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rotate_half

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

rotate_half appears in the code Syntology harvested for 424 papers, as 51 distinct code bodies found in 452 places (a place is one code body under one paper). At least one of them ran in 409 of the papers; 38 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 rotate_half 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 38 of the 51 distinct code bodies named rotate_half; 13 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

7ran · honoured contract
0ran · violated contract
19ran · our draft was wrong
0ran · fixture could not drive it
12ran
13unverified
38fingerprinted

Licence is a property of each copy, so it is counted per place: 189 of the 452 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

100 papers shown of 424 (newest first; the JSON twin carries all 452 places); 113 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 71 papers added by Syntology; 25 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
A Language‐Guided Multimodal Foundation Model for Zero‐Shot and Multi‐Task Brain Signal Analysis added by Syntology 2026-09 (from id) mingzhi-c/metis-brain-signal-foundation-model/METIS.py 437c7011506995a3 ran · honoured contract fingerprinted Apache-2.0 (permissive)
ENEAS: Embedding-guided Neural Ensemble for Adaptive Segmentation added by Syntology 2026-09 (from id) speridlabs/eneas/eneas/vendor/SeC/inference/modeling_internlm2.py b99eea6376d1e212 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Faster Than Flash: Exploiting Attention Sparsity for Efficient Long-Context Decoding added by Syntology 2026-09 (from id) qluoluo/faster-flash-decoding/ffd_core/modeling/llama.py e03d53ba9d4f9ae5 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
FireRedAudio: A General-Purpose Audio Language Model with Decoupled Continuous Representations for Understanding and Generation added by Syntology 2026-08 (from id) FireRedTeam/FireRedAudio/fireredaudio/flow/x_transformers.py 1729f21cf5144f3d ran fingerprinted Apache-2.0 (permissive)
Decoupled Vision-Language System for Multimodal Understanding and Generation added by Syntology 2026-08 (from id) YifanXu74/Libra/libra/models/libra/modeling_libra.py b99eea6376d1e212 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
From Interface to Inference: Eliciting Any-Order Inference from Any-Order Models added by Syntology 2026-07 (from id) SeunggeunKimkr/genuine-any-order/LatentMDM/model/latent_mdm.py 0c3c32d281da5332 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
3D-Aware VLMs with Implicit and Explicit Geometries added by Syntology 2026-07 (from id) Vegetebird/VLM-IE3D/common/utils.py e03d53ba9d4f9ae5 ran · our draft was wrong fingerprinted MIT (permissive)
Cross-Subject Modeling for Widefield Calcium Imaging via Atlas-Aligned Spatiotemporal Tokenization added by Syntology 2026-07 (from id) ShanechiLab/WiCAT/wicat/models/transformer.py cec833a99feb528c ran · honoured contract fingerprinted no licence file found · pointer only
The Pitfall of Scaling Up: Uncovering and Mitigating Popularity Bias Amplification in Scaling Transformer-based Recommenders added by Syntology 2026-06 (from id) Tiny-Snow/GenRec/src/genrec/models/model_seqrec/sasrec_sprint.py 91bc58efb8a6482c ran · our draft was wrong fingerprinted GPL-3.0 (copyleft) · pointer only
Lost in a Single Vector: Improving Long-Document Retrieval with Chunk Evidence Aggregation added by Syntology 2026-06 (from id) PunchlineAAAA/DICE/dream/modeling_dream.py b99eea6376d1e212 ran · our draft was wrong fingerprinted MIT (permissive)
Contextualizing Biological Language Models across Modalities via Logit-Space Contrastive Alignment added by Syntology 2026-06 (from id) facebookresearch/esm/esm/rotary_embedding.py 437c7011506995a3 ran · honoured contract fingerprinted MIT (permissive)
