Home › Code › round_ste

round_ste

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

round_ste appears in the code Syntology harvested for 18 papers, as 6 distinct code bodies found in 18 places (a place is one code body under one paper). At least one of them ran in 15 of the papers; 3 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 round_ste 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 3 of the 6 distinct code bodies named round_ste; 3 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

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

Licence is a property of each copy, so it is counted per place: 8 of the 18 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

18 papers shown of 18, newest first; 18 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; 2 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
D 2 Quant: Accurate Low-bit Post-Training Weight Quantization for LLMs added by Syntology 2026-02 (from id) XIANGLONGYAN/D2Quant/d2quant/quantization/quantizer.py 675da8641c602b03 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
iFSQ: Improving FSQ for Image Generation with 1 Line of Code added by Syntology 2026-01 (from id) Tencent-Hunyuan/iFSQ/ifsq/src/model/modules/fsq.py 47dd83e6ed9c70bc ran · our draft was wrong fingerprinted licence not identified · pointer only
OstQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitting 23 Jan 2025 brotherhappy/ostquant/quant/quantizer.py 7f3de8a175cf4839 unverified Apache-2.0 (permissive)
MPQ-DM: Mixed Precision Quantization for Extremely Low Bit Diffusion Models 16 Dec 2024 cantbebetter2/mpq-dm/quant_scripts/quant_layer.py 675da8641c602b03 ran · our draft was wrong fingerprinted MIT (permissive)
Scaling Transformers for Low-Bitrate High-Quality Speech Coding 29 Nov 2024 Stability-AI/stable-codec/stable_codec/fsq.py d939321c387018aa unverified MIT (permissive)
IntLoRA: Integral Low-rank Adaptation of Quantized Diffusion Models 29 Oct 2024 csguoh/intlora/utils/intlora_shift.py d5bbfd113cf7fe02 ran · our draft was wrong fingerprinted no licence file found · pointer only
PTQ4DiT: Post-training Quantization for Diffusion Transformers 25 May 2024 identical code first harvested elsewhere 675da8641c602b03 ran · our draft was wrong fingerprinted licence of this copy not recorded
PTQ4SAM: Post-Training Quantization for Segment Anything 6 May 2024 chengtao-lv/PTQ4SAM/ptq4sam/quantization/util_quant.py 675da8641c602b03 ran · our draft was wrong fingerprinted no licence file found · pointer only
QNCD: Quantization Noise Correction for Diffusion Models 28 Mar 2024 huanpengchu/qncd/quant/quant_layer.py 675da8641c602b03 ran · our draft was wrong fingerprinted MIT (permissive)
QuEST: Low-bit Diffusion Model Quantization via Efficient Selective Finetuning 6 Feb 2024 hatchetProject/QuEST/qdiff/quant_layer.py 675da8641c602b03 ran · our draft was wrong fingerprinted no licence file found · pointer only
Post-training Quantization for Text-to-Image Diffusion Models with Progressive Calibration and Activation Relaxing 10 Nov 2023 tsa18/PCR/quantization_tools/quantization/loss.py 675da8641c602b03 ran · our draft was wrong fingerprinted no licence file found · pointer only
EfficientDM: Efficient Quantization-Aware Fine-Tuning of Low-Bit Diffusion Models 5 Oct 2023 ThisisBillhe/EfficientDM/quant_scripts/quant_layer.py 675da8641c602b03 ran · our draft was wrong fingerprinted MIT (permissive)
Finite Scalar Quantization: VQ-VAE Made Simple 27 Sep 2023 Nikolai10/FSQ/finite_scalar_quantization.py 686267c77ebae16c unverified Apache-2.0 (permissive)
EQ-Net: Elastic Quantization Neural Networks 15 Aug 2023 xuke225/EQ-Net/module/base_lsq.py 675da8641c602b03 ran · our draft was wrong fingerprinted no licence file found · pointer only
Token-Scaled Logit Distillation for Ternary Weight Generative Language Models 13 Aug 2023 aiha-lab/TSLD/utils/utils_quant.py 675da8641c602b03 ran · our draft was wrong fingerprinted no licence file found · pointer only
QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quantization 11 Mar 2022 modeltc/mqbench/mqbench/fake_quantize/qdrop_quantizer.py 675da8641c602b03 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
arXiv:Zhang_AHCPTQ_Accurate_and_Hardware-Compatible_Post-Training_Quantization_for_Segment_Anything_Model_ICCV_2025_paper Keio-CSG/AHCPTQ/ahcptq/quantization/util_quant.py 675da8641c602b03 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
arXiv:Liu_PD-Quant_Post-Training_Quantization_Based_on_Prediction_Difference_Metric_CVPR_2023_paper hustvl/PD-Quant/quant/quant_layer.py 675da8641c602b03 ran · our draft was wrong fingerprinted 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