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formatting_prompts_func

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

formatting_prompts_func appears in the code Syntology harvested for 14 papers, as 14 distinct code bodies found in 14 places (a place is one code body under one paper). At least one of them ran in 12 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 formatting_prompts_func 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 12 of the 14 distinct code bodies named formatting_prompts_func; 2 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
6ran · our draft was wrong
0ran · fixture could not drive it
6ran
2unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 9 of the 14 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

14 papers shown of 14, newest first; 14 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. 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
Rethinking Bradley-Terry Models in Preference-Based Reward Modeling: Foundations, Theory, and Alternatives 7 Nov 2024 holarissun/rewardmodelingbeyondbradleyterry/step1_sft.py 825c9fb07509b2a6 ran · our draft was wrong MIT (permissive)
Can Language Models Learn to Skip Steps? 4 Nov 2024 tengxiaoliu/lm_skip/src/sft.py 6971550400aee17b ran · our draft was wrong no licence file found · pointer only
MediTOD: An English Dialogue Dataset for Medical History Taking with Comprehensive Annotations 18 Oct 2024 dair-iitd/MediTOD/src/llama/infer.py 7c2702021405a385 ran no licence file found · pointer only
A Common Pitfall of Margin-based Language Model Alignment: Gradient Entanglement 17 Oct 2024 humainlab/understand_marginpo/sft.py 4fc874bb9bf50168 ran no licence file found · pointer only
Data Advisor: Dynamic Data Curation for Safety Alignment of Large Language Models 7 Oct 2024 feiwang96/Data-Advisor/train_target_model.py 992c9f47d47101c4 ran no licence file found · pointer only
ProFLingo: A Fingerprinting-based Intellectual Property Protection Scheme for Large Language Models 3 May 2024 hengvt/proflingo/finetuning.py 1493a5222e81fedc ran · our draft was wrong MIT (permissive)
AdaMergeX: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter Merging 29 Feb 2024 damo-nlp-sg/adamergex/train_lora.py aaeaf5967a619b25 ran · our draft was wrong no licence file found · pointer only
How do Large Language Models Handle Multilingualism? 29 Feb 2024 damo-nlp-sg/multilingual_analysis/neuron_enhancement/train_neuron.py ef2b510b7d7a78bb ran no licence file found · pointer only
mEdIT: Multilingual Text Editing via Instruction Tuning 26 Feb 2024 vipulraheja/medit/train/medit_trainer.py 62e3bb6f4bbb82a4 ran · our draft was wrong Apache-2.0 (permissive)
Mercury: A Code Efficiency Benchmark for Code Large Language Models 12 Feb 2024 elfsong/mercury/src/sft_train.py f0b76e881e34bb03 ran no licence file found · pointer only
Prompting and Fine-Tuning Open-Sourced Large Language Models for Stance Classification 24 Sep 2023 ijcruic/llm-stance-labeling/fine_tune_models.py 63c1e5c6dc5be2f7 ran no licence file found · pointer only
Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization 4 Aug 2023 weirayao/retroformer/sft_run.py b5e1f1931c2b8747 ran · our draft was wrong Apache-2.0 (permissive)
QLoRA: Efficient Finetuning of Quantized LLMs 23 May 2023 daniel-furman/sft-demos/_peft/falcon/peft_falcon_180b_instruct.py ba51656a6aaea3b7 unverified Apache-2.0 (permissive)
Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources 22 May 2023 damo-nlp-sg/chain-of-knowledge/finetune/sft_trainer.py 568afe28168c3da5 unverified MIT recorded; this copy not marked cleared · pointer only

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