Focus When Necessary: Adaptive Routing and Collaborative Grounding for Training-Free Visual Grounding added by Syntology 2026-06 (from id) TencentBAC/LazyMCoT/Qwen2.5/modeling_qwen2_5_vl_re_infer.py e03d53ba9d4f9ae5 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Deep Residual Injection for Full-Spectrum Forensic Signal Perception in Multimodal Large Language Models added by Syntology 2026-06 (from id) KQL11/Deep-VRM/Models/DeepVRM/modeling_qwen2_5_vl.py e03d53ba9d4f9ae5 ran · our draft was wrong fingerprinted 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/LlaMa.py b99eea6376d1e212 ran · our draft was wrong fingerprinted no licence file found · pointer only
Your UnEmbedding Matrix is Secretly a Feature Lens for Text Embeddings added by Syntology 2026-06 (from id) CentreChen/EmbFilter/models/modeling_llama_lr.py b99eea6376d1e212 ran · our draft was wrong fingerprinted MIT (permissive)
Your UnEmbedding Matrix is Secretly a Feature Lens for Text Embeddings added by Syntology 2026-06 (from id) CentreChen/EmbFilter/models/modeling_mistral_lr.py e03d53ba9d4f9ae5 ran · our draft was wrong fingerprinted MIT (permissive)
IR3DE: A Linear Router for Large Language Models added by Syntology 2026-06 (from id) gensyn-ai/IR3DE/models/modeling_llama.py e03d53ba9d4f9ae5 ran · our draft was wrong fingerprinted MIT (permissive)
CART: Context-Anchored Recurrent Transformer * A Parameter-Efficient Architecture with Learned Stability added by Syntology 2026-06 (from id) ccapps42/CART/model/cart.py 4da1a1beab34982c ran · our draft was wrong fingerprinted MIT (permissive)
DREAM-S: Speculative Decoding with Searchable Drafting and Target-Aware Refinement for Multimodal Generation added by Syntology 2026-06 (from id) SAI-Lab-NYU/DREAM-S/dream_s/model/cnets.py e03d53ba9d4f9ae5 ran · our draft was wrong fingerprinted no licence file found · pointer only
DREAM-S: Speculative Decoding with Searchable Drafting and Target-Aware Refinement for Multimodal Generation added by Syntology 2026-06 (from id) SAI-Lab-NYU/DREAM-S/dream_s/model/modeling_llama_kv.py b71b0ed70aa2939c ran fingerprinted no licence file found · pointer only
Eigenvectors of Experts are Training-free Non-collapsing Routers added by Syntology 2026-05 (from id) giangdip2410/SSMoE/SSMoE/Language/SSMoE-Embedding/models/modeling_deepseek.py b99eea6376d1e212 ran · our draft was wrong fingerprinted no licence file found · pointer only
CHESS-WORLD-MODEL: A 10M-Game Benchmark for Exact State Tracking from Chess Move Sequences added by Syntology 2026-05 (from id) Benjamin-Walker/Chess-World-Model/models/transformer.py 0d5b4082f0e044b9 ran fingerprinted MIT (permissive)
JLT: Clean-Latent Prediction in Latent Diffusion Transformers added by Syntology 2026-05 (from id) akatsuki-neo/JLT/util/model_util.py 58823d9435a8751b ran · our draft was wrong fingerprinted MIT (permissive)
One LR Doesn't Fit All: Heavy-Tail Guided Layerwise Learning Rates for LLMs added by Syntology 2026-05 (from id) hed-ucas/Layer-wise-Learning-Rate/galore_utils/modeling_llama.py b99eea6376d1e212 ran · our draft was wrong fingerprinted no licence file found · pointer only
ChunkFT: Byte-Streamed Optimization for Memory-Efficient Full Fine-Tuning added by Syntology 2026-05 (from id) misonsky/chunk/models/modeling_llama.py e03d53ba9d4f9ae5 ran · our draft was wrong fingerprinted no licence file found · pointer only
One Model, Two Roles: Emergent Specialization in a Shared Recurrent Transformer added by Syntology 2026-05 (from id) juchengshen/air/models/air/air_1net_L2x_H2x_input_token_prepend.py 5d0ae16200be190c ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
DualKV: Shared-Prompt Flash Attention for Efficient RL Training with Large Rollouts and Long Contexts added by Syntology 2026-05 (from id) amazon-science/dualkv-flash-attn-for-rl/flash-attention/flash_attn/layers/rotary.py 163292f43a3c861b ran fingerprinted licence not identified · pointer only
