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is_transformers_version_in_range

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

is_transformers_version_in_range appears in the code Syntology harvested for 15 papers, as 1 distinct code body found in 15 places (a place is one code body under one paper). At least one of them ran in 15 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 is_transformers_version_in_range 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 1 of the 1 distinct code body named is_transformers_version_in_range; 0 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
1ran
0unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 1 of the 15 places is 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

15 papers shown of 15, newest first; 15 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 3 papers added by Syntology; 2 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
How Does Reasoning Flow? Tracing Attention-Induced Information Flow for Targeted RL in LLMs added by Syntology 2026-06 (from id) Jiayi-Pan/TinyZero/verl/models/transformers/monkey_patch.py 42a7954a8cfa89e0 ran Apache-2.0 (permissive)
SAW: Stage-Aware Dynamic Weighting for Multi-Objective Reinforcement Learning in Large Language Models added by Syntology 2026-06 (from id) Zhaolutuan/SAW/verl/models/transformers/monkey_patch.py 42a7954a8cfa89e0 ran Apache-2.0 (permissive)
VimRAG: Navigating Massive Visual Context in Retrieval-Augmented Generation via Multimodal Memory Graph added by Syntology 2026-02 (from id) Alibaba-NLP/VRAG/VRAG-RL/verl/models/transformers/monkey_patch.py 42a7954a8cfa89e0 ran no licence file found · pointer only
Behavior Injection: Preparing Language Models for Reinforcement Learning 25 May 2025 czp16/bridge-llm-reasoning/simple_verl/sverl/models/transformers/monkey_patch.py 42a7954a8cfa89e0 ran MIT (permissive)
UFT: Unifying Supervised and Reinforcement Fine-Tuning 22 May 2025 liumy2010/uft/verl/models/transformers/monkey_patch.py 42a7954a8cfa89e0 ran Apache-2.0 (permissive)
Do Not Let Low-Probability Tokens Over-Dominate in RL for LLMs 19 May 2025 zhyang2226/ar-lopti/verl/models/transformers/monkey_patch.py 42a7954a8cfa89e0 ran Apache-2.0 (permissive)
ZeroSearch: Incentivize the Search Capability of LLMs without Searching 7 May 2025 alibaba-nlp/zerosearch/verl/models/transformers/monkey_patch.py 42a7954a8cfa89e0 ran Apache-2.0 (permissive)
Efficient Reinforcement Finetuning via Adaptive Curriculum Learning 7 Apr 2025 uscnlp-lime/verl/verl/models/transformers/monkey_patch.py 42a7954a8cfa89e0 ran Apache-2.0 (permissive)
Do Theory of Mind Benchmarks Need Explicit Human-like Reasoning in Language Models? 2 Apr 2025 bigai-ai/ToM-RL/verl/models/transformers/monkey_patch.py 42a7954a8cfa89e0 ran MIT (permissive)
ThinkPrune: Pruning Long Chain-of-Thought of LLMs via Reinforcement Learning 2 Apr 2025 UCSB-NLP-Chang/ThinkPrune/verl/models/transformers/monkey_patch.py 42a7954a8cfa89e0 ran Apache-2.0 (permissive)
Self-rewarding correction for mathematical reasoning 26 Feb 2025 agentica-project/verl-pipeline/verl/models/transformers/monkey_patch.py 42a7954a8cfa89e0 ran Apache-2.0 (permissive)
Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning 20 Feb 2025 Unakar/Logic-RL/verl/models/transformers/monkey_patch.py 42a7954a8cfa89e0 ran Apache-2.0 (permissive)
Flaming-hot Initiation with Regular Execution Sampling for Large Language Models 28 Oct 2024 yaof20/real/verl/models/transformers/monkey_patch.py 42a7954a8cfa89e0 ran Apache-2.0 (permissive)
arXiv:openreview_Y1rHxA58If qiancheng0/ToolRL/verl/models/transformers/monkey_patch.py 42a7954a8cfa89e0 ran Apache-2.0 (permissive)
arXiv:2025.findings-emnlp.1015 fzp0424/MT-R1-Zero/verl/models/transformers/monkey_patch.py 42a7954a8cfa89e0 ran 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".

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