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all_gather_with_grad

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

all_gather_with_grad appears in the code Syntology harvested for 93 papers, as 4 distinct code bodies found in 93 places (a place is one code body under one paper). At least one of them ran in 2 of the papers; 2 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 all_gather_with_grad 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 2 of the 4 distinct code bodies named all_gather_with_grad; 2 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

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

Licence is a property of each copy, so it is counted per place: 37 of the 93 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

93 papers shown of 93, newest first; 93 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 5 papers added by Syntology; 7 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
Generative Retrieval for Unsupervised Text-Based Person Search added by Syntology 2026-09 (from id) Flame-Chasers/GTR/models/blip_ps.py 0ec9fc2025c16f65 unverified no licence file found · pointer only
RetroMPA: A Molecular Property-Aware Auxiliary Framework for Enhancing Retrosynthesis Prediction added by Syntology 2026-08 (from id) MengzhouLu/RetroMPA/lavis/models/base_model.py 0ec9fc2025c16f65 unverified no licence file found · pointer only
Do We Really Need Multimodal Emotion Language Models Larger Than 1B Parameters? added by Syntology 2026-07 (from id) GAIR-Lab/Light-MER/my_affectgpt/models/base_model.py 0ec9fc2025c16f65 unverified Apache-2.0 (permissive)
Multimodal Knowledge Edit-Scoped Generalization for Online Recursive MLLM Editing added by Syntology 2026-07 (from id) lab-klc/ScopeEdit/easyeditor/trainer/blip2_models/base_model.py 0ec9fc2025c16f65 unverified MIT (permissive)
Concept-Guided Noisy Negative Suppression for Zero-Shot Classification and Grounding of Chest X-Ray Findings added by Syntology 2026-05 (from id) DopamineLcy/conns/conns/loss.py 8a0642d4189e86e7 ran · honoured contract fingerprinted no licence file found · pointer only
arXiv:2507.12416 2025-07 (from id) jackwaky/QuRe/lavis/models/base_model.py 0ec9fc2025c16f65 unverified no licence file found · pointer only
TimeChat-Online: 80% Visual Tokens are Naturally Redundant in Streaming Videos 24 Apr 2025 renshuhuai-andy/timechat/timechat/models/base_model.py 0ec9fc2025c16f65 unverified BSD-3-Clause (permissive)
Seedream 2.0: A Native Chinese-English Bilingual Image Generation Foundation Model 10 Mar 2025 DYEvaLab/EvalMuse/lavis/models/base_model.py 0ec9fc2025c16f65 unverified Apache-2.0 (permissive)
Mitigating Hallucinations in Large Vision-Language Models by Adaptively Constraining Information Flow 28 Feb 2025 jiaqi5598/adavib/minigpt4/models/base_model.py 0ec9fc2025c16f65 unverified MIT (permissive)
When and How Does CLIP Enable Domain and Compositional Generalization? 13 Feb 2025 salesforce/LAVIS/lavis/models/base_model.py 0ec9fc2025c16f65 unverified BSD-3-Clause (permissive)
Implicit Location-Caption Alignment via Complementary Masking for Weakly-Supervised Dense Video Captioning 17 Dec 2024 ShipingGe/ILCACM/src/util/dist.py 0ec9fc2025c16f65 unverified MIT (permissive)
Gramian Multimodal Representation Learning and Alignment 16 Dec 2024 ispamm/GRAM/utils/distributed.py 0ec9fc2025c16f65 unverified MIT (permissive)
PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance 4 Nov 2024 farewellthree/ppllava/ppllava/models/base_model.py 0ec9fc2025c16f65 unverified Apache-2.0 (permissive)
Enhancing Temporal Modeling of Video LLMs via Time Gating 8 Oct 2024 lavi-lab/tg-vid/stllm/models/base_model.py 0ec9fc2025c16f65 unverified no licence file found · pointer only
