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prepare_prompts

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

prepare_prompts appears in the code Syntology harvested for 11 papers, as 9 distinct code bodies found in 12 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 prepare_prompts 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 6 of the 9 distinct code bodies named prepare_prompts; 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
5ran
3unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 6 of the 12 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

11 papers shown of 11, newest first; 12 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 4 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
Latent-GRPO: Group Relative Policy Optimization for Latent Reasoning added by Syntology 2026-04 (from id) DJC-GO-SOLO/Latent-SFT/sglang_latent_reasoning_pkg/benchmark/bench_in_batch_prefix/bench_in_batch_prefix.py e5914c7114b177c6 unverified MIT (permissive)
THINKROUTER: Efficient Reasoning via Routing Thinking between Latent and Discrete Spaces added by Syntology 2026-02 (from id) eric-ai-lab/Soft-Thinking/sglang_soft_thinking_pkg/benchmark/bench_in_batch_prefix/bench_in_batch_prefix.py e5914c7114b177c6 unverified MIT (permissive)
Randomization Boosts KV Caching, Learning Balances Query Load: A Joint Perspective added by Syntology 2026-01 (from id) fzwark/KVRouting/sglang-0.4.6/benchmark/bench_in_batch_prefix/bench_in_batch_prefix.py e5914c7114b177c6 unverified no licence file found · pointer only
Linear Dynamics in the RLVR Training of Large Language Models added by Syntology 2026-01 (from id) Miaow-Lab/RLVR-Linearity/evaluation/inference_vllm_offline.py 6404f02a3872c91e unverified MIT (permissive)
Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge Graphs 10 Dec 2024 futureeeeee/dynamic-rag/utils.py 884fefcc0d37c80e unverified no licence file found · pointer only
How to Leverage Demonstration Data in Alignment for Large Language Model? A Self-Imitation Learning Perspective 14 Oct 2024 tengxiao1/GSIL/gsil/generate.py 65ab2e38274df088 ran no licence file found · pointer only
Erasing Conceptual Knowledge from Language Models 3 Oct 2024 rohitgandikota/erasing-llm/trainscripts/erase.py 822e559e4fe066e8 ran no licence file found · pointer only
HYDRA: Model Factorization Framework for Black-Box LLM Personalization 5 Jun 2024 night-chen/HYDRA/adapter/generate/generate.py a5c4afa103aa6d76 ran · our draft was wrong no licence file found · pointer only
Getting More Juice Out of the SFT Data: Reward Learning from Human Demonstration Improves SFT for LLM Alignment 28 May 2024 jasonjiaxiangli/reward_learning_sft/src/evaluate.py 6c6b96dbc3ac9f5a ran Apache-2.0 (permissive)
Getting More Juice Out of the SFT Data: Reward Learning from Human Demonstration Improves SFT for LLM Alignment 28 May 2024 jasonjiaxiangli/reward_learning_sft/src/generate.py 1eb55970dd4151b3 ran Apache-2.0 (permissive)
MedAdapter: Efficient Test-Time Adaptation of Large Language Models towards Medical Reasoning 5 May 2024 wshi83/MedAdapter/reward_model/orm/orm_guide.py a5c4afa103aa6d76 ran · our draft was wrong no licence file found · pointer only
Large Language Models Can Learn Temporal Reasoning 12 Jan 2024 xiongsiheng/tg-llm/src/Example_accelerate_inference.py 67e14cf8263186c1 ran 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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