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load_tokenizer

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

load_tokenizer appears in the code Syntology harvested for 66 papers, as 65 distinct code bodies found in 68 places (a place is one code body under one paper). At least one of them ran in 13 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 load_tokenizer 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 12 of the 65 distinct code bodies named load_tokenizer; 53 are 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
0ran · fixture could not drive it
12ran
53unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 22 of the 68 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

66 papers shown of 66, newest first; 68 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 14 papers added by Syntology; 5 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
Massive Activations in Hybrid Linear Attention Large Language Models: Pre-Attention Spikes and Inter-Spike Plateaus added by Syntology 2026-08 (from id) StartLuxLabs/Massive-Activations-HLA/src/massive_activations_hla/capture/model_loading.py 4b04b5f6e4343de9 ran MIT (permissive)
Beyond Scale and Generation: Understanding Language Model-based Entity Matching added by Syntology 2026-07 (from id) Jantory/llm-trained-matcher/run_cross_dataset.py b539874a305789f6 unverified no licence file found · pointer only
Total Variation Distance Estimation in Autoregressive Models added by Syntology 2026-07 (from id) XunZhiyang/llm-tv-estimation/experiments/tv_estimate.py 6348c83ab01fb9bd unverified MIT (permissive)
Learning at the Right Pace: Adaptive Data Scheduling Improves LLM Reinforcement Learning added by Syntology 2026-06 (from id) Richard-zrx/ADS/src/model_utils.py a079eb7fd6d1a19a ran Apache-2.0 (permissive)
Analyzing the Correlation Between Hallucinations and Knowledge Conflicts in Large Language Models added by Syntology 2026-06 (from id) llaraspata/HallucinationDetection/src/model/utils.py 6f394e98c42552fb unverified no licence file found · pointer only
SAAS: Self-Aware Reinforcement Learning for Over-Search Mitigation in Agentic Search added by Syntology 2026-05 (from id) XMUDeepLIT/SAAS/search/generate_with_search.py 39d6a0aa1eaffc16 unverified Apache-2.0 (permissive)
PRISM: A Plug-in Reproducible Infrastructure for Scalable Multimodal Continual Instruction Tuning added by Syntology 2026-05 (from id) LAMDA-CL/Prism/backbone/shared/model_loading.py 0f0205bc9e1110e2 unverified MIT (permissive)
Preference Instability in Reward Models: Detection and Mitigation via Sparse Autoencoders added by Syntology 2026-05 (from id) shunchang-liu/pisa/src/detect_instability.py 0463d37512d2fda5 unverified no licence file found · pointer only
Preference Instability in Reward Models: Detection and Mitigation via Sparse Autoencoders added by Syntology 2026-05 (from id) shunchang-liu/pisa/src/evaluate_rb2.py 472b67e46caa5c7d unverified no licence file found · pointer only
Preference Instability in Reward Models: Detection and Mitigation via Sparse Autoencoders added by Syntology 2026-05 (from id) shunchang-liu/pisa/src/raw_feature_steering.py b155936dd212497a unverified no licence file found · pointer only
LaTER: Efficient Test-Time Reasoning via Latent Exploration and Explicit Verification added by Syntology 2026-05 (from id) TioeAre/LaTER/later/src/analysis/plot_entropy_reasoning_curves.py 0e0355e6f4139423 unverified Apache-2.0 (permissive)
One Pass, Any Order: Position-Invariant Listwise Reranking for LLM-Based Recommendation added by Syntology 2026-04 (from id) ejbito/InvariRank/invarirank/modeling.py 6d2f32351f12ba2b unverified MIT (permissive)
Differences in Typological Alignment in Language Models' Treatment of Differential Argument Marking added by Syntology 2026-02 (from id) Iskar-Deng/DAM-learning/evaluation/eval_minpairs_acc.py 4bb1111352e82926 unverified no licence file found · pointer only
Rethinking Hallucinations: Correctness, Consistency, and Prompt Multiplicity added by Syntology 2026-02 (from id) AI21Labs/in-context-ralm/ralm/model_utils.py cdd42d9143f7e2cd unverified Apache-2.0 (permissive)
TABED: Test-Time Adaptive Ensemble Drafting for Robust Speculative Decoding in LVLMs added by Syntology 2026-01 (from id) furiosa-ai/TABED/tabed/modules/load_pretrained.py 433fce01b1f7cb60 unverified MIT (permissive)
Linear Dynamics in the RLVR Training of Large Language Models added by Syntology 2026-01 (from id) Miaow-Lab/RLVR-Linearity/analysis/token_logprob/plot_token_logprob_linearity.py 974078a91d3ec703 unverified MIT (permissive)