Beyond Instance-Level Self-Supervision in 3D Multi-Modal Medical Imaging added by Syntology 2026-05 (from id) Ashespt/TACO/pretrain/TACO/models/modules.py a3ec43c12656acbb ran · our draft was wrong fingerprinted no licence file found · pointer only
MuonQ: Enhancing Low-Bit Muon Quantization via Directional Fidelity Optimization added by Syntology 2026-05 (from id) YupengSu/MuonQ/src/models.py 986643c1063af44b ran fingerprinted Apache-2.0 (permissive)
Mela: Test-Time Memory Consolidation based on Transformation Hypothesis added by Syntology 2026-05 (from id) Musubi-ai/Mela/mela/model/commons.py e03d53ba9d4f9ae5 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
SynerMedGen: Synergizing Medical Multimodal Understanding with Generation via Task Alignment added by Syntology 2026-05 (from id) piooip/SynerMedGen/modeling/bagel/siglip_navit.py cec833a99feb528c ran · honoured contract fingerprinted Apache-2.0 (permissive)
Beyond Steering Vector: Flow-based Activation Steering for Inference-Time Intervention added by Syntology 2026-05 (from id) flas-ai/FLAS/src/flas/model.py e0782939cfb8d55c ran · honoured contract fingerprinted Apache-2.0 (permissive)
ELSA: Exact Linear-Scan Attention for Fast and Memory-Light Vision Transformers added by Syntology 2026-04 (from id) Dao-AILab/flash-attention/flash_attn/layers/rotary.py 163292f43a3c861b ran fingerprinted BSD-3-Clause (permissive)
TTS-PRISM: A Perceptual Reasoning and Interpretable Speech Model for Fine-Grained Diagnosis added by Syntology 2026-04 (from id) xiaomi-research/tts-prism/models/mimo_audio_tokenizer/modeling_rope_utils.py bc697b02f78768ac unverified Apache-2.0 (permissive)
R 2 -dLLM: Accelerating Diffusion Large Language Models via Spatio-Temporal Redundancy Reduction added by Syntology 2026-04 (from id) GATECH-EIC/R2-dLLM/dream/model/modeling_dream.py b99eea6376d1e212 ran · our draft was wrong fingerprinted no licence file found · pointer only
DepCap: Adaptive Block-Wise Parallel Decoding for Efficient Diffusion LM Inference added by Syntology 2026-04 (from id) X-Xia0828/DepCap/dream/model/modeling_dream.py b99eea6376d1e212 ran · our draft was wrong fingerprinted no licence file found · pointer only
KV Packet: Recomputation-Free Context-Independent KV Caching for LLMs added by Syntology 2026-04 (from id) ChuangtaoChen-TUM/KVPacket/kvpacket/kvcache/rope.py 803acdf586a5f2c3 unverified MIT (permissive)
Flux Attention: Context-Aware Hybrid Attention for Efficient LLMs Inference added by Syntology 2026-04 (from id) qqtang-code/FluxAttention/fluxattn/training/modeling_flash_qwen.py ce8a56552eacab99 unverified MIT (permissive)
ResAdapt: Adaptive Resolution for Efficient Multimodal Reasoning added by Syntology 2026-03 (from id) Xnhyacinth/ResAdapt/resadapt/allocator/aznet_v1.py fdd93453f92f9167 ran · our draft was wrong fingerprinted no licence file found · pointer only
Gumbel Distillation for Parallel Text Generation added by Syntology 2026-03 (from id) hxixixh/gumbel-distill/models/dit_gumbel.py 8526ce179df04bd4 ran · honoured contract fingerprinted no licence file found · pointer only
SERQ: Saliency-Aware Low-Rank Error Reconstruction for LLM Quantization SERQ: SALIENCY-AWARE LOW-RANK ERROR RECONSTRUCTION FOR LLM QUANTIZATION added by Syntology 2026-03 (from id) acalabys/SERQ/modeling/modeling_gemma3.py e03d53ba9d4f9ae5 ran · our draft was wrong fingerprinted no licence file found · pointer only
SR-TTT Does Not Learn Retrieval: A Correction and Mechanistic Post-Mortem of Surprisal-Aware Residual Test-Time Training added by Syntology 2026-03 (from id) swamynathanvp/Surprisal-Aware-Residual-Test-Time-Training/sr_ttt_kaggle.py e03d53ba9d4f9ae5 ran · our draft was wrong fingerprinted MIT (permissive)