Image Over Text: Transforming Formula Recognition Evaluation with Character Detection Matching 5 Sep 2024 opendatalab/unimernet/unimernet/models/base_model.py 0ec9fc2025c16f65 unverified Apache-2.0 (permissive)
HERMES: temporal-coHERent long-forM understanding with Episodes and Semantics 30 Aug 2024 joslefaure/HERMES/lavis/models/base_model.py 0ec9fc2025c16f65 unverified MIT (permissive)
ConVis: Contrastive Decoding with Hallucination Visualization for Mitigating Hallucinations in Multimodal Large Language Models 25 Aug 2024 yejipark-m/convis/minigpt4/models/base_model.py 0ec9fc2025c16f65 unverified MIT (permissive)
ParGo: Bridging Vision-Language with Partial and Global Views 23 Aug 2024 bytedance/pargo/pargo/utils/disttools.py 0ec9fc2025c16f65 unverified BSD-3-Clause (permissive)
AGLA: Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention 18 Jun 2024 lackel/agla/lavis/models/base_model.py 0ec9fc2025c16f65 unverified no licence file found · pointer only
VRSBench: A Versatile Vision-Language Benchmark Dataset for Remote Sensing Image Understanding 18 Jun 2024 lavender105/rsgpt/rsgpt/models/base_model.py 0ec9fc2025c16f65 unverified no licence file found · pointer only
Jailbreak Vision Language Models via Bi-Modal Adversarial Prompt 6 Jun 2024 NY1024/BAP-Jailbreak-Vision-Language-Models-via-Bi-Modal-Adversarial-Prompt/LAVIS/lavis/models/base_model.py 0ec9fc2025c16f65 unverified no licence file found · pointer only
Text-like Encoding of Collaborative Information in Large Language Models for Recommendation 5 Jun 2024 zyang1580/binllm/minigpt4/models/base_model.py 0ec9fc2025c16f65 unverified no licence file found · pointer only
Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis 31 May 2024 PhysGame/PhysGame/physvlm/models/base_model.py 0ec9fc2025c16f65 unverified Apache-2.0 (permissive)
White-box Multimodal Jailbreaks Against Large Vision-Language Models 28 May 2024 roywang021/UMK/minigpt4/models/base_model.py 0ec9fc2025c16f65 unverified no licence file found · pointer only
Reason3D: Searching and Reasoning 3D Segmentation via Large Language Model 27 May 2024 kuanchihhuang/reason3d/lavis/models/base_model.py 0ec9fc2025c16f65 unverified no licence file found · pointer only
Hawk: Learning to Understand Open-World Video Anomalies 27 May 2024 jqtangust/hawk/hawk/models/base_model.py 0ec9fc2025c16f65 unverified no licence file found · pointer only
Adapting Multi-modal Large Language Model to Concept Drift From Pre-training Onwards 22 May 2024 XiaoyuYoung/ConceptDriftMLLMs/lavis/models/base_model.py 0ec9fc2025c16f65 unverified BSD-3-Clause (permissive)
MovieChat+: Question-aware Sparse Memory for Long Video Question Answering 26 Apr 2024 rese1f/MovieChat/MovieChat/models/base_model.py 0ec9fc2025c16f65 unverified BSD-3-Clause (permissive)
SEED-Bench-2-Plus: Benchmarking Multimodal Large Language Models with Text-Rich Visual Comprehension 25 Apr 2024 ailab-cvc/seed-bench/lavis/models/base_model.py 0ec9fc2025c16f65 unverified no licence file found · pointer only
Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question Answering 22 Apr 2024 haodongze/self-ksel-qans/lavis/models/base_model.py 0ec9fc2025c16f65 unverified MIT (permissive)
MA-LMM: Memory-Augmented Large Multimodal Model for Long-Term Video Understanding 8 Apr 2024 boheumd/MA-LMM/lavis/models/base_model.py 0ec9fc2025c16f65 unverified MIT (permissive)
From Pixels to Graphs: Open-Vocabulary Scene Graph Generation with Vision-Language Models 1 Apr 2024 shtuplus/pix2grp_cvpr2024/lavis/models/base_model.py 0ec9fc2025c16f65 unverified BSD-3-Clause (permissive)
ST-LLM: Large Language Models Are Effective Temporal Learners 30 Mar 2024 TencentARC/ST-LLM/stllm/models/base_model.py 0ec9fc2025c16f65 unverified Apache-2.0 (permissive)
Generative Multi-modal Models are Good Class-Incremental Learners 27 Mar 2024 DoubleClass/GMM/minigpt4/models/base_model.py 0ec9fc2025c16f65 unverified no licence file found · pointer only
