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rotate_every_two

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

rotate_every_two appears in the code Syntology harvested for 33 papers, as 18 distinct code bodies found in 35 places (a place is one code body under one paper). At least one of them ran in 31 of the papers; 15 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 rotate_every_two 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 16 of the 18 distinct code bodies named rotate_every_two; 2 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

2ran · honoured contract
0ran · violated contract
2ran · our draft was wrong
4ran · fixture could not drive it
8ran
2unverified
15fingerprinted

Licence is a property of each copy, so it is counted per place: 11 of the 35 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

33 papers shown of 33, newest first; 35 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 1 papers added by Syntology; 3 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
Few-shot Protein Fitness Prediction via In-context Learning and Test-time Training added by Syntology 2025-12 (from id) fteufel/PRIMO/primo/zero_shot_utils/modeling_progen.py c66149010337c505 ran · fixture could not drive it fingerprinted no licence file found · pointer only
arXiv:2507.00698 2025-07 (from id) identical code first harvested elsewhere 5edaeffae06137e0 ran · fixture could not drive it fingerprinted licence of this copy not recorded
Breaking the Low-Rank Dilemma of Linear Attention 12 Nov 2024 qhfan/rala/classfication/RALA.py 5edaeffae06137e0 ran · fixture could not drive it fingerprinted no licence file found · pointer only
TAMER: Tree-Aware Transformer for Handwritten Mathematical Expression Recognition 16 Aug 2024 qingzhenduyu/tamer/tamer/model/pos_enc.py e06d2f5f2824ecc6 ran fingerprinted no licence file found · pointer only
Longhorn: State Space Models are Amortized Online Learners 19 Jul 2024 Cranial-XIX/longhorn/models/retnet.py a8e846bab37b7243 ran fingerprinted no licence file found · pointer only
PosFormer: Recognizing Complex Handwritten Mathematical Expression with Position Forest Transformer 10 Jul 2024 sjtu-deepvisionlab/posformer/Pos_Former/model/pos_enc.py e06d2f5f2824ecc6 ran fingerprinted no licence file found · pointer only
Focus on the Whole Character: Discriminative Character Modeling for Scene Text Recognition 8 Jul 2024 bang123-box/CFE/strhub/models/cfe/modules.py 368e8872aa996b9e ran fingerprinted MIT (permissive)
Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback 13 Jun 2024 hamishivi/easylm/EasyLM/models/gptj/gptj_model.py 768565e8f56c5fb0 ran Apache-2.0 (permissive)
Constrained Decoding for Secure Code Generation 30 Apr 2024 dynamite321/codeguardplus/inference/hf/modeling_codegen.py 621a8a98538cd46d ran fingerprinted MIT (permissive)
LLMem: Estimating GPU Memory Usage for Fine-Tuning Pre-Trained LLMs 16 Apr 2024 taehokim20/llmem/real_models/modeling_codegen.py 2e3bec9f0c9b1973 ran fingerprinted MIT (permissive)
Keyformer: KV Cache Reduction through Key Tokens Selection for Efficient Generative Inference 14 Mar 2024 d-matrix-ai/keyformer-llm/models/gptj-keyformer-lib/modeling_gptj.py 2e3bec9f0c9b1973 ran fingerprinted Apache-2.0 (permissive)
MEIT: Multi-Modal Electrocardiogram Instruction Tuning on Large Language Models for Report Generation 7 Mar 2024 aiot-mlsys-lab/meit/ECG_LLMs/models/modeling_ecg_gpt_j.py be7c0ed30787664f ran fingerprinted no licence file found · pointer only
DenseMamba: State Space Models with Dense Hidden Connection for Efficient Large Language Models 26 Feb 2024 wailordhe/densessm/modeling/dense_gau_retnet_1p3b/modeling_dense_gau_retnet.py 621a8a98538cd46d ran fingerprinted no licence file found · pointer only
Enhancing Uncertainty-Based Hallucination Detection with Stronger Focus 22 Nov 2023 zthang/focus/models/modeling_gptj.py 2e3bec9f0c9b1973 ran fingerprinted no licence file found · pointer only