SR-TTT Does Not Learn Retrieval: A Correction and Mechanistic Post-Mortem of Surprisal-Aware Residual Test-Time Training added by Syntology 2026-03 (from id) swamynathanvp/Surprisal-Aware-Residual-Test-Time-Training/sr_ttt_v2.py 437c7011506995a3 ran · honoured contract fingerprinted MIT (permissive)
SR-TTT Does Not Learn Retrieval: A Correction and Mechanistic Post-Mortem of Surprisal-Aware Residual Test-Time Training added by Syntology 2026-03 (from id) swamynathanvp/Surprisal-Aware-Residual-Test-Time-Training/sr_ttt_fixed.py cec833a99feb528c ran · honoured contract fingerprinted MIT (permissive)
Stacked from One: Multi-Scale Self-Injection for Context Window Extension added by Syntology 2026-03 (from id) Clement25/SharedLLM/modeling/modeling_llama_sharedllm_flash.py b99eea6376d1e212 ran · our draft was wrong fingerprinted no licence file found · pointer only
Accelerating LLM Pre-Training through Flat-Direction Dynamics Enhancement added by Syntology 26 Feb 2026 SHUCHENZHU/LITE/peft_pretraining/modeling_llama.py b99eea6376d1e212 ran · our draft was wrong fingerprinted no licence file found · pointer only
RETLLM: Training and Data-Free MLLMs for Multimodal Information Retrieval added by Syntology 2026-02 (from id) alivecat05/RETLLM/modeling_qwen2_5_vl.py e03d53ba9d4f9ae5 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
VIGiA: Instructional Video Guidance via Dialogue Reasoning and Retrieval added by Syntology 2026-02 (from id) dmgcsilva/vigia/inference/model.py 766ad0e51b7a8f09 unverified no licence file found · pointer only
Large Causal Models for Temporal Causal Discovery added by Syntology 2026-02 (from id) kougioulis/LCM/lcm_pytorch/models/misc/RotaryEmbedding.py eb0d65450ca1f1f9 unverified Apache-2.0 (permissive)
MoE-Spec: Expert Budgeting for Efficient Speculative Decoding added by Syntology 2026-02 (from id) SafeAILab/EAGLE/eagle/modeling_eagle.py b99eea6376d1e212 ran · our draft was wrong fingerprinted no licence file found · pointer only
SleepMaMi: A Universal Sleep Foundation Model for Integrating Macro-and Micro-structures added by Syntology 2026-02 (from id) keondopark/SleepMaMi/models/transformer_modules.py b61de8836f3137b3 unverified no licence file found · pointer only
DAWN: Dependency-Aware Fast Inference for Diffusion LLMs added by Syntology 2026-02 (from id) lizhuo-luo/DAWN/dream/model/modeling_dream.py b99eea6376d1e212 ran · our draft was wrong fingerprinted MIT (permissive)
CoPE: Clipped RoPE as A Scalable Free Lunch for Long Context LLMs added by Syntology 2026-02 (from id) hrlics/CoPE/modeling_cope.py b99eea6376d1e212 ran · our draft was wrong fingerprinted no licence file found · pointer only
EEmo-Logic: A Unified Dataset and Multi-Stage Framework for Comprehensive Image-Evoked Emotion Assessment added by Syntology 2026-02 (from id) workerred/EEmo-Logic/train/Stage_2/modeling_qwen2_5_vl.py e03d53ba9d4f9ae5 ran · our draft was wrong fingerprinted no licence file found · pointer only
DART: Diffusion-Inspired Speculative Decoding for Fast LLM Inference added by Syntology 2026-01 (from id) fvliang/DART/dart/model/modeling_mixtral_kv.py b99eea6376d1e212 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
DART: Diffusion-Inspired Speculative Decoding for Fast LLM Inference added by Syntology 2026-01 (from id) fvliang/DART/dart/model/llama3_dart.py e03d53ba9d4f9ae5 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
DART: Diffusion-Inspired Speculative Decoding for Fast LLM Inference added by Syntology 2026-01 (from id) fvliang/DART/dart/model/modeling_llama_kv.py ded2d9e57bfdee4e unverified Apache-2.0 (permissive)
EEG-FM-Compass: Progress, Benchmarking, and Future Directions for EEG Foundation Models added by Syntology 2026-01 (from id) Dingkun0817/EEG-FM-Benchmark/models/FM/EEGPT/Model_EEGPT.py c1f873b79cb6cd24 ran · our draft was wrong fingerprinted MIT (permissive)
