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get_latest_checkpoint

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

get_latest_checkpoint appears in the code Syntology harvested for 13 papers, as 11 distinct code bodies found in 13 places (a place is one code body under one paper). At least one of them ran in 9 of the papers; 4 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 get_latest_checkpoint 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 7 of the 11 distinct code bodies named get_latest_checkpoint; 4 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
4ran · our draft was wrong
0ran · fixture could not drive it
3ran
4unverified
4fingerprinted

Licence is a property of each copy, so it is counted per place: 3 of the 13 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

13 papers shown of 13, newest first; 13 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
Confucius4-TTS: Transcript-Free Cross-Lingual Zero-Shot TTS with a Learnable Speaker Encoder added by Syntology 2026-08 (from id) netease-youdao/Confucius4-TTS/confuciustts/cli/train_s2a.py e12f9f6e46ab02c7 ran fingerprinted licence not identified · pointer only
Multi-Domain Riemannian Graph Gluing for Building Graph Foundation Models added by Syntology 2026-03 (from id) RiemannGraph/GraphGlue/utils/checkpoints.py b28fab669a843f6a unverified MIT (permissive)
Self-Training Elicits Concise Reasoning in Large Language Models 27 Feb 2025 tergelmunkhbat/concise-reasoning/src/model.py ed87ec15885fe0aa unverified MIT (permissive)
Parameter Efficient Instruction Tuning: An Empirical Study 25 Nov 2024 AdaBit-AI/parameter_efficient_instruction_tuning/utils.py 6e175302feec91b5 unverified Apache-2.0 (permissive)
TULIP: Token-length Upgraded CLIP 13 Oct 2024 ivonajdenkoska/tulip/eval_tulip.py 93448c613c050973 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Unlearning Targeted Information via Single Layer Unlearning Gradient 16 Jul 2024 csiplab/slug/src/clip/unlearn_slug.py d9eed7fba4443db1 ran · our draft was wrong fingerprinted no licence file found · pointer only
Large Scale Transfer Learning for Tabular Data via Language Modeling 17 Jun 2024 mlfoundations/rtfm/rtfm/utils.py ba26941c52b7f85a ran MIT (permissive)
Scaling Laws for Fine-Grained Mixture of Experts 12 Feb 2024 llm-random/llm-random/lizrd/train/load_and_save_model.py 4a3ee9eeb13ba96e ran Apache-2.0 (permissive)
GIT-Mol: A Multi-modal Large Language Model for Molecular Science with Graph, Image, and Text 14 Aug 2023 ai-hpc-research-team/git-mol/train/pretrain.py 138b87fa967c256f ran · our draft was wrong fingerprinted MIT (permissive)
ChessGPT: Bridging Policy Learning and Language Modeling 15 Jun 2023 waterhorse1/chessgpt/chessclip/src/training/main_chess.py 93448c613c050973 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Neural Markov Jump Processes 31 May 2023 pseifner/neuralmjp/scripts/train_model.py 7a2b1da8774401fe ran · our draft was wrong MIT (permissive)
A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural Language 12 Sep 2022 identical code first harvested elsewhere 138b87fa967c256f ran · our draft was wrong fingerprinted licence of this copy not recorded
Teaching Temporal Logics to Neural Networks 6 Mar 2020 necrashter/deepltl-pytorch/deepltl/train/common.py 981652cdff73c2e9 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