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init_prompt

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

init_prompt appears in the code Syntology harvested for 18 papers, as 5 distinct code bodies found in 19 places (a place is one code body under one paper). At least one of them ran in 2 of the papers; 1 of the code bodies carries 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 init_prompt 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 5 distinct code bodies named init_prompt; 3 are 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
0ran · fixture could not drive it
1ran
3unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 5 of the 19 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; 19 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
Multimodal Generative Engine Optimization: Rank Manipulation for Vision-Language Model Rankers added by Syntology 2026-01 (from id) glad-lab/MGEO/process.py 4c8c8c4eb9978e7e unverified no licence file found · pointer only
Improving Diversity of Commonsense Generation by Large Language Models via In-Context Learning 25 Apr 2024 AvataGarde/In_Context_Diversification/Intrinic/Vicuna/generate.py 494ddec9efc7f061 ran no licence file found · pointer only
Improving Diversity of Commonsense Generation by Large Language Models via In-Context Learning 25 Apr 2024 AvataGarde/In_Context_Diversification/Intrinic/gpt-3.5-turbo/candidate.py fe8c7dc4dee306e9 unverified no licence file found · pointer only
Magic-Me: Identity-Specific Video Customized Diffusion 14 Feb 2024 zhen-dong/magic-me/animatediff/utils/util.py a0a4d94af120c56f unverified Apache-2.0 (permissive)
ConsistI2V: Enhancing Visual Consistency for Image-to-Video Generation 6 Feb 2024 TIGER-AI-Lab/ConsistI2V/consisti2v/utils/util.py a0a4d94af120c56f unverified MIT (permissive)
Brush Your Text: Synthesize Any Scene Text on Images via Diffusion Model 19 Dec 2023 ecnuljzhang/brush-your-text/controlnet_util/util.py a0a4d94af120c56f unverified no licence file found · pointer only
BIVDiff: A Training-Free Framework for General-Purpose Video Synthesis via Bridging Image and Video Diffusion Models 5 Dec 2023 mcg-nju/bivdiff/models/util.py a0a4d94af120c56f unverified Apache-2.0 (permissive)
FreeNoise: Tuning-Free Longer Video Diffusion via Noise Rescheduling 23 Oct 2023 arthur-qiu/FreeNoise-AnimateDiff/animatediff/utils/util.py a0a4d94af120c56f unverified Apache-2.0 (permissive)
MotionDirector: Motion Customization of Text-to-Video Diffusion Models 12 Oct 2023 showlab/MotionDirector/utils/ddim_utils.py a0a4d94af120c56f unverified Apache-2.0 (permissive)
FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing 9 Oct 2023 yrcong/flatten/models/util.py a0a4d94af120c56f unverified Apache-2.0 (permissive)
Free-Bloom: Zero-Shot Text-to-Video Generator with LLM Director and LDM Animator 25 Sep 2023 soolab/free-bloom/freebloom/util.py a0a4d94af120c56f unverified Apache-2.0 (permissive)
Edit Temporal-Consistent Videos with Image Diffusion Model 17 Aug 2023 mdswyz/TCVE/tcve/util.py a0a4d94af120c56f unverified MIT (permissive)
AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning 10 Jul 2023 talesofai/animatediff/animatediff/utils/util.py a0a4d94af120c56f unverified Apache-2.0 (permissive)
ControlVideo: Conditional Control for One-shot Text-driven Video Editing and Beyond 26 May 2023 thu-ml/controlvideo/util.py a0a4d94af120c56f unverified Apache-2.0 (permissive)
RecurrentGPT: Interactive Generation of (Arbitrarily) Long Text 22 May 2023 aiwaves-cn/recurrentgpt/gradio_server.py ff5e90cad31f4931 ran · our draft was wrong fingerprinted GPL-3.0 (copyleft) · pointer only
ControlVideo: Training-free Controllable Text-to-Video Generation 22 May 2023 ybybzhang/controlvideo/models/util.py a0a4d94af120c56f unverified MIT (permissive)
Follow Your Pose: Pose-Guided Text-to-Video Generation using Pose-Free Videos 3 Apr 2023 mayuelala/followyourpose/followyourpose/util.py a0a4d94af120c56f unverified MIT (permissive)
Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation 22 Dec 2022 showlab/Tune-A-Video/tuneavideo/util.py a0a4d94af120c56f unverified Apache-2.0 (permissive)
High-Resolution Image Synthesis with Latent Diffusion Models 20 Dec 2021 spengliang/smoothvideo/tuneavideo/util.py a0a4d94af120c56f unverified 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