Home › Code › find_pruneable_heads_and_indices

find_pruneable_heads_and_indices

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

find_pruneable_heads_and_indices appears in the code Syntology harvested for 19 papers, as 12 distinct code bodies found in 19 places (a place is one code body under one paper). At least one of them ran in 14 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 find_pruneable_heads_and_indices 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 12 distinct code bodies named find_pruneable_heads_and_indices; 5 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
5unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 7 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, 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
MORE: A Multilingual Document Parsing Benchmark and Evaluation added by Syntology 2026-07 (from id) datalab-to/surya/surya/common/compat.py cb0ea0c51176639b ran Apache-2.0 (permissive)
IBCircuit: Towards Holistic Circuit Discovery with Information Bottleneck added by Syntology 2026-02 (from id) ivanniu/IBCircuit/models/gpt2_IB.py 86ce14ff7ea60630 ran · our draft was wrong no licence file found · pointer only
Bottleneck-Minimal Indexing for Generative Document Retrieval 12 May 2024 kduxin/Bottleneck-Minimal-Indexing/NCIRetriever/nci_transformers/modeling_utils.py 6d254a1b39c650ff ran MIT (permissive)
Text-Guided Molecule Generation with Diffusion Language Model 20 Feb 2024 Deno-V/tgm-dlm/improved-diffusion/improved_diffusion/transformer_model.py ffe4fa9032a930ff ran · our draft was wrong no licence file found · pointer only
Rotated Multi-Scale Interaction Network for Referring Remote Sensing Image Segmentation 19 Dec 2023 lsan2401/rmsin/bert/modeling_utils.py b239247b87d4f3dc ran no licence file found · pointer only
Mask Grounding for Referring Image Segmentation 19 Dec 2023 yxchng/mask-grounding/bert/modeling_utils.py b239247b87d4f3dc ran AGPL-3.0 (copyleft) · pointer only
Contrastive Grouping with Transformer for Referring Image Segmentation 2 Sep 2023 toneyaya/cgformer/bert/modeling_utils.py b239247b87d4f3dc ran MIT (permissive)
Beyond One-to-One: Rethinking the Referring Image Segmentation 26 Aug 2023 toggle1995/RIS-DMMI/bert/modeling_utils.py b239247b87d4f3dc ran no licence file found · pointer only
Identification of Negative Transfers in Multitask Learning Using Surrogate Models 25 Mar 2023 neu-statsml-research/task-modeling/transformers/modeling_utils.py 6d254a1b39c650ff ran MIT (permissive)
Exploring Discrete Diffusion Models for Image Captioning 21 Nov 2022 buxiangzhiren/ddcap/fix_pre.py adea8f61592be69f unverified MIT (permissive)
SurvTRACE: Transformers for Survival Analysis with Competing Events 2 Oct 2021 RyanWangZf/SurvTRACE/survtrace/modeling_bert.py 26b7e24933ef7cd5 unverified MIT (permissive)
Smelting Gold and Silver for Improved Multilingual AMR-to-Text Generation 8 Sep 2021 UKPLab/m-AMR2Text/transformers/modeling_utils.py 6d254a1b39c650ff ran Apache-2.0 (permissive)
T3-Vis: a visual analytic framework for Training and fine-Tuning Transformers in NLP 31 Aug 2021 raymondzmc/T3-Vis/application/utils/head_importance.py fb962beb65f3f102 ran · our draft was wrong GPL-3.0 (copyleft) · pointer only
SimVLM: Simple Visual Language Model Pretraining with Weak Supervision 24 Aug 2021 FerryHuang/SimVLM/simvlm/modeling_simvlm.py a98857f046bfe3d9 ran · our draft was wrong no licence file found · pointer only
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers 31 May 2021 VikParuchuri/surya/surya/common/compat.py cb0ea0c51176639b ran Apache-2.0 (permissive)
Effect of Visual Extensions on Natural Language Understanding in Vision-and-Language Models 16 Apr 2021 alab-nii/eval_vl_glue/eval_vl_glue/transformers_volta/modeling_utils.py 6d254a1b39c650ff ran Apache-2.0 (permissive)
Don't Stop Pretraining: Adapt Language Models to Domains and Tasks 23 Apr 2020 shizhediao/t-dna/TDNA/modeling.py 1b4bc5e6ef0e9288 unverified Apache-2.0 (permissive)
arXiv:2023.findings-acl.765 qtli/EIB/code/EIB_model/modeling_gpt2.py 510183a9fa81eacb unverified Apache-2.0 (permissive)
arXiv:2021.emnlp-main.154 Hazelsuko07/TextHide/transformers_hide/modeling_utils.py 02fd40244433a6e6 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