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top_k_top_p_filtering

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

top_k_top_p_filtering appears in the code Syntology harvested for 96 papers, as 47 distinct code bodies found in 96 places (a place is one code body under one paper). At least one of them ran in 36 of the papers; 4 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 top_k_top_p_filtering 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 19 of the 47 distinct code bodies named top_k_top_p_filtering; 28 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
2ran · our draft was wrong
7ran · fixture could not drive it
10ran
28unverified
4fingerprinted

Licence is a property of each copy, so it is counted per place: 28 of the 96 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

96 papers shown of 96, newest first; 96 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 7 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
UHR-BAT: Budget-Aware Token Compression Vision-Language model for Ultra-High-Resolution Remote Sensing added by Syntology 2026-04 (from id) Yunkaidang/UHR/with-SAM/longva/trl/core.py 2c3da386578af970 unverified Apache-2.0 (permissive)
VidLaDA: Bidirectional Diffusion Large Language Models for Efficient Video Understanding added by Syntology 2026-01 (from id) ziHoHe/VidLaDA/train/trl/core.py 2c3da386578af970 unverified Apache-2.0 (permissive)
Predict the Retrieval! Test time adaptation for Retrieval Augmented Generation added by Syntology 2026-01 (from id) sunxin000/TTARAG/models/rag_llama_baseline.py bb3da7fc875ebf5d unverified no licence file found · pointer only
Cross-Layer Injection for Deep Vision-Language Fusion added by Syntology 2026-01 (from id) codefuse-ai/CLI/trl/core.py 2c3da386578af970 unverified Apache-2.0 (permissive)
InertialAR: Autoregressive 3D Molecule Generation with Inertial Frames added by Syntology 2025-10 (from id) HaoruiLi46/InertialAR/InertialAR/generate_b3lyp.py 71a5b039296e865e unverified no licence file found · pointer only
Phi: Preference Hijacking in Multi-modal Large Language Models at Inference Time added by Syntology 2025-09 (from id) Yifan-Lan/Phi/trl/core.py 072cc4ae40638ba1 unverified MIT (permissive)
Continuously Steering LLMs Sensitivity to Contextual Knowledge with Proxy Models added by Syntology 2025-08 (from id) OliveJuiceLin/CSKS/proxy_model/dexpert.py f24ceca3d1604ba8 ran · fixture could not drive it no licence file found · pointer only
AdaDecode: Accelerating LLM Decoding with Adaptive Layer Parallelism 4 Jun 2025 weizhepei/adadecode/self_speculation/self_speculation_generator.py b0aaaed3efc56072 ran no licence file found · pointer only
Learning from Videos for 3D World: Enhancing MLLMs with 3D Vision Geometry Priors 30 May 2025 LaVi-Lab/Video-3D-LLM/trl/core.py 2c3da386578af970 unverified Apache-2.0 (permissive)
D-AR: Diffusion via Autoregressive Models 29 May 2025 showlab/d-ar/autoregressive/models/generate.py f2fea48028c7ae80 unverified MIT (permissive)
LaViDa: A Large Diffusion Language Model for Multimodal Understanding 22 May 2025 jacklishufan/lavida/trl/core.py 2c3da386578af970 unverified Apache-2.0 (permissive)
Training-Free Watermarking for Autoregressive Image Generation 20 May 2025 maifoundations/indexmark/autoregressive/models/generate.py f2fea48028c7ae80 unverified MIT (permissive)
Projecting Assumptions: The Duality Between Sparse Autoencoders and Concept Geometry 3 Mar 2025 EkdeepSLubana/spadeFormalGrammars/model/model.py 4088666d0047518a unverified MIT (permissive)
DriveMM: All-in-One Large Multimodal Model for Autonomous Driving 10 Dec 2024 zhijian11/DriveMM/trl/core.py 2c3da386578af970 unverified Apache-2.0 (permissive)
