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get_parameter_number

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

get_parameter_number appears in the code Syntology harvested for 19 papers, as 11 distinct code bodies found in 19 places (a place is one code body under one paper). At least one of them ran in 16 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 get_parameter_number 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 9 of the 11 distinct code bodies named get_parameter_number; 2 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
0ran · violated contract
4ran · our draft was wrong
0ran · fixture could not drive it
4ran
2unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 12 of the 19 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

19 papers shown of 19, newest first; 19 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. 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
FedMLLM: Federated Fine-tuning MLLM on Multimodal Heterogeneity Data 22 Nov 2024 1xbq1/fedmllm/finetune/finetune.py 1a3baf406bc7de64 ran · our draft was wrong no licence file found · pointer only
Over-parameterized Student Model via Tensor Decomposition Boosted Knowledge Distillation 10 Nov 2024 intell-sci-comput/opdf/compress_tools/trainer_bert_4.py 383d339873e8f63f ran · our draft was wrong MIT (permissive)
Degradation-Aware Residual-Conditioned Optimal Transport for Unified Image Restoration 3 Nov 2024 identical code first harvested elsewhere a23501ebdd938df8 ran · honoured contract licence of this copy not recorded
Relaxed Rotational Equivariance via $G$-Biases in Vision 22 Aug 2024 wuer5/rrenet/classification/utils.py 81c05f353caebaab ran no licence file found · pointer only
MiniCPM-V: A GPT-4V Level MLLM on Your Phone 3 Aug 2024 openbmb/minicpm-v/finetune/finetune.py 1a3baf406bc7de64 ran · our draft was wrong Apache-2.0 (permissive)
RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness 27 May 2024 openbmb/omnilmm/finetune/finetune.py 1a3baf406bc7de64 ran · our draft was wrong Apache-2.0 (permissive)
Unlocking Data-free Low-bit Quantization with Matrix Decomposition for KV Cache Compression 21 May 2024 lpyhdzx/DecoQuant_code/icl/evaluate_icl_ori.py 383d339873e8f63f ran · our draft was wrong no licence file found · pointer only
Residual-Conditioned Optimal Transport: Towards Structure-Preserving Unpaired and Paired Image Restoration 5 May 2024 xl-tang3/RCOT/trainer.py a23501ebdd938df8 ran · honoured contract no licence file found · pointer only
Sequential Recommendation for Optimizing Both Immediate Feedback and Long-term Retention 4 Apr 2024 applied-machine-learning-lab/dt4ier/GPT_trainer_returnscore.py b2fb8159f199e5b8 ran · our draft was wrong no licence file found · pointer only
LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models 18 Feb 2024 yifanycc/loretta/bert_model/run_glue_v5.py 918fc46b5088d174 ran GPL-3.0 (copyleft) · pointer only
LipSim: A Provably Robust Perceptual Similarity Metric 27 Oct 2023 saraghazanfari/lipsim/lipsim/core/utils.py f5db246ea9eec533 ran no licence file found · pointer only
Learning the Geodesic Embedding with Graph Neural Networks 11 Sep 2023 intelligentgeometry/gegnn/GnnDist.py ef891d3fc0e86020 ran · our draft was wrong no licence file found · pointer only
FwdLLM: Efficient FedLLM using Forward Gradient 26 Aug 2023 ubiquitouslearning/fwdllm/process-design-pitfall-memory-inference.py b2fb8159f199e5b8 ran · our draft was wrong no licence file found · pointer only
Knowledge-Driven CoT: Exploring Faithful Reasoning in LLMs for Knowledge-intensive Question Answering 25 Aug 2023 adelwang/kd-cot/verifier_and_cot_finetuning/data_utils/data_utils.py 4bf8c7490aa8c35b ran no licence file found · pointer only
Exploring Incompatible Knowledge Transfer in Few-shot Image Generation 15 Apr 2023 yunqing-me/RICK/gan_training/utils_model_load.py a6c491bc2737153b unverified MIT (permissive)
Energy-Based Test Sample Adaptation for Domain Generalization 22 Feb 2023 zzzx1224/ebtsa-iclr2023/ebmdg_main.py b2fb8159f199e5b8 ran · our draft was wrong no licence file found · pointer only
Few-shot Image Generation via Adaptation-Aware Kernel Modulation 29 Oct 2022 yunqing-me/AdAM/gan_training/utils_model_load.py a6c491bc2737153b unverified MIT (permissive)
Adaptive Cross-Layer Attention for Image Restoration 4 Mar 2022 sdl-asu/acla/SR/model/common.py b2fb8159f199e5b8 ran · our draft was wrong MIT (permissive)
A Three-Stage Learning Framework for Low-Resource Knowledge-Grounded Dialogue Generation 9 Sep 2021 neukg/kat-tslf/run_kat.py e7a0f438d6d3b92f 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