OmniVid: A Generative Framework for Universal Video Understanding 26 Mar 2024 wangjk666/OmniVid/lavis/models/base_model.py 0ec9fc2025c16f65 unverified no licence file found · pointer only
CAT: Enhancing Multimodal Large Language Model to Answer Questions in Dynamic Audio-Visual Scenarios 7 Mar 2024 rikeilong/bay-cat/ADPO_CAT/model/base_model.py 0ec9fc2025c16f65 unverified Apache-2.0 (permissive)
Embodied Understanding of Driving Scenarios 7 Mar 2024 opendrivelab/elm/lavis/models/base_model.py 0ec9fc2025c16f65 unverified no licence file found · pointer only
MADTP: Multimodal Alignment-Guided Dynamic Token Pruning for Accelerating Vision-Language Transformer 5 Mar 2024 double125/madtp/models/blip_retrieval.py 0ec9fc2025c16f65 unverified Apache-2.0 (permissive)
Grounding Language Models for Visual Entity Recognition 28 Feb 2024 mrzilinxiao/autover/common_utils/dist_utils.py 0ec9fc2025c16f65 unverified Apache-2.0 (permissive)
Stop Reasoning! When Multimodal LLM with Chain-of-Thought Reasoning Meets Adversarial Image 22 Feb 2024 aipenguin/stopreasoning/minigpt4/models/base_model.py 0ec9fc2025c16f65 unverified no licence file found · pointer only
VisLingInstruct: Elevating Zero-Shot Learning in Multi-Modal Language Models with Autonomous Instruction Optimization 12 Feb 2024 zhudongsheng75/vislinginstruct/vislinginstruct/models/base_model.py 0ec9fc2025c16f65 unverified no licence file found · pointer only
GraphTranslator: Aligning Graph Model to Large Language Model for Open-ended Tasks 11 Feb 2024 alibaba/graphtranslator/Translator/models/base_model.py 5d118a6ac70d4e06 ran fingerprinted BSD-3-Clause (permissive)
CREMA: Generalizable and Efficient Video-Language Reasoning via Multimodal Modular Fusion 8 Feb 2024 Yui010206/CREMA/lavis/models/base_model.py 0ec9fc2025c16f65 unverified BSD-3-Clause (permissive)
Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images 20 Jan 2024 KuofengGao/Verbose_Images/lavis/models/base_model.py 0ec9fc2025c16f65 unverified no licence file found · pointer only
GroundingGPT:Language Enhanced Multi-modal Grounding Model 11 Jan 2024 lzw-lzw/groundinggpt/video_llama/models/base_model.py 0ec9fc2025c16f65 unverified Apache-2.0 (permissive)
Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue 9 Jan 2024 jasonforjoy/model-editing-hurt/easyeditor/trainer/blip2_models/base_model.py 0ec9fc2025c16f65 unverified no licence file found · pointer only
Moonshot: Towards Controllable Video Generation and Editing with Multimodal Conditions 3 Jan 2024 salesforce/lavis/lavis/models/base_model.py 0ec9fc2025c16f65 unverified BSD-3-Clause (permissive)
When Parameter-efficient Tuning Meets General-purpose Vision-language Models 16 Dec 2023 melonking32/petal/lavis/models/base_model.py 0ec9fc2025c16f65 unverified no licence file found · pointer only
Image Content Generation with Causal Reasoning 12 Dec 2023 ieit-agi/mix-shannon/lavis/models/base_model.py 0ec9fc2025c16f65 unverified Apache-2.0 (permissive)
Localized Symbolic Knowledge Distillation for Visual Commonsense Models 8 Dec 2023 jamespark3922/lskd/lavis/models/base_model.py 0ec9fc2025c16f65 unverified BSD-3-Clause (permissive)
GPT4Point: A Unified Framework for Point-Language Understanding and Generation 5 Dec 2023 Pointcept/GPT4Point/lavis/models/base_model.py 0ec9fc2025c16f65 unverified MIT (permissive)
TimeChat: A Time-sensitive Multimodal Large Language Model for Long Video Understanding 4 Dec 2023 lntzm/cvpr24track-longvideo/timechat/models/base_model.py 0ec9fc2025c16f65 unverified BSD-3-Clause (permissive)
Synthesize, Diagnose, and Optimize: Towards Fine-Grained Vision-Language Understanding 30 Nov 2023 wjpoom/spec/spec/models/blip_utils/blip_retrieval.py 0ec9fc2025c16f65 unverified no licence file found · pointer only