Moto: Latent Motion Token as the Bridging Language for Learning Robot Manipulation from Videos 5 Dec 2024 tencentarc/moto/moto_gpt/src/models/moto_gpt.py c05a2ee543965828 unverified licence not identified · pointer only
ZipAR: Accelerating Auto-regressive Image Generation through Spatial Locality 5 Dec 2024 ThisisBillhe/ZipAR/LlamaGen-ZipAR/autoregressive/models/generate.py f2fea48028c7ae80 unverified no licence file found · pointer only
AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning 4 Dec 2024 lavi-lab/aim/trl/core.py 2c3da386578af970 unverified Apache-2.0 (permissive)
PanoLlama: Generating Endless and Coherent Panoramas with Next-Token-Prediction LLMs 24 Nov 2024 0606zt/panollama/token_generator/generate.py f2fea48028c7ae80 unverified no licence file found · pointer only
DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models 22 Nov 2024 kd-tao/dycoke/trl/core.py 2c3da386578af970 unverified Apache-2.0 (permissive)
VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation 18 Nov 2024 JT-Sun/Filtering-WoRA/models/bert.py 9e8f81565e828ebf ran Apache-2.0 (permissive)
SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization 17 Nov 2024 APiaoG/SymDPO/trl/core.py 2c3da386578af970 unverified no licence file found · pointer only
CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset 18 Nov 2024 meize0729/ccexpert/trl/core.py 2c3da386578af970 unverified Apache-2.0 (permissive)
MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation 15 Oct 2024 zjunlp/Deco/transformers/generation/utils.py 39da6a0fe0e67626 unverified MIT (permissive)
Analyzing (In)Abilities of SAEs via Formal Languages 15 Oct 2024 Abhinav271828/pcfg-sae-causal-arr-oct24/model/model.py 4088666d0047518a unverified no licence file found · pointer only
Coevolving with the Other You: Fine-Tuning LLM with Sequential Cooperative Multi-Agent Reinforcement Learning 8 Oct 2024 Harry67Hu/CORY/trl/core.py 5bcf8e086423cf6b ran MIT (permissive)
ControlAR: Controllable Image Generation with Autoregressive Models 3 Oct 2024 hustvl/ControlAR/autoregressive/models/generate.py f2fea48028c7ae80 unverified Apache-2.0 (permissive)
Style-Specific Neurons for Steering LLMs in Text Style Transfer 1 Oct 2024 wenlai-lavine/sNeuron-TST/Our/utils_new.py eec474cc8cda034e unverified no licence file found · pointer only
Multimodal LLM Enhanced Cross-lingual Cross-modal Retrieval 30 Sep 2024 lijiabei-7/leccr/LECCR/models/xbert.py 9e8f81565e828ebf ran no licence file found · pointer only
SSR-Speech: Towards Stable, Safe and Robust Zero-shot Text-based Speech Editing and Synthesis 11 Sep 2024 WangHelin1997/SSR-Speech/models/ssr.py 99a311d99448f881 ran MIT (permissive)
IndicVoices-R: Unlocking a Massive Multilingual Multi-speaker Speech Corpus for Scaling Indian TTS 9 Sep 2024 ai4bharat/indicvoices-r/VoiceCraft/models/voicecraft.py 99a311d99448f881 ran CC-BY-4.0 · pointer only
A Percolation Model of Emergence: Analyzing Transformers Trained on a Formal Language 22 Aug 2024 ekdeepslubana/conceptpercolation/model/model.py 4088666d0047518a unverified no licence file found · pointer only
Suri: Multi-constraint Instruction Following for Long-form Text Generation 27 Jun 2024 chtmp223/suri/ft/lib/trl_mod/core.py 5bcf8e086423cf6b ran no licence file found · pointer only
Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation 10 Jun 2024 foundationvision/llamagen/autoregressive/models/generate.py f2fea48028c7ae80 unverified MIT (permissive)
PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs 5 Jun 2024 houcharlie/pre-text/variation.py 13409c48abcde4ce unverified no licence file found · pointer only
Keep It Private: Unsupervised Privatization of Online Text 16 May 2024 csbao/kip-privatization/src/utils_sampling.py acaf70fe7b4941ca ran no licence file found · pointer only
