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split_tensor_dict

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

split_tensor_dict appears in the code Syntology harvested for 10 papers, as 5 distinct code bodies found in 10 places (a place is one code body under one paper). At least one of them ran in 9 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 split_tensor_dict 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 4 of the 5 distinct code bodies named split_tensor_dict; 1 is unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
2ran · our draft was wrong
0ran · fixture could not drive it
2ran
1unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 4 of the 10 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

10 papers shown of 10, newest first; 10 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 6 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
GDSD: Reinforcement Learning as Guided Denoiser Self-Distillation for Diffusion Language Models added by Syntology 2026-05 (from id) GaryBall/GDSD/gdsd/trainers/espo_trainer.py 23e33cf487ecdf91 ran Apache-2.0 (permissive)
Towards Order Fairness: Mitigating LLMs Order Sensitivity through Dual Group Advantage Optimization added by Syntology 2026-05 (from id) Hyalinesky/DGAO/trl/trainer/dgao_trainer.py ba58cd6dfd66f89c ran Apache-2.0 (permissive)
IAPO: Information-Aware Policy Optimization for Token-Efficient Reasoning added by Syntology 2026-02 (from id) YinhanHe123/IAPO/package_code/trainer/dapo_trainer.py ba58cd6dfd66f89c ran MIT (permissive)
GOPO: Policy Optimization using Ranked Rewards added by Syntology 2026-02 (from id) friendshipkim/gopo/src/open_r1/grpo_trainer.py efd67e2adf6b1ba5 ran · our draft was wrong Apache-2.0 (permissive)
PRISM: A Unified Framework for Post-Training LLMs Without Verifiable Rewards added by Syntology 2026-01 (from id) ghimiremukesh/PRISM/open-r1-intuitor/src/open_r1/critque_intuitor_trainer.py efd67e2adf6b1ba5 ran · our draft was wrong no licence file found · pointer only
You Need Reasoning to Learn Reasoning: The Limitations of Label-Free RL in Weak Base Models added by Syntology 2025-11 (from id) BorealisAI/CuMa/src/open_r1/intuitor_trainer.py efd67e2adf6b1ba5 ran · our draft was wrong no licence file found · pointer only
DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation 25 Jun 2025 apple/ml-diffucoder/src/open_r1/coupled_grpo.py 0fa983fc585a3b51 unverified licence not identified · pointer only
Optimizing Length Compression in Large Reasoning Models 17 Jun 2025 identical code first harvested elsewhere efd67e2adf6b1ba5 ran · our draft was wrong licence of this copy not recorded
Co-Reinforcement Learning for Unified Multimodal Understanding and Generation 23 May 2025 mm-vl/ulm-r1/ttrl/trainer/grpo_trainer_mm2t.py e919a9d676d7aefe ran · our draft was wrong Apache-2.0 (permissive)
Graph Diffusion Policy Optimization 26 Feb 2024 NVlabs/GDPO/trl-GDPO/trl-0.18.0-gdpo/trl/trainer/grpo_trainer.py efd67e2adf6b1ba5 ran · our draft was wrong 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