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get_parameter_dtype

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

get_parameter_dtype appears in the code Syntology harvested for 20 papers, as 9 distinct code bodies found in 20 places (a place is one code body under one paper). At least one of them ran in 10 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_dtype 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 9 distinct code bodies named get_parameter_dtype; 5 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
4ran
5unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 10 of the 20 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

20 papers shown of 20, newest first; 20 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
Step-Wise Refusal Dynamics in Autoregressive and Diffusion Language Models added by Syntology 1 Feb 2026 shuita2333/PAD-codes/MMaDA-PAD/models/modeling_utils.py 33338f20f5619c59 unverified no licence file found · pointer only
A Unified Spoken Language Model with Injected Emotional-Attribution Thinking for Human-like Interaction added by Syntology 2026-01 (from id) ASLP-lab/Hum-Dial/Full-Duplex_Interaction/baseline/omni/modeling_utils.py 4cdf4fab8fe50678 unverified no licence file found · pointer only
The Devil behind the mask: An emergent safety vulnerability of Diffusion LLMs 15 Jul 2025 zichenwen1/dija/MMaDA/models/modeling_utils.py 33338f20f5619c59 unverified Apache-2.0 (permissive)
Show-o2: Improved Native Unified Multimodal Models 18 Jun 2025 showlab/Show-o/show-o2/models/modeling_utils.py 33338f20f5619c59 unverified Apache-2.0 (permissive)
UniCTokens: Boosting Personalized Understanding and Generation via Unified Concept Tokens 20 May 2025 arctanxarc/unictokens/models/modeling_utils.py 33338f20f5619c59 unverified Apache-2.0 (permissive)
ENAT: Rethinking Spatial-temporal Interactions in Token-based Image Synthesis 11 Nov 2024 leaplabthu/enat/taming/models/modeling_utils.py 4f52e71d06a15422 unverified no licence file found · pointer only
Volumetric Conditioning Module to Control Pretrained Diffusion Models for 3D Medical Images 29 Oct 2024 Ahn-Ssu/VCM/models/adapters.py 412193b83494703d unverified no licence file found · pointer only
OVT-B: A New Large-Scale Benchmark for Open-Vocabulary Multi-Object Tracking 23 Oct 2024 Coo1Sea/OVT-B-Dataset/diffusers_clean/modeling_utils.py 278603330ce5c616 unverified Apache-2.0 (permissive)
Unlocking the Capabilities of Masked Generative Models for Image Synthesis via Self-Guidance 17 Oct 2024 jiwanhur/unlockmgm/muse/modeling_utils.py 4f52e71d06a15422 unverified no licence file found · pointer only
MaskBit: Embedding-free Image Generation via Bit Tokens 24 Sep 2024 markweberdev/maskbit/modeling/modules/base_model.py b446f315513cb2bb ran Apache-2.0 (permissive)
Follow-Your-Canvas: Higher-Resolution Video Outpainting with Extensive Content Generation 2 Sep 2024 mayuelala/followyourcanvas/diffusers/modeling_utils.py dc2045840ce679cb ran no licence file found · pointer only
Revisiting Non-Autoregressive Transformers for Efficient Image Synthesis 8 Jun 2024 leaplabthu/improvednat/taming/models/modeling_utils.py 4f52e71d06a15422 unverified MIT (permissive)
ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization 6 Jun 2024 salesforce/DOODL/my_half_diffusers/modeling_utils.py dc2045840ce679cb ran Apache-2.0 (permissive)
Invisible Backdoor Attacks on Diffusion Models 2 Jun 2024 invisibletriggerdiffusion/invisible_triggers_for_diffusion/diffusers/modeling_utils.py dc2045840ce679cb ran no licence file found · pointer only
Follow-Your-Click: Open-domain Regional Image Animation via Short Prompts 13 Mar 2024 mayuelala/followyourclick/diffusers/modeling_utils.py dc2045840ce679cb ran no licence file found · pointer only
FiT: Flexible Vision Transformer for Diffusion Model 19 Feb 2024 whlzy/fit/fit/model/utils.py 1d8274f9142363e1 ran Apache-2.0 (permissive)
LLM Blueprint: Enabling Text-to-Image Generation with Complex and Detailed Prompts 16 Oct 2023 hananshafi/llmblueprint/models/modeling_utils.py f2cf0722edfc04f0 ran no licence file found · pointer only
Exact Diffusion Inversion via Bi-directional Integration Approximation 10 Jul 2023 guoqiang-zhang-x/BDIA/image-editing/my_diffusers/modeling_utils.py dc2045840ce679cb ran no licence file found · pointer only
Beyond Surface Statistics: Scene Representations in a Latent Diffusion Model 9 Jun 2023 yc015/scene-representation-diffusion-model/modified_diffusers/modeling_utils.py dc2045840ce679cb ran MIT (permissive)
Improving Diffusion Models for Scene Text Editing with Dual Encoders 12 Apr 2023 ucsb-nlp-chang/diffste/diffusers/modeling_utils.py dc2045840ce679cb ran 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".

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