Iterative Self-Incentivization Empowers Large Language Models as Agentic Searchers 26 May 2025 mangopy/searchlm/src/_entropy.py a3518bfc816435e7 unverified Apache-2.0 (permissive)
OpenHelix: A Short Survey, Empirical Analysis, and Open-Source Dual-System VLA Model for Robotic Manipulation 6 May 2025 OpenHelix-robot/OpenHelix/data_preprocessing/preprocess_calvin_instructions.py 1441fd48c61694c2 unverified MIT (permissive)
CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners 20 Mar 2025 zjunlp/CaKE/Analysis/utils.py 91a41852736ee2f5 unverified MIT (permissive)
Evaluating Fine-Tuning Efficiency of Human-Inspired Learning Strategies in Medical Question Answering 15 Aug 2024 Oxford-AI-for-Society/human-learning-strategies/training/fine_tuning/shared_utils.py 12071bb621f4cba1 unverified GPL-3.0 (copyleft) · pointer only
Recite, Reconstruct, Recollect: Memorization in LMs as a Multifaceted Phenomenon 25 Jun 2024 eleutherai/semantic-memorization/inference.py a1952e4763d93dba unverified no licence file found · pointer only
Hopping Too Late: Exploring the Limitations of Large Language Models on Multi-Hop Queries 18 Jun 2024 edenbiran/HoppingTooLate/src/utils.py 8164e26307c3a60b ran MIT (permissive)
Opt-Out: Investigating Entity-Level Unlearning for Large Language Models via Optimal Transport 18 Jun 2024 brightjade/Opt-Out/model.py 3e34efa256660441 unverified MIT (permissive)
Stress-Testing Capability Elicitation With Password-Locked Models 29 May 2024 FabienRoger/sandbagging/sandbagging/basic_model_info.py 009a49e66bf505da ran no licence file found · pointer only
Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language Models 27 May 2024 ShengYun-Peng/llm-landscape/src/llm/inference.py 0308de63e8fa3250 unverified MIT (permissive)
AutoPSV: Automated Process-Supervised Verifier 27 May 2024 rookie-joe/autocv/data_annotation.py 17243183193565ff ran no licence file found · pointer only
Keep It Private: Unsupervised Privatization of Online Text 16 May 2024 csbao/kip-privatization/src/generate.py 5c7e9c77b1969bc7 unverified no licence file found · pointer only
The Platonic Representation Hypothesis 13 May 2024 minyoungg/platonic-rep/models.py c420a7cf0eb5ab96 unverified no licence file found · pointer only
Studying Large Language Model Behaviors Under Context-Memory Conflicts With Real Documents 24 Apr 2024 kortukov/realistic_knowledge_conflicts/src/model_utils.py 676e6dd24fe7e3b5 unverified no licence file found · pointer only
Towards Better Statistical Understanding of Watermarking LLMs 19 Mar 2024 zhongzecai/dualga/WatermarkAlgorithm/utils/evaluation.py ff61ef7b3942bc85 unverified no licence file found · pointer only
SynCode: LLM Generation with Grammar Augmentation 3 Mar 2024 uiuc-focal-lab/syncode/syncode/common.py ba0949d27e98d12e unverified MIT (permissive)
Greed is All You Need: An Evaluation of Tokenizer Inference Methods 2 Mar 2024 melelbgu/tokenizers_intrinsic_benchmark/utils.py 07940de2cf1e2aa0 ran MIT (permissive)
Dialect prejudice predicts AI decisions about people's character, employability, and criminality 1 Mar 2024 valentinhofmann/dialect-prejudice/probing/helpers.py 8300552b36c2b281 unverified MIT (permissive)
RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records 25 Feb 2024 ritaranx/RAM-EHR/model_src/utils.py dd27c40f658addad ran MIT (permissive)
DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers 25 Feb 2024 xirui-li/drattack/attack_prompt_data/uncensored_vicuna/uncensor.py f293af98d59df4d0 ran MIT (permissive)
Defending LLMs against Jailbreaking Attacks via Backtranslation 26 Feb 2024 yihanwang617/llm-jailbreaking-defense/llm_jailbreaking_defense/models.py ee5d16865ecd5e2b ran MIT (permissive)
Generalization or Memorization: Data Contamination and Trustworthy Evaluation for Large Language Models 24 Feb 2024 yihongdong/cdd-ted4llms/TED.py a1010269bb1357b3 unverified MIT (permissive)
Interactive-KBQA: Multi-Turn Interactions for Knowledge Base Question Answering with Large Language Models 23 Feb 2024 jimxionggm/interactive-kbqa/predict/dialog_predictor.py e9916eef46c98f37 unverified no licence file found · pointer only
Towards Cross-Tokenizer Distillation: the Universal Logit Distillation Loss for LLMs 19 Feb 2024 nicolas-bzrd/llm-recipes/models/models_utils.py 15baf103a0b4554f ran no licence file found · pointer only
GeoEval: Benchmark for Evaluating LLMs and Multi-Modal Models on Geometry Problem-Solving 15 Feb 2024 geoeval/geoeval/tool/tokenized_data.py 1c70706ba104f6dc ran no licence file found · pointer only
Understanding the Weakness of Large Language Model Agents within a Complex Android Environment 9 Feb 2024 androidarenaagent/androidarena/agents/utils.py 9ee661fad645d0f0 unverified no licence file found · pointer only