VidLaDA: Bidirectional Diffusion Large Language Models for Efficient Video Understanding added by Syntology 2026-01 (from id) ziHoHe/VidLaDA/train/llada_v_prepare/files/modeling_llada.py b99eea6376d1e212 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Elastic Attention: Test-time Adaptive Sparsity Ratios for Efficient Transformers added by Syntology 2026-01 (from id) LCM-Lab/Elastic-Attention/elasticattn/src/model_utils.py e03d53ba9d4f9ae5 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
MARS: Unleashing the Power of Speculative Decoding via Margin-Aware Verification added by Syntology 2026-01 (from id) 5SSjw/MARS/mars/model/cnets1.py b99eea6376d1e212 ran · our draft was wrong fingerprinted MIT (permissive)
MARS: Unleashing the Power of Speculative Decoding via Margin-Aware Verification added by Syntology 2026-01 (from id) 5SSjw/MARS/mars/model/cnets.py e03d53ba9d4f9ae5 ran · our draft was wrong fingerprinted MIT (permissive)
MARS: Unleashing the Power of Speculative Decoding via Margin-Aware Verification added by Syntology 2026-01 (from id) 5SSjw/MARS/mars/model/modeling_llama_kv.py ded2d9e57bfdee4e unverified MIT (permissive)
UniX: Unifying Autoregression and Diffusion for Chest X-Ray Understanding and Generation added by Syntology 2026-01 (from id) ZrH42/UniX/modeling/unix/siglip_navit.py cec833a99feb528c ran · honoured contract fingerprinted MIT (permissive)
STReasoner: Empowering LLMs for Spatio-Temporal Reasoning in Time Series via Spatial-Aware Reinforcement Learning added by Syntology 2026-01 (from id) LingFengGold/STReasoner/base_model/Config-Qwen2.5-14B-Instruct/modeling_qwen2.py b99eea6376d1e212 ran · our draft was wrong fingerprinted MIT (permissive)
FOAM: Blocked State Folding for Memory-Efficient LLM Training added by Syntology 2025-12 (from id) zqOuO/FOAM/peft_pretraining/modeling_llama.py b99eea6376d1e212 ran · our draft was wrong fingerprinted no licence file found · pointer only
From Static Structures to Ensembles: Studying and Harnessing Protein Structure Tokenization added by Syntology 2025-11 (from id) IDEA-XL/TokenMD/esm/layers/rotary.py 163292f43a3c861b ran fingerprinted no licence file found · pointer only
LiveStar: Live Streaming Assistant for Real-World Online Video Understanding added by Syntology 2025-11 (from id) yzy-bupt/LiveStar/inference/modeling_livestar_llm.py b99eea6376d1e212 ran · our draft was wrong fingerprinted no licence file found · pointer only
IG-Pruning: Input-Guided Block Pruning for Large Language Models added by Syntology 2025-11 (from id) ictnlp/IG-Pruning/src/models/dsr_modeling_llama.py b99eea6376d1e212 ran · our draft was wrong fingerprinted no licence file found · pointer only
Information-Theoretic Discrete Diffusion added by Syntology 2025-10 (from id) Dongjae0324/infodis/model/rotary.py 8526ce179df04bd4 ran · honoured contract fingerprinted no licence file found · pointer only
Edit Less, Achieve More: Dynamic Sparse Neuron Masking for Lifelong Knowledge Editing in LLMs added by Syntology 2025-10 (from id) LiuJinzhe-Keepgoing/NMKE/modeling_llama.py b99eea6376d1e212 ran · our draft was wrong fingerprinted no licence file found · pointer only
Sparser Block-Sparse Attention via Token Permutation added by Syntology 2025-10 (from id) xinghaow99/pbs-attn/pbs_attn/patch/huggingface.py e03d53ba9d4f9ae5 ran · our draft was wrong fingerprinted no licence file found · pointer only
MeCeFO: Enhancing LLM Training Robustness via Fault-Tolerant Optimization added by Syntology 2025-10 (from id) pkumelon/MeCeFO/peft_pretraining/modeling_llama.py e03d53ba9d4f9ae5 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
AnyUp: Universal Feature Upsampling added by Syntology 2025-10 (from id) identical code first harvested elsewhere 437c7011506995a3 ran · honoured contract fingerprinted licence of this copy not recorded
Situat3DChange: Situated 3D Change Understanding Dataset for Multimodal Large Language Model added by Syntology 2025-10 (from id) RuipingL/Situat3DChange/SCReasoner/model/transformers.py e03d53ba9d4f9ae5 ran · our draft was wrong fingerprinted CC-BY-4.0 · pointer only
