| Modelpedia: A Catalog of Model Findings for the Meta-Science of AI added by Syntology |
2026-09 (from id) |
tatsu-lab/stanford_alpaca/generate_instruction.py 9b2dd0265fc6e6b6 |
ran · our draft was wrong
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Apache-2.0 (permissive) |
| DGNet: Dual-knowledge Guided Network for Infrared Small Target Detection added by Syntology |
2026-09 (from id) |
iLearn-Lab/MM26-DGNet/prepare_text_features.py 107a6ad0d5281629 |
unverified |
Apache-2.0 (permissive) |
| AMATA: Adaptive Multi-Agent Trajectory Alignment for Knowledge-Intensive Question Answering added by Syntology |
2026-05 (from id) |
tatsu-lab/stanford_alpaca/generate_instruction.py 9b2dd0265fc6e6b6 |
ran · our draft was wrong
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Apache-2.0 (permissive) |
| Perturb a Model, Not an Image: Towards Robust Privacy Protection via Anti-Personalized Diffusion Models added by Syntology |
2025-11 (from id) |
KU-VGI/APDM/protect.py 24a0be604862ac52 |
unverified |
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| arXiv:2507.18537 |
2025-07 (from id) |
ali-vilab/TTS-VAR/tts-var/utils_run.py 17efe355dd8c0401 |
unverified |
MIT (permissive) |
| T-LoRA: Single Image Diffusion Model Customization Without Overfitting |
8 Jul 2025 |
controlgenai/t-lora/flux/model/encode.py a4b9b4e076ac221d |
unverified |
MIT (permissive) |
| ORV: 4D Occupancy-centric Robot Video Generation |
3 Jun 2025 |
orangesodahub/orv/orv/models/text_encoder.py 59483a2ba1d88b48 |
unverified |
MIT (permissive) |
| Fine-tuning Quantized Neural Networks with Zeroth-order Optimization |
19 May 2025 |
maifoundations/qzo/large_language_models/utils.py e82be1ebda714ec3 |
unverified |
MIT (permissive) |
| Lumina-Image 2.0: A Unified and Efficient Image Generative Framework |
27 Mar 2025 |
Alpha-VLLM/Lumina-Image-2.0/sample.py 2efc694c55219099 |
unverified |
Apache-2.0 (permissive) |
| InsViE-1M: Effective Instruction-based Video Editing with Elaborate Dataset Construction |
26 Mar 2025 |
langmanbusi/insvie/CogVideo/finetune/train_cogvideox_image_to_video_lora.py e1f46e5593d36bb6 |
unverified |
MIT (permissive) |
| ART: Anonymous Region Transformer for Variable Multi-Layer Transparent Image Generation |
25 Feb 2025 |
microsoft/art-msra/multi_layer_gen/custom_pipeline.py 06d07c5e65ea4167 |
unverified |
MIT (permissive) |
| FantasyID: Face Knowledge Enhanced ID-Preserving Video Generation |
2025-02 (from id) |
Fantasy-AMAP/fantasy-id/models/utils.py 70450d0b824cf3e6 |
unverified |
Apache-2.0 (permissive) |
| Ingredients: Blending Custom Photos with Video Diffusion Transformers |
3 Jan 2025 |
feizc/ingredients/models/utils.py 9ca4e9fb5eb8034d |
unverified |
Apache-2.0 (permissive) |
| EraseAnything: Enabling Concept Erasure in Rectified Flow Transformers |
29 Dec 2024 |
tomguluson92/eraseanything/prompt_process.py 39f2be6188e09424 |
unverified |
BSD-3-Clause (permissive) |
| CLEAR: Conv-Like Linearization Revs Pre-Trained Diffusion Transformers Up |
20 Dec 2024 |
huage001/clear/cache_prompt_embeds.py 67daa643d2f19a49 |
unverified |
Apache-2.0 (permissive) |
| Infinity: Scaling Bitwise AutoRegressive Modeling for High-Resolution Image Synthesis |
5 Dec 2024 |
FoundationVision/Infinity/tools/run_infinity.py c490ce79bba70918 |
ran · fixture could not drive it
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MIT (permissive) |
| PhyT2V: LLM-Guided Iterative Self-Refinement for Physics-Grounded Text-to-Video Generation |
30 Nov 2024 |
pittisl/phyt2v/finetune/train_cogvideox_lora.py e1f46e5593d36bb6 |
unverified |
no licence file found · pointer only |
| SplatFlow: Multi-View Rectified Flow Model for 3D Gaussian Splatting Synthesis |
25 Nov 2024 |
gohyojun15/SplatFlow/model/multiview_rf/text_embedding.py eba7c5bb84f9ef7a |
unverified |
no licence file found · pointer only |
| SelfCodeAlign: Self-Alignment for Code Generation |
31 Oct 2024 |
sahil280114/codealpaca/generate_instruction.py 9b2dd0265fc6e6b6 |
ran · our draft was wrong
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Apache-2.0 (permissive) |
| Meta-Unlearning on Diffusion Models: Preventing Relearning Unlearned Concepts |
16 Oct 2024 |
