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split_to_even_chunks

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

split_to_even_chunks appears in the code Syntology harvested for 41 papers, as 2 distinct code bodies found in 41 places (a place is one code body under one paper). At least one of them ran in 40 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 split_to_even_chunks 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 1 of the 2 distinct code bodies named split_to_even_chunks; 1 is 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
1ran · fixture could not drive it
0ran
1unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 26 of the 41 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

41 papers shown of 41, newest first; 41 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; 1 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
Evaluating the Diagnostic Classification Ability of Multimodal Large Language Models: Insights from the Osteoarthritis Initiative added by Syntology 2026-01 (from id) wanglihx/LLaVA-OA/llava_trainer_weighted.py 10893c4608c08075 ran · fixture could not drive it no licence file found · pointer only
COIDO: Efficient Data Selection for Visual Instruction Tuning via Coupled Importance-Diversity Optimization added by Syntology 2025-10 (from id) SuDIS-ZJU/CoIDO/coido_scorer/coido_trainer.py cb6ff0f0d579059e unverified AGPL-3.0 (copyleft) · pointer only
arXiv:2507.15504 2025-07 (from id) PKU-YuanGroup/Video-LLaVA/videollava/train/llava_trainer.py 10893c4608c08075 ran · fixture could not drive it Apache-2.0 (permissive)
SECOND: Mitigating Perceptual Hallucination in Vision-Language Models via Selective and Contrastive Decoding 10 Jun 2025 identical code first harvested elsewhere 10893c4608c08075 ran · fixture could not drive it licence of this copy not recorded
Daily-Omni: Towards Audio-Visual Reasoning with Temporal Alignment across Modalities 23 May 2025 identical code first harvested elsewhere 10893c4608c08075 ran · fixture could not drive it licence of this copy not recorded
BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset 14 May 2025 identical code first harvested elsewhere 10893c4608c08075 ran · fixture could not drive it licence of this copy not recorded
T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT 1 May 2025 identical code first harvested elsewhere 10893c4608c08075 ran · fixture could not drive it licence of this copy not recorded
MP-GUI: Modality Perception with MLLMs for GUI Understanding 18 Mar 2025 BigTaige/MP-GUI/model/internvl/patch/train_sampler_patch.py 10893c4608c08075 ran · fixture could not drive it MIT (permissive)
Safety Mirage: How Spurious Correlations Undermine VLM Safety Fine-tuning 14 Mar 2025 OPTML-Group/VLM-Safety-Unlearn/llava/train/llava_unlearn_full_trainer.py 10893c4608c08075 ran · fixture could not drive it MIT (permissive)
Magma: A Foundation Model for Multimodal AI Agents 18 Feb 2025 microsoft/Magma/trainer/trainer.py 10893c4608c08075 ran · fixture could not drive it MIT (permissive)
GeoX: Geometric Problem Solving Through Unified Formalized Vision-Language Pre-training 16 Dec 2024 alpha-innovator/geox/models/geox.py 10893c4608c08075 ran · fixture could not drive it no licence file found · pointer only
MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization 9 Dec 2024 aiming-lab/mmedpo/train/dpo/llava_trainer_weighted.py 10893c4608c08075 ran · fixture could not drive it Apache-2.0 (permissive)
Align-KD: Distilling Cross-Modal Alignment Knowledge for Mobile Vision-Language Model 2 Dec 2024 fqhank/align-kd/mobilevlm/train/trainer.py 10893c4608c08075 ran · fixture could not drive it no licence file found · pointer only
Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models 21 Nov 2024 identical code first harvested elsewhere 10893c4608c08075 ran · fixture could not drive it licence of this copy not recorded
PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance 4 Nov 2024 identical code first harvested elsewhere 10893c4608c08075 ran · fixture could not drive it licence of this copy not recorded
Senna: Bridging Large Vision-Language Models and End-to-End Autonomous Driving 29 Oct 2024 hustvl/senna/llava/senna/senna_llava_trainer.py 10893c4608c08075 ran · fixture could not drive it Apache-2.0 (permissive)
LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding 22 Oct 2024 Vision-CAIR/LongVU/longvu/mm_trainer.py 10893c4608c08075 ran · fixture could not drive it Apache-2.0 (permissive)
MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models 16 Oct 2024 richard-peng-xia/MMed-RAG/train/dpo/llava_trainer_2stages.py 10893c4608c08075 ran · fixture could not drive it MIT (permissive)
