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prepare_config

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

prepare_config appears in the code Syntology harvested for 7 papers, as 7 distinct code bodies found in 7 places (a place is one code body under one paper). At least one of them ran in 2 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 prepare_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 2 of the 7 distinct code bodies named prepare_config; 5 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
5unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 2 of the 7 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

7 papers shown of 7, newest first; 7 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 2 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
Training Prompt Matters: State-Adaptive Optimization for Robust Fine-Tuning added by Syntology 2026-06 (from id) Eric8932/SAPO/src/peft_custom/tuners/adaption_prompt.py b48f3b95aab0a0de unverified no licence file found · pointer only
Q-RAG: Long Context Multi-step Retrieval via Value-based Embedder Training added by Syntology 2025-11 (from id) griver/Q-RAG/train_q_rag.py c40871c34e9da06d ran · our draft was wrong no licence file found · pointer only
EcoLANG: Efficient and Effective Agent Communication Language Induction for Social Simulation 11 May 2025 xymou/EcoLANG/code/prepare_config.py de3e0c7b3b59d39b unverified MIT (permissive)
Infinity-MM: Scaling Multimodal Performance with Large-Scale and High-Quality Instruction Data 24 Oct 2024 flagopen/flagscale/flagscale/compress/compressor.py ac0e60d70c14acfa unverified Apache-2.0 (permissive)
scTree: Discovering Cellular Hierarchies in the Presence of Batch Effects in scRNA-seq Data 27 Jun 2024 mvandenhi/sctree-public/src/sctree/utils/utils.py d670f4e0166ca03c ran Apache-2.0 (permissive)
Probabilistic Embeddings Revisited 14 Feb 2022 tinkoff-ai/probabilistic-embeddings/src/probabilistic_embeddings/config.py 93e67b8fda607f0a unverified Apache-2.0 (permissive)
A guide to convolution arithmetic for deep learning 23 Mar 2016 marbleton/FPGA_MNIST/net/quantize.py 54613a0127330b5f 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".

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