X-InstructBLIP: A Framework for aligning X-Modal instruction-aware representations to LLMs and Emergent Cross-modal Reasoning 30 Nov 2023 artemisp/lavis-xinstructblip/lavis/models/base_model.py 0ec9fc2025c16f65 unverified BSD-3-Clause (permissive)
Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding 28 Nov 2023 damo-nlp-sg/vcd/experiments/lavis/models/base_model.py 0ec9fc2025c16f65 unverified Apache-2.0 (permissive)
Embodied Multi-Modal Agent trained by an LLM from a Parallel TextWorld 28 Nov 2023 stevenyangyj/emma-alfworld/LAVIS/lavis/models/base_model.py 0ec9fc2025c16f65 unverified no licence file found · pointer only
MultiDelete for Multimodal Machine Unlearning 18 Nov 2023 chengjiali/Multimodal-Machine-Unlearning/lavis/models/base_model.py 0ec9fc2025c16f65 unverified no licence file found · pointer only
MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning 15 Nov 2023 FuxiaoLiu/LRV-Instruction/MiniGPT-4/minigpt4/models/base_model.py 0ec9fc2025c16f65 unverified BSD-3-Clause (permissive)
CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation 30 Oct 2023 zyang1580/collm/minigpt4/models/base_model.py 0ec9fc2025c16f65 unverified BSD-3-Clause (permissive)
Myriad: Large Multimodal Model by Applying Vision Experts for Industrial Anomaly Detection 29 Oct 2023 tzjtatata/myriad/minigpt4/models/base_model.py 0ec9fc2025c16f65 unverified no licence file found · pointer only
TESTA: Temporal-Spatial Token Aggregation for Long-form Video-Language Understanding 29 Oct 2023 renshuhuai-andy/testa/models/testa_retrieval.py 0ec9fc2025c16f65 unverified MIT (permissive)
MarineGPT: Unlocking Secrets of Ocean to the Public 20 Oct 2023 hkust-vgd/marinegpt/marinegpt/models/base_model.py 0ec9fc2025c16f65 unverified no licence file found · pointer only
Fine-grained Audio-Visual Joint Representations for Multimodal Large Language Models 9 Oct 2023 the-anonymous-bs/favor/video_llama/models/base_model.py 0ec9fc2025c16f65 unverified no licence file found · pointer only
Rephrase, Augment, Reason: Visual Grounding of Questions for Vision-Language Models 9 Oct 2023 archiki/repare/Lavis/lavis/models/base_model.py 0ec9fc2025c16f65 unverified MIT (permissive)
VLATTACK: Multimodal Adversarial Attacks on Vision-Language Tasks via Pre-trained Models 7 Oct 2023 ericyinyzy/vlattack/BLIP_attack/models/blip_retrieval.py 0ec9fc2025c16f65 unverified BSD-3-Clause (permissive)
Expedited Training of Visual Conditioned Language Generation via Redundancy Reduction 5 Oct 2023 yiren-jian/evlgen/lavis/models/base_model.py 0ec9fc2025c16f65 unverified BSD-3-Clause (permissive)
MiniGPT-5: Interleaved Vision-and-Language Generation via Generative Vokens 3 Oct 2023 eric-ai-lab/minigpt-5/minigpt4/models/base_model.py 0ec9fc2025c16f65 unverified Apache-2.0 (permissive)
Analyzing and Mitigating Object Hallucination in Large Vision-Language Models 1 Oct 2023 YiyangZhou/LURE/minigpt4/models/base_model.py 0ec9fc2025c16f65 unverified no licence file found · pointer only
Box-based Refinement for Weakly Supervised and Unsupervised Localization Tasks 7 Sep 2023 eyalgomel/box-based-refinement/BLIP/models/blip_retrieval.py 0ec9fc2025c16f65 unverified no licence file found · pointer only
Sparkles: Unlocking Chats Across Multiple Images for Multimodal Instruction-Following Models 31 Aug 2023 HYPJUDY/Sparkles/sparkles/models/base_model.py 0ec9fc2025c16f65 unverified BSD-3-Clause (permissive)
VIGC: Visual Instruction Generation and Correction 24 Aug 2023 opendatalab/vigc/vigc/models/base_model.py 0ec9fc2025c16f65 unverified Apache-2.0 (permissive)
Simple Baselines for Interactive Video Retrieval with Questions and Answers 21 Aug 2023 kevinliang888/IVR-QA-baselines/models/blip_retrieval.py 0ec9fc2025c16f65 unverified no licence file found · pointer only