Evading Data Contamination Detection for Language Models is (too) Easy 5 Feb 2024 eth-sri/malicious-contamination/src/contamination/basic_model_loader.py c29c23246ee520ad unverified Apache-2.0 (permissive)
On Task Performance and Model Calibration with Supervised and Self-Ensembled In-Context Learning 21 Dec 2023 cambridgeltl/ensembled-sicl/utils/load_model.py 618ad395c8046ae0 unverified no licence file found · pointer only
Controlled Text Generation via Language Model Arithmetic 24 Nov 2023 eth-sri/language-model-arithmetic/src/model_arithmetic/basic_model_loader.py c29c23246ee520ad unverified MIT (permissive)
Tree Prompting: Efficient Task Adaptation without Fine-Tuning 21 Oct 2023 csinva/tree-prompt/treeprompt/llm_utils.py cfcb2eef36f5b7ab unverified no licence file found · pointer only
Language Models Represent Space and Time 3 Oct 2023 wesg52/world-models/make_prompt_datasets.py ec78e0b3d6261ed5 unverified MIT (permissive)
ModuLoRA: Finetuning 2-Bit LLMs on Consumer GPUs by Integrating with Modular Quantizers 28 Sep 2023 kuleshov-group/llmtools/llmtools/executor.py a2178676d3e7abdd ran no licence file found · pointer only
The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A" 21 Sep 2023 lukasberglund/reversal_curse/src/models/common.py e18553bc097d701c unverified no licence file found · pointer only
Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias 28 Jun 2023 yueyu1030/attrprompt/train_classifier/plm_model/utils.py dd27c40f658addad ran Apache-2.0 (permissive)
Is Fine-tuning Needed? Pre-trained Language Models Are Near Perfect for Out-of-Domain Detection 22 May 2023 Uppaal/lm-ood/utils/model_utils.py bb9cc88f0bea27c4 unverified MIT (permissive)
Prompting with Pseudo-Code Instructions 19 May 2023 mayank31398/pseudo-code-instructions/code_instruct/model.py 35ab7eb005ae0a76 unverified Apache-2.0 (permissive)
TinyStories: How Small Can Language Models Be and Still Speak Coherent English? 12 May 2023 danbraunai/simple_stories_train/simple_stories_train/tokenizer.py c430eca0b62e5574 unverified MIT (permissive)
Neighborhood-Regularized Self-Training for Learning with Few Labels 10 Jan 2023 ritaranx/NeST/utils.py 661491a0aadeb24e unverified MIT (permissive)
Parallel Context Windows for Large Language Models 21 Dec 2022 AI21Labs/Parallel-Context-Windows/model_loaders.py cbb2c50ff3858a3f unverified Apache-2.0 (permissive)
Instruction-driven history-aware policies for robotic manipulations 11 Sep 2022 guhur/hiveformer/preprocess_instructions.py 1441fd48c61694c2 unverified MIT (permissive)
LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale 15 Aug 2022 huggingface/transformers-bloom-inference/inference_server/models/model.py 835634e64b6b277d unverified Apache-2.0 (permissive)
RoBERTuito: a pre-trained language model for social media text in Spanish 18 Nov 2021 pysentimiento/robertuito/finetune_vs_scratch/model.py 6898279b83309763 unverified MIT (permissive)
Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue Systems 1 Apr 2021 asappresearch/abcd/utils/load.py 10442a3755e649e8 unverified MIT (permissive)
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows 25 Mar 2021 YongWookHa/swin-transformer-ocr/utils.py f299bd819038020a unverified MIT (permissive)
Emergent Multi-Agent Communication in the Deep Learning Era 3 Jun 2020 brendon-boldt/xferbench/xferbench/model/mt.py 10a49786ffff4dd4 unverified MIT (permissive)
word2word: A Collection of Bilingual Lexicons for 3,564 Language Pairs 27 Nov 2019 Kyubyong/word2word/word2word/tokenization.py 349ed3bbc388de65 unverified Apache-2.0 (permissive)
Enriching Pre-trained Language Model with Entity Information for Relation Classification 20 May 2019 chielingyueh/anaphora_resolution_chemical_patents/utils.py 057777fc1e9365c2 unverified Apache-2.0 (permissive)
MeanSum: A Neural Model for Unsupervised Multi-document Abstractive Summarization 12 Oct 2018 megagonlabs/coop/coop/util.py bcb4a8a6eebef981 unverified BSD-3-Clause (permissive)
arXiv:openreview_g9G7qyAzki The-Inscrutable-X/CalibratedModelAgnosticCorrectness/utils/model_utils.py 65b86daaedb4ee28 unverified Apache-2.0 (permissive)
arXiv:aaai_29784 HITsz-TMG/Ext-Sub/eval/ngram_rep_eval.py e65a8e07bf87b809 unverified MIT (permissive)
arXiv:2023.findings-ijcnlp.4 brightjade/PRiSM/models/utils.py 59ee54f46b531e61 unverified MIT (permissive)
arXiv:2023.acl-long.119 lsvih/AtTGen/tokenizer.py 7e6ffd70f8da3b41 unverified MIT (permissive)
arXiv:2021.findings-acl.173 sysulic/MDGI/models/util.py 70b1c0f23ec51e7a 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".

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