RMT: Retentive Networks Meet Vision Transformers 20 Sep 2023 qhfan/RMT/classfication_release/RMT.py e8e82ae4792b09f9 ran fingerprinted no licence file found · pointer only
Can I Trust Your Answer? Visually Grounded Video Question Answering 4 Sep 2023 doc-doc/next-gqa/code/FrozenGQA/model/gptj.py c66149010337c505 ran · fixture could not drive it fingerprinted MIT (permissive)
Giraffe: Adventures in Expanding Context Lengths in LLMs 21 Aug 2023 abacusai/long-context/python/models/xpos.py 368e8872aa996b9e ran fingerprinted Apache-2.0 (permissive)
Retentive Network: A Successor to Transformer for Large Language Models 17 Jul 2023 Jamie-Stirling/RetNet/src/xpos_relative_position.py b2a514c2dffaca20 unverified MIT (permissive)
RLTF: Reinforcement Learning from Unit Test Feedback 10 Jul 2023 zyq-scut/rltf/trainers/modeling_codegen.py 621a8a98538cd46d ran fingerprinted BSD-3-Clause (permissive)
LeTI: Learning to Generate from Textual Interactions 17 May 2023 xingyaoww/leti/leti/models/codegen/modeling_flax_codegen.py 768565e8f56c5fb0 ran Apache-2.0 (permissive)
Prophet: Prompting Large Language Models with Complementary Answer Heuristics for Knowledge-based Visual Question Answering 3 Mar 2023 milvlg/prophet/prophet/stage1/model/rope2d.py 8ad5d5cfe019a6ae unverified Apache-2.0 (permissive)
Chain of Hindsight Aligns Language Models with Feedback 6 Feb 2023 lhao499/CoH/coh/gptj.py 768565e8f56c5fb0 ran Apache-2.0 (permissive)
ProGen2: Exploring the Boundaries of Protein Language Models 27 Jun 2022 identical code first harvested elsewhere c66149010337c505 ran · fixture could not drive it fingerprinted licence of this copy not recorded
ProGen2: Exploring the Boundaries of Protein Language Models 27 Jun 2022 salesforce/jaxformer/jaxformer/hf/codegen/modeling_codegen.py 621a8a98538cd46d ran fingerprinted BSD-3-Clause (permissive)
CERT: Continual Pre-Training on Sketches for Library-Oriented Code Generation 14 Jun 2022 microsoft/PyCodeGPT/apicoder/CodeGenAPI/nl2code/modeling_codegen.py 965428aef96cf65e ran · fixture could not drive it fingerprinted MIT (permissive)
PaLM: Scaling Language Modeling with Pathways 5 Apr 2022 lucidrains/PaLM-jax/palm_jax/palm.py 6aa7304ec358cbea ran · honoured contract fingerprinted MIT (permissive)
CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis 25 Mar 2022 salesforce/CodeGen/codegen1/jaxformer/hf/codegen/modeling_codegen.py c66149010337c505 ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis 25 Mar 2022 openlmlab/moss/models/modeling_moss.py 2e3bec9f0c9b1973 ran fingerprinted Apache-2.0 (permissive)
Handwritten Mathematical Expression Recognition with Bidirectionally Trained Transformer 6 May 2021 Green-Wood/BTTR/bttr/model/pos_enc.py e06d2f5f2824ecc6 ran fingerprinted MIT (permissive)
Generative Adversarial Transformers 1 Mar 2021 lucidrains/transganformer/transganformer/transganformer.py 1ac67506c6a0368b ran · our draft was wrong fingerprinted MIT (permissive)
Is Space-Time Attention All You Need for Video Understanding? 9 Feb 2021 lucidrains/TimeSformer-pytorch/timesformer_pytorch/timesformer_pytorch.py 07e3c5417d5f77fc ran · our draft was wrong fingerprinted MIT (permissive)
ProGen: Language Modeling for Protein Generation 8 Mar 2020 lucidrains/progen/progen_transformer/progen.py 59c0bfea601f828d ran · honoured contract fingerprinted MIT (permissive)
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism 17 Sep 2019 kingoflolz/mesh-transformer-jax/mesh_transformer/transformer_shard.py 5efa020fabe4b20b ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
arXiv:Fu_SegMAN_Omni-scale_Context_Modeling_with_State_Space_Models_and_Local_CVPR_2025_paper yunxiangfu2001/SegMAN/models/segman_encoder.py e8e82ae4792b09f9 ran fingerprinted Apache-2.0 (permissive)
arXiv:04820 Kelly510/PoseRetNet/common/model/retention.py a8e846bab37b7243 ran fingerprinted 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