BLIVA: A Simple Multimodal LLM for Better Handling of Text-Rich Visual Questions 19 Aug 2023 mlpc-ucsd/bliva/bliva/models/base_model.py 0ec9fc2025c16f65 unverified BSD-3-Clause (permissive)
CTP: Towards Vision-Language Continual Pretraining via Compatible Momentum Contrast and Topology Preservation 14 Aug 2023 kevinlight831/ctp/models/clip_pretrain.py 0ec9fc2025c16f65 unverified MIT (permissive)
Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions 8 Aug 2023 DCDmllm/Cheetah/Cheetah/cheetah/models/base_model.py 0ec9fc2025c16f65 unverified BSD-3-Clause (permissive)
3D-LLM: Injecting the 3D World into Large Language Models 24 Jul 2023 umass-foundation-model/3d-llm/3DLLM_BLIP2-base/lavis/models/base_model.py 0ec9fc2025c16f65 unverified MIT recorded; this copy not marked cleared · pointer only
FigCaps-HF: A Figure-to-Caption Generative Framework and Benchmark with Human Feedback 20 Jul 2023 figcapshf/figcapshf/models/blip_retrieval.py 0ec9fc2025c16f65 unverified no licence file found · pointer only
BuboGPT: Enabling Visual Grounding in Multi-Modal LLMs 17 Jul 2023 magic-research/bubogpt/bubogpt/models/base_model.py 0ec9fc2025c16f65 unverified BSD-3-Clause (permissive)
Bootstrapping Vision-Language Learning with Decoupled Language Pre-training 13 Jul 2023 yiren-jian/BLIText/lavis/models/base_model.py 0ec9fc2025c16f65 unverified BSD-3-Clause (permissive)
Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding 5 Jun 2023 damo-nlp-sg/video-llama/video_llama/models/base_model.py 0ec9fc2025c16f65 unverified BSD-3-Clause recorded; this copy not marked cleared · pointer only
VAST: A Vision-Audio-Subtitle-Text Omni-Modality Foundation Model and Dataset 29 May 2023 txh-mercury/vast/model/vast.py 0ec9fc2025c16f65 unverified MIT (permissive)
ChatBridge: Bridging Modalities with Large Language Model as a Language Catalyst 25 May 2023 joez17/chatbridge/chatbridge/models/base_model.py 0ec9fc2025c16f65 unverified BSD-3-Clause (permissive)
DetGPT: Detect What You Need via Reasoning 23 May 2023 optimalscale/detgpt/detgpt/models/base_model.py 0ec9fc2025c16f65 unverified BSD-3-Clause (permissive)
X-LLM: Bootstrapping Advanced Large Language Models by Treating Multi-Modalities as Foreign Languages 7 May 2023 phellonchen/x-llm/xllm/models/base_model.py 0ec9fc2025c16f65 unverified Apache-2.0 (permissive)
UniAdapter: Unified Parameter-Efficient Transfer Learning for Cross-modal Modeling 13 Feb 2023 rerv/uniadapter/models/blip_retrieval.py 0ec9fc2025c16f65 unverified BSD-3-Clause recorded; this copy not marked cleared · pointer only
Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training 17 Oct 2022 Tzoulio/Large_Models_Dialogue_for_Active_Perception/llm-vqa_dialogue/lavis/models/base_model.py 0ec9fc2025c16f65 unverified MIT recorded; this copy not marked cleared · pointer only
Masked Unsupervised Self-training for Label-free Image Classification 7 Jun 2022 salesforce/must/utils.py 0ec9fc2025c16f65 unverified BSD-3-Clause (permissive)
arXiv:openreview_yMYRr00HFS XLearning-SCU/2025-ICLR-TCR/ddp.py aaf3b629a2583e5a unverified Apache-2.0 (permissive)
arXiv:aaai_35495 salesforce/BLIP/models/blip_retrieval.py 0ec9fc2025c16f65 unverified BSD-3-Clause (permissive)
arXiv:aaai_27999 mlpc-ucsd/BLIVA/bliva/models/base_model.py 0ec9fc2025c16f65 unverified BSD-3-Clause (permissive)
arXiv:Huang_OPERA_Alleviating_Hallucination_in_Multi-Modal_Large_Language_Models_via_Over-Trust_CVPR_2024_paper shikiw/OPERA/minigpt4/models/base_model.py 0ec9fc2025c16f65 unverified MIT (permissive)
arXiv:2024.emnlp-main.722 xyh97/UNICORN/lavis/models/base_model.py 0ec9fc2025c16f65 unverified BSD-3-Clause recorded; this copy not marked cleared · pointer only
arXiv:2024.acl-long.19 yiren-jian/EVLGen/lavis/models/base_model.py 0ec9fc2025c16f65 unverified BSD-3-Clause recorded; this copy not marked cleared · pointer only

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