367428c8a5 ran · fixture could not drive it 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