ViSpec: Accelerating Vision-Language Models with Vision-Aware Speculative Decoding added by Syntology 2025-09 (from id) KangJialiang/ViSpec/vispec/model/modeling_mixtral_kv.py b99eea6376d1e212 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
ViSpec: Accelerating Vision-Language Models with Vision-Aware Speculative Decoding added by Syntology 2025-09 (from id) KangJialiang/ViSpec/vispec/model/cnets.py e03d53ba9d4f9ae5 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
ViSpec: Accelerating Vision-Language Models with Vision-Aware Speculative Decoding added by Syntology 2025-09 (from id) KangJialiang/ViSpec/vispec/model/modeling_llama_kv.py b71b0ed70aa2939c ran fingerprinted Apache-2.0 (permissive)
Draw-In-Mind: Rebalancing Designer-Painter Roles in Unified Multimodal Models Benefits Image Editing added by Syntology 2025-09 (from id) showlab/DIM/models/modeling_qwen2_5_vl.py e03d53ba9d4f9ae5 ran · our draft was wrong fingerprinted no licence file found · pointer only
Uni-cot: Towards Unified Chain-of-Thought Reasoning Across Text and Vision added by Syntology 2025-08 (from id) Fr0zenCrane/UniCoT/modeling/qwen2/modeling_qwen2.py b99eea6376d1e212 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Uni-cot: Towards Unified Chain-of-Thought Reasoning Across Text and Vision added by Syntology 2025-08 (from id) Fr0zenCrane/UniCoT/modeling/bagel/siglip_navit.py cec833a99feb528c ran · honoured contract fingerprinted Apache-2.0 (permissive)
FeDaL: Federated Dataset Learning for General Time Series Foundation Models added by Syntology 2025-08 (from id) shengchaochen82/FeDaL/layers/SelfAttention_Family.py 06b7cb00db5681c0 unverified MIT (permissive)
arXiv:2507.23284 2025-07 (from id) mlvlab/BLiM/videochat_flash/modeling_qwen2_flash.py b99eea6376d1e212 ran · our draft was wrong fingerprinted MIT (permissive)
arXiv:2507.22424 2025-07 (from id) PineTreeWss/SpecVLA/openvla/specdecoding/model/cnets.py b99eea6376d1e212 ran · our draft was wrong fingerprinted MIT (permissive)
arXiv:2507.22424 2025-07 (from id) PineTreeWss/SpecVLA/openvla/specdecoding/model/modeling_llama_kv.py ded2d9e57bfdee4e unverified MIT (permissive)
arXiv:2507.10419 2025-07 (from id) Victorletzelter/LoRA-MCL/ALMA/modeling_xalma.py b99eea6376d1e212 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Flow-Anchored Consistency Models 4 Jul 2025 ali-vilab/FACM/ldit/pos_embed.py 58823d9435a8751b ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
arXiv:2507.02581 2025-07 (from id) Ashespt/S2DC/Pretrain/models/modules.py a3ec43c12656acbb ran · our draft was wrong fingerprinted no licence file found · pointer only
Kwai Keye-VL Technical Report 2 Jul 2025 kwai-keye/keye/keye-vl-8b-preview/modeling_keye.py e03d53ba9d4f9ae5 ran · our draft was wrong fingerprinted no licence file found · pointer only
arXiv:2507.01299 2025-07 (from id) alibaba/EfficientAI/larosa/inference/modeling_llama_larosa.py b99eea6376d1e212 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models 25 Jun 2025 thecommonirin/qresafe/quant-with-ft/models/modeling_llama_quant.py b99eea6376d1e212 ran · our draft was wrong fingerprinted no licence file found · pointer only
LongWriter-Zero: Mastering Ultra-Long Text Generation via Reinforcement Learning 23 Jun 2025 thudm/longwriter/train/patch/modeling_llama.py b99eea6376d1e212 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Show-o2: Improved Native Unified Multimodal Models 18 Jun 2025 showlab/Show-o/show-o2/models/modules.py b99eea6376d1e212 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
video-SALMONN 2: Captioning-Enhanced Audio-Visual Large Language Models 18 Jun 2025 bytedance/video-salmonn-2/video_SALMONN2_plus/qwenvl/model/modeling_qwen2_5_vl.py e03d53ba9d4f9ae5 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention 16 Jun 2025 minimax-ai/minimax-m1/modeling_minimax_m1.py b99eea6376d1e212 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