On the Content Bias in Fréchet Video Distance 18 Apr 2024 songweige/tats/tats/modules/gpt.py 49f3df5f44c69b6f ran MIT (permissive)
VoiceCraft: Zero-Shot Speech Editing and Text-to-Speech in the Wild 25 Mar 2024 jasonppy/voicecraft/models/voicecraft.py 99a311d99448f881 ran no licence file found · pointer only
How do Large Language Models Handle Multilingualism? 29 Feb 2024 damo-nlp-sg/multilingual_analysis/layers/transformers/generation/utils.py eec474cc8cda034e unverified no licence file found · pointer only
Query Augmentation by Decoding Semantics from Brain Signals 24 Feb 2024 yeziyi1998/brain-query-augmentation/help/utils.py eec474cc8cda034e unverified MIT (permissive)
GeReA: Question-Aware Prompt Captions for Knowledge-based Visual Question Answering 4 Feb 2024 upper9527/gerea/src/generation_utils.py 0dc219ab6716a127 ran no licence file found · pointer only
OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allocation 29 Nov 2023 shikiw/opera/transformers-4.29.2/src/transformers/generation/utils.py eec474cc8cda034e unverified MIT (permissive)
Zero-shot audio captioning with audio-language model guidance and audio context keywords 14 Nov 2023 explainableml/zeraucap/audio_captioning/language_model/utlis.py 96370a572229a5a9 ran no licence file found · pointer only
Neuroformer: Multimodal and Multitask Generative Pretraining for Brain Data 31 Oct 2023 a-antoniades/neuroformer/neuroformer/simulation.py 120a5300accb00db unverified MIT (permissive)
ODEFormer: Symbolic Regression of Dynamical Systems with Transformers 9 Oct 2023 sdascoli/odeformer/odeformer/model/transformer.py 9ef29a7930f6956c ran MIT (permissive)
Contrastive Grouping with Transformer for Referring Image Segmentation 2 Sep 2023 toneyaya/cgformer/bert/generation_utils.py 0dc219ab6716a127 ran MIT (permissive)
SpeechTokenizer: Unified Speech Tokenizer for Speech Large Language Models 31 Aug 2023 0nutation/uslm/models/valle.py 99a311d99448f881 ran no licence file found · pointer only
Large Multilingual Models Pivot Zero-Shot Multimodal Learning across Languages 23 Aug 2023 openbmb/viscpm/VisCPM/generation/generation_utils.py d9a981c1eb0f46fc ran no licence file found · pointer only
PoET: A generative model of protein families as sequences-of-sequences 9 Jun 2023 OpenProteinAI/PoET/poet/models/poet.py 733f20ae4d66d5ae ran · fixture could not drive it MIT (permissive)
Youku-mPLUG: A 10 Million Large-scale Chinese Video-Language Dataset for Pre-training and Benchmarks 7 Jun 2023 x-plug/youku-mplug/models/predictor_mplug.py 63e2cc5fb0616ee9 unverified Apache-2.0 (permissive)
Towards Unified Text-based Person Retrieval: A Large-scale Multi-Attribute and Language Search Benchmark 5 Jun 2023 Shuyu-XJTU/APTM/models/bert.py 9e8f81565e828ebf ran MIT (permissive)
Direct Preference Optimization: Your Language Model is Secretly a Reward Model 29 May 2023 padlex/trl/trl/core.py 5bcf8e086423cf6b ran Apache-2.0 (permissive)
Pointwise Mutual Information Based Metric and Decoding Strategy for Faithful Generation in Document Grounded Dialogs 20 May 2023 ynandwan/pmi-faith/faithful-decode/models/generation_utils_pmi.py eec474cc8cda034e unverified Apache-2.0 (permissive)
Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation 28 Apr 2023 vita-group/chaincoder/model/transformer.py 9ef29a7930f6956c ran MIT (permissive)
Transformer-based Planning for Symbolic Regression 13 Mar 2023 deep-symbolic-mathematics/TPSR/symbolicregression/model/transformer.py 02e71d97ed55e54d ran · fixture could not drive it MIT (permissive)
Speak Foreign Languages with Your Own Voice: Cross-Lingual Neural Codec Language Modeling 7 Mar 2023 plachtaa/vall-e-x/models/vallex.py 99a311d99448f881 ran MIT (permissive)
mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video 1 Feb 2023 X-PLUG/mPLUG-2/models/predictor.py 63e2cc5fb0616ee9 unverified Apache-2.0 (permissive)
Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers 5 Jan 2023 lifeiteng/vall-e/valle/models/valle.py 99a311d99448f881 ran Apache-2.0 (permissive)
EfficientVLM: Fast and Accurate Vision-Language Models via Knowledge Distillation and Modal-adaptive Pruning 14 Oct 2022 swaggy-tn/efficientvlm/efficient_models/eff_bert.py 9e8f81565e828ebf ran BSD-3-Clause recorded; this copy not marked cleared · pointer only
Predictive Querying for Autoregressive Neural Sequence Models 12 Oct 2022 ajboyd2/prob_seq_queries/seq_queries/sample.py d111355f8bf308f3 ran · our draft was wrong fingerprinted MIT (permissive)
Fengshenbang 1.0: Being the Foundation of Chinese Cognitive Intelligence 7 Sep 2022 idea-ccnl/fengshenbang-lm/fengshen/models/DAVAE/run_latent_generation.py c6f7b6ef9dd8586b unverified Apache-2.0 (permissive)
Can Language Models Make Fun? A Case Study in Chinese Comical Crosstalk 2 Jul 2022 anonNo2/crosstalk-generation/src/cpm/generate_eval_data.py 6f5ddea9dd9cffbb unverified Apache-2.0 (permissive)
Write and Paint: Generative Vision-Language Models are Unified Modal Learners 15 Jun 2022 shizhediao/davinci/models/davinci_pretrain.py 8164123ea94d7bb5 unverified BSD-3-Clause recorded; this copy not marked cleared · pointer only
LAVENDER: Unifying Video-Language Understanding as Masked Language Modeling 14 Jun 2022 microsoft/lavender/model_for_captioning.py 2eab23b94336a71e unverified MIT (permissive)
End-to-end symbolic regression with transformers 22 Apr 2022 deep-symbolic-mathematics/TPSR/symbolicregression/model/transformer.py f434565e2011ab22 ran · fixture could not drive it MIT (permissive)
Perspective-taking and Pragmatics for Generating Empathetic Responses Focused on Emotion Causes 18 Sep 2021 skywalker023/focused-empathy/from_epitome/modeling_utils.py 8e873fc150477bd1 unverified MIT (permissive)
A Three-Stage Learning Framework for Low-Resource Knowledge-Grounded Dialogue Generation 9 Sep 2021 neukg/kat-tslf/kat/gen_utils.py 685c7abbaa62f39d unverified MIT (permissive)
Image Retrieval on Real-life Images with Pre-trained Vision-and-Language Models 9 Aug 2021 Cuberick-Orion/CIRPLANT/model/OSCAR/modeling/modeling_utils.py 8164123ea94d7bb5 unverified MIT (permissive)
Controlled Text Generation as Continuous Optimization with Multiple Constraints 4 Aug 2021 sachin19/mucoco/mucoco/utils/targets.py cb4a7e224fe59578 unverified MIT (permissive)
SymbolicGPT: A Generative Transformer Model for Symbolic Regression 27 Jun 2021 mojivalipour/symbolicgpt/utils.py 5427a29e4bb4bf46 unverified MIT (permissive)
Towards Understanding and Mitigating Social Biases in Language Models 24 Jun 2021 pliang279/LM_bias/src/global_bias/generate_full_sentence.py cf42150195c933b4 unverified MIT (permissive)
Towards Long-Form Video Understanding 21 Jun 2021 chaoyuaw/lvu/src/models/modeling_utils.py 8e873fc150477bd1 unverified MIT (permissive)
Straight to the Gradient: Learning to Use Novel Tokens for Neural Text Generation 14 Jun 2021 shawnlimn/scalegrad/custom/gpt2/run_gpt2.py d415ae4787477f20 ran · our draft was wrong fingerprinted MIT (permissive)
Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization 2 Jun 2021 jiangycTarheel/TPT-Summ/models/modeling_utils.py 8e873fc150477bd1 unverified MIT (permissive)
DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts 7 May 2021 alisawuffles/DExperts/generation/dexperts_generation.py 8c347cb668f95910 ran · fixture could not drive it no licence file found · pointer only