Reconstructive Visual Instruction Tuning 12 Oct 2024 haochen-wang409/ross/ross/ross_trainer.py 10893c4608c08075 ran · fixture could not drive it Apache-2.0 (permissive)
TRACE: Temporal Grounding Video LLM via Causal Event Modeling 8 Oct 2024 gyxxyg/TRACE/trace/trace_trainer.py 10893c4608c08075 ran · fixture could not drive it Apache-2.0 (permissive)
FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models 3 Oct 2024 identical code first harvested elsewhere 10893c4608c08075 ran · fixture could not drive it licence of this copy not recorded
Recoverable Compression: A Multimodal Vision Token Recovery Mechanism Guided by Text Information 2 Sep 2024 identical code first harvested elsewhere 10893c4608c08075 ran · fixture could not drive it licence of this copy not recorded
STLLaVA-Med: Self-Training Large Language and Vision Assistant for Medical Question-Answering 28 Jun 2024 heliossun/stllava-med/llava_dpo_trainer.py 10893c4608c08075 ran · fixture could not drive it MIT (permissive)
VoCo-LLaMA: Towards Vision Compression with Large Language Models 18 Jun 2024 identical code first harvested elsewhere 10893c4608c08075 ran · fixture could not drive it licence of this copy not recorded
MMDU: A Multi-Turn Multi-Image Dialog Understanding Benchmark and Instruction-Tuning Dataset for LVLMs 17 Jun 2024 identical code first harvested elsewhere 10893c4608c08075 ran · fixture could not drive it licence of this copy not recorded
Unveiling Encoder-Free Vision-Language Models 17 Jun 2024 identical code first harvested elsewhere 10893c4608c08075 ran · fixture could not drive it licence of this copy not recorded
Parrot: Multilingual Visual Instruction Tuning 4 Jun 2024 AIDC-AI/Parrot/parrot/train/parrot_trainer.py 10893c4608c08075 ran · fixture could not drive it Apache-2.0 (permissive)
Data-augmented phrase-level alignment for mitigating object hallucination 28 May 2024 pritamqu/HALVA/llava/train/halva_trainer.py 10893c4608c08075 ran · fixture could not drive it no licence file found · pointer only
MoVA: Adapting Mixture of Vision Experts to Multimodal Context 19 Apr 2024 identical code first harvested elsewhere 10893c4608c08075 ran · fixture could not drive it licence of this copy not recorded
ST-LLM: Large Language Models Are Effective Temporal Learners 30 Mar 2024 identical code first harvested elsewhere 10893c4608c08075 ran · fixture could not drive it licence of this copy not recorded
SQ-LLaVA: Self-Questioning for Large Vision-Language Assistant 17 Mar 2024 heliossun/sq-llava/llava_trainer.py 10893c4608c08075 ran · fixture could not drive it MIT (permissive)
Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking Multimodal Large Language Models 14 Mar 2024 identical code first harvested elsewhere 10893c4608c08075 ran · fixture could not drive it licence of this copy not recorded
Your Vision-Language Model Itself Is a Strong Filter: Towards High-Quality Instruction Tuning with Data Selection 19 Feb 2024 rayruibochen/self-filter/self_filter/self_filter_trainer.py 10893c4608c08075 ran · fixture could not drive it AGPL-3.0 (copyleft) · pointer only
LLaGA: Large Language and Graph Assistant 13 Feb 2024 chenrunjin/llaga/train/llaga_trainer.py 10893c4608c08075 ran · fixture could not drive it Apache-2.0 (permissive)
G-LLaVA: Solving Geometric Problem with Multi-Modal Large Language Model 18 Dec 2023 pipilurj/g-llava/gllava/train/llava_trainer.py 10893c4608c08075 ran · fixture could not drive it no licence file found · pointer only
Osprey: Pixel Understanding with Visual Instruction Tuning 15 Dec 2023 identical code first harvested elsewhere 10893c4608c08075 ran · fixture could not drive it licence of this copy not recorded
GeoChat: Grounded Large Vision-Language Model for Remote Sensing 24 Nov 2023 identical code first harvested elsewhere 10893c4608c08075 ran · fixture could not drive it licence of this copy not recorded
mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration 7 Nov 2023 identical code first harvested elsewhere 10893c4608c08075 ran · fixture could not drive it licence of this copy not recorded
Improved Baselines with Visual Instruction Tuning 5 Oct 2023 identical code first harvested elsewhere 10893c4608c08075 ran · fixture could not drive it licence of this copy not recorded
Visual Instruction Tuning 17 Apr 2023 haotian-liu/LLaVA/llava/train/llava_trainer.py 10893c4608c08075 ran · fixture could not drive it Apache-2.0 (permissive)
Unicom: Universal and Compact Representation Learning for Image Retrieval 12 Apr 2023 identical code first harvested elsewhere 10893c4608c08075 ran · fixture could not drive it licence of this copy not recorded

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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