arXiv:2506.12687 2025-06 (from id) Yuzt-zju/CoCorrRec/model/cocorrrec/ttt.py b99eea6376d1e212 ran · our draft was wrong fingerprinted BSD-3-Clause (permissive)
Query-Focused Retrieval Heads Improve Long-Context Reasoning and Re-ranking 11 Jun 2025 princeton-pli/QRHead/src/qrretriever/custom_modeling_llama.py b99eea6376d1e212 ran · our draft was wrong fingerprinted MIT (permissive)
arXiv:2506.09351 2025-06 (from id) yuchenblah/DIVE/models/llama/modeling_llama.py b99eea6376d1e212 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Ming-Omni: A Unified Multimodal Model for Perception and Generation 11 Jun 2025 inclusionai/ming/modeling_bailing_moe_v2.py b99eea6376d1e212 ran · our draft was wrong fingerprinted MIT (permissive)
MMSU: A Massive Multi-task Spoken Language Understanding and Reasoning Benchmark 5 Jun 2025 QwenLM/Qwen2.5-Omni/low-VRAM-mode/modeling_qwen2_5_omni_low_VRAM_mode.py e03d53ba9d4f9ae5 ran · our draft was wrong fingerprinted Apache-2.0 recorded; this copy not marked cleared · pointer only
dLLM-Cache: Accelerating Diffusion Large Language Models with Adaptive Caching 17 May 2025 maomaocun/dLLM-cache/dllm_cache/hooks/cache_hook_LLaDA_V.py e03d53ba9d4f9ae5 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
ChatVLA-2: Vision-Language-Action Model with Open-World Embodied Reasoning from Pretrained Knowledge 28 May 2025 tutujingyugang1/ChatVLA_public/qwen2_vla/models/modeling_qwen2_vla.py b99eea6376d1e212 ran · our draft was wrong fingerprinted MIT (permissive)
Pretraining Language Models to Ponder in Continuous Space 27 May 2025 identical code first harvested elsewhere b99eea6376d1e212 ran · our draft was wrong fingerprinted licence of this copy not recorded
Attributing Response to Context: A Jensen-Shannon Divergence Driven Mechanistic Study of Context Attribution in Retrieval-Augmented Generation 22 May 2025 ruizheliUOA/ARC_JSD/llm_models/modeling_gemma2.py b99eea6376d1e212 ran · our draft was wrong fingerprinted MIT (permissive)
Transformer Copilot: Learning from The Mistake Log in LLM Fine-tuning 22 May 2025 jiaruzouu/transformercopilot/src/Decoder_Only/copilot/modeling_flax_llama.py 6b3f1075d5cc01c4 ran · honoured contract fingerprinted MIT (permissive)
Emerging Properties in Unified Multimodal Pretraining 20 May 2025 neverbiasu/ComfyUI-BAGEL/modeling/bagel/siglip_navit.py cec833a99feb528c ran · honoured contract fingerprinted Apache-2.0 (permissive)
UniCTokens: Boosting Personalized Understanding and Generation via Unified Concept Tokens 20 May 2025 arctanxarc/unictokens/models/phi.py b99eea6376d1e212 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
VideoEval-Pro: Robust and Realistic Long Video Understanding Evaluation 20 May 2025 opengvlab/videochat-flash/llava-train_videochat/llava/model/language_model/modeling_qwen2_flash.py b99eea6376d1e212 ran · our draft was wrong fingerprinted MIT (permissive)
Multi-Token Prediction Needs Registers 15 May 2025 nasosger/mutor/language_modeling/src/models/llama_mutor.py b99eea6376d1e212 ran · our draft was wrong fingerprinted MIT (permissive)
Multi-Token Prediction Needs Registers 15 May 2025 nasosger/mutor/language_modeling/src/models/gemma_mutor.py e03d53ba9d4f9ae5 ran · our draft was wrong fingerprinted MIT (permissive)
Parallel Scaling Law for Language Models 15 May 2025 identical code first harvested elsewhere e03d53ba9d4f9ae5 ran · our draft was wrong fingerprinted licence of this copy not recorded
Unified Continuous Generative Models 12 May 2025 LINs-Lab/UCGM/networks/pos_embed.py 58823d9435a8751b ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink-Free 10 May 2025 qiuzh20/gated_attention/modeling_qwen3.py b99eea6376d1e212 ran · our draft was wrong fingerprinted MIT (permissive)

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