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/generation_utils.py 9c750e2920328942 unverified Apache-2.0 (permissive)
Plug-and-Blend: A Framework for Controllable Story Generation with Blended Control Codes 23 Mar 2021 xxbidiao/plug-and-blend/gedi_helpers/modeling_utils.py 49f3df5f44c69b6f ran MIT (permissive)
Large Pre-trained Language Models Contain Human-like Biases of What is Right and Wrong to Do 8 Mar 2021 ml-research/MoRT_NMI/MoRT/mcm_textgeneration/mcm_models.py 0b42b3fc90731551 unverified MIT (permissive)
Transformer-based Conditional Variational Autoencoder for Controllable Story Generation 4 Jan 2021 fangleai/TransformerCVAE/generate.py a8f76faa252a6539 unverified no licence file found · pointer only
Directed Beam Search: Plug-and-Play Lexically Constrained Language Generation 31 Dec 2020 dapascual/DirectedBeamSearch/main_DBS.py a2d595fc39ea3025 ran · fixture could not drive it fingerprinted no licence file found · pointer only
Stylized Dialogue Response Generation Using Stylized Unpaired Texts 27 Sep 2020 silverriver/Stylized_Dialog/TCFC/bt_beam/model/filtering.py dbc1974da366ebe7 unverified MIT (permissive)
GeDi: Generative Discriminator Guided Sequence Generation 14 Sep 2020 salesforce/GeDi/modeling_utils.py 49f3df5f44c69b6f ran BSD-3-Clause (permissive)
A Simple Language Model for Task-Oriented Dialogue 2 May 2020 salesforce/simpletod/models/modeling_utils.py 8e873fc150477bd1 unverified BSD-3-Clause (permissive)
POINTER: Constrained Progressive Text Generation via Insertion-based Generative Pre-training 1 May 2020 dreasysnail/POINTER/inference.py ee8b235cc453809b unverified MIT (permissive)
Generative Data Augmentation for Commonsense Reasoning 24 Apr 2020 yangyiben/G-DAUG-c-Generative-Data-Augmentation-for-Commonsense-Reasoning/modeling.py 541fe035a87b91ca ran · fixture could not drive it fingerprinted no licence file found · pointer only
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension 29 Oct 2019 i2r-simmc/i2r-simmc-2020/src/generation_utils.py 0dc219ab6716a127 ran MIT (permissive)
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer 23 Oct 2019 abelriboulot/onnxt5/onnxt5/models.py bdeda8fda01d8511 unverified Apache-2.0 (permissive)
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations 26 Sep 2019 Soikonomou/albert_final/src/model/ALBERT/modeling_utils.py 8e873fc150477bd1 unverified Apache-2.0 (permissive)
Abductive Commonsense Reasoning 15 Aug 2019 allenai/abductive-commonsense-reasoning/anlg/run_generation.py ee8b235cc453809b unverified Apache-2.0 (permissive)
TransferTransfo: A Transfer Learning Approach for Neural Network Based Conversational Agents 23 Jan 2019 cerebroai/AskIt/decoder.py 31631ed21a9dd3b3 unverified MIT (permissive)
arXiv:openreview_utRSxIkoSJ hustyyq/ConceptTok/autoregressive/models/generate.py f2fea48028c7ae80 unverified Apache-2.0 (permissive)
arXiv:Zhong_AIM_Adaptive_Inference_of_Multi-Modal_LLMs_via_Token_Merging_and_ICCV_2025_paper LaVi-Lab/AIM/trl/core.py 2c3da386578af970 unverified Apache-2.0 (permissive)
arXiv:Yang_Beyond_Walking_A_Large-Scale_Image-Text_Benchmark_for_Text-based_Person_Anomaly_ICCV_2025_paper Shuyu-XJTU/CMP/models/bert.py 9e8f81565e828ebf ran MIT (permissive)
arXiv:2025.findings-emnlp.70 passing2961/EmpGPT-3/from_epitome/modeling_utils.py 8e873fc150477bd1 unverified MIT (permissive)
arXiv:2025.findings-acl.359 G-JWLee/TAMP/trl/core.py 2c3da386578af970 unverified Apache-2.0 (permissive)
arXiv:2025.emnlp-main.1418 avipartho/Synth-SBDH/dss/gen_utils.py 9c750e2920328942 unverified Apache-2.0 (permissive)
arXiv:2022.emnlp-demos.40 OpenBMB/ModelCenter/model_center/generation/generation_utils.py d9a981c1eb0f46fc ran 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".

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