sail-sg/Meta-Unlearning/src/esd_meta.py afadc09b5d93d079 |
ran
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no licence file found · pointer only |
| Zeroth-Order Fine-Tuning of LLMs in Random Subspaces |
11 Oct 2024 |
zimingyy/subzero/large_models/utils.py f53e3216ab15d617 |
ran
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GPL-3.0 (copyleft) · pointer only |
| T2V-Turbo-v2: Enhancing Video Generation Model Post-Training through Data, Reward, and Conditional Guidance Design |
8 Oct 2024 |
Ji4chenLi/t2v-turbo/train_t2v_turbo_v1_lora.py 7f3df606111e13f3 |
ran
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| TweedieMix: Improving Multi-Concept Fusion for Diffusion-based Image/Video Generation |
8 Oct 2024 |
kwongihyun/tweediemix/concept_training/diffusers_training_xl_lora.py aaeaf6d5b92e765e |
unverified |
no licence file found · pointer only |
| TweedieMix: Improving Multi-Concept Fusion for Diffusion-based Image/Video Generation |
8 Oct 2024 |
kwongihyun/tweediemix/fusion_generation/fusion_sampling.py 6acfa115a97ea2a8 |
unverified |
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| PixWizard: Versatile Image-to-Image Visual Assistant with Open-Language Instructions |
23 Sep 2024 |
afeng-x/pixwizard/sample_pixwizard.py a36c1723b0978202 |
ran
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MIT (permissive) |
| I-SHEEP: Self-Alignment of LLM from Scratch through an Iterative Self-Enhancement Paradigm |
15 Aug 2024 |
multimodal-art-projection/I-SHEEP/seed_ppl/generate_instruction.py ca84d7c5495591c0 |
ran
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| UltraEdit: Instruction-based Fine-Grained Image Editing at Scale |
7 Jul 2024 |
pkunlp-icler/ultraedit/traning/train_sd3_pix2pix.py 1b3f076c87d15223 |
unverified |
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| GLAD: Towards Better Reconstruction with Global and Local Adaptive Diffusion Models for Unsupervised Anomaly Detection |
11 Jun 2024 |
hyao1/glad/main_multi.py d846bc783d914e10 |
ran
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MIT (permissive) |
| TLCM: Training-efficient Latent Consistency Model for Image Generation with 2-8 Steps |
9 Jun 2024 |
oppo-mente-lab/tlcm/inference.py 72d7509c87ae204d |
ran · our draft was wrong
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no licence file found · pointer only |
| Long and Short Guidance in Score identity Distillation for One-Step Text-to-Image Generation |
3 Jun 2024 |
mingyuanzhou/SiD-LSG/training/sid_sd_util.py b4e975940805a660 |
ran
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Apache-2.0 (permissive) |
| QuanTA: Efficient High-Rank Fine-Tuning of LLMs with Quantum-Informed Tensor Adaptation |
31 May 2024 |
quanta-fine-tuning/quanta/run/utils/utils.py f53e3216ab15d617 |
ran
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Apache-2.0 (permissive) |
| Exploring Backdoor Vulnerabilities of Chat Models |
3 Apr 2024 |
hychaochao/chat-models-backdoor-attacking/Instructional_Model_Backdoor/generate_instruction.py 9b2dd0265fc6e6b6 |
ran · our draft was wrong
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Apache-2.0 (permissive) |
| LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement |
22 Mar 2024 |
squeezeailab/llm2llm/GSM8K/generate_data.py 74a36abacb50f6d4 |
unverified |
MIT (permissive) |
| Distribution-Aware Data Expansion with Diffusion Models |
11 Mar 2024 |
haoweiz23/distdiff/dataloader.py a8377f4852c0c2ce |
ran
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no licence file found · pointer only |
| How Susceptible are Large Language Models to Ideological Manipulation? |
18 Feb 2024 |
kaichen23/llm_ideo_manipulate/code/generate_instruction.py c67ba3938cb8e42e |
ran
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MIT (permissive) |
| Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark |
18 Feb 2024 |
zo-bench/zo-llm/zo-bench/utils.py f53e3216ab15d617 |
ran
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GPL-3.0 (copyleft) · pointer only |
| Improving Weak-to-Strong Generalization with Scalable Oversight and Ensemble Learning |
1 Feb 2024 |
adam-bjtu/w2sg/src/icl-based-W2SG/7b_icl_noprob_percent.py 3873716656168a03 |
ran
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no licence file found · pointer only |
| Improving Weak-to-Strong Generalization with Scalable Oversight and Ensemble Learning |
1 Feb 2024 |
adam-bjtu/w2sg/src/icl-based-W2SG/7b_icl_prob_3_percent.py 4776f43dacd6fc88 |
ran
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no licence file found · pointer only |
| RotationDrag: Point-based Image Editing with Rotated Diffusion Features |
12 Jan 2024 |
tony-lowe/rotationdrag/utils/lora_utils.py 328d82b219eefea6 |
ran
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Apache-2.0 (permissive) |
| ZO-AdaMU Optimizer: Adapting Perturbation by the Momentum and Uncertainty in Zeroth-order Optimization |
23 Dec 2023 |
mathisall/zo-adamu/utils.py 7c5d9ba063f6642c |
ran
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no licence file found · pointer only |
| Sparse is Enough in Fine-tuning Pre-trained Large Language Models |
19 Dec 2023 |
song-wx/SIFT/exp/instruction_finetuning/generate_instruction.py 9b2dd0265fc6e6b6 |
ran · our draft was wrong
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no licence file found · pointer only |
| RTLCoder: Fully Open-Source and Efficient LLM-Assisted RTL Code Generation Technique |
2023-12 (from id) |
hkust-zhiyao/rtl-coder/data_generation/instruction_gen.py 4d13a0dab511543a |
unverified |
no licence file found · pointer only |
| SwiftBrush: One-Step Text-to-Image Diffusion Model with Variational Score Distillation |
8 Dec 2023 |
vinairesearch/swiftbrush/train_swiftbrush.py 1d3562ea7817fc97 |
ran
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licence not identified · pointer only |
| SwiftBrush: One-Step Text-to-Image Diffusion Model with Variational Score Distillation |
8 Dec 2023 |
vinairesearch/swiftbrush/infer.py 24114a88cc0719ad |
unverified |
licence not identified · pointer only |
| DPZero: Private Fine-Tuning of Language Models without Backpropagation |
14 Oct 2023 |
Liang137/DPZero/opt/src/utils.py 7c5d9ba063f6642c |
ran
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MIT (permissive) |
| Extrapolating Large Language Models to Non-English by Aligning Languages |
9 Aug 2023 |
NJUNLP/x-LLM/generate_instruction.py 9b2dd0265fc6e6b6 |
ran · our draft was wrong
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Apache-2.0 (permissive) |
| Fine-Tuning Language Models with Just Forward Passes |
27 May 2023 |
princeton-nlp/mezo/large_models/utils.py 7c5d9ba063f6642c |
ran
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MIT (permissive) |
| Large Language Models are In-Context Semantic Reasoners rather than Symbolic Reasoners |
24 May 2023 |
xiaojuantang/icsr/finetune/generate_instruction.py 9b2dd0265fc6e6b6 |
ran · our draft was wrong
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Apache-2.0 (permissive) |
| Lion: Adversarial Distillation of Proprietary Large Language Models |
22 May 2023 |
yjiangcm/lion/src/generate_easy_instruction.py e19e3003e9840448 |
unverified |
MIT (permissive) |
| LLaMA: Open and Efficient Foundation Language Models |
27 Feb 2023 |
beomi/koalpaca/generate_instruction.py 9b2dd0265fc6e6b6 |
ran · our draft was wrong
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Apache-2.0 (permissive) |
| T2I-Adapter: Learning Adapters to Dig out More Controllable Ability for Text-to-Image Diffusion Models |
16 Feb 2023 |
tencentarc/t2i-adapter/train_sketch.py 9bea602aecc8946a |
ran · our draft was wrong
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no licence file found · pointer only |
| Muse: Text-To-Image Generation via Masked Generative Transformers |
2 Jan 2023 |
huggingface/amused/training/train_amused.py af6cdb4b6a4b5860 |
ran · our draft was wrong
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no licence file found · pointer only |
| Self-Instruct: Aligning Language Models with Self-Generated Instructions |
20 Dec 2022 |
fsoft-ai4code/codecapybara/data_generation/data_generation.py bde7f9e76c0f398c |
ran · our draft was wrong
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Apache-2.0 (permissive) |
| Self-Instruct: Aligning Language Models with Self-Generated Instructions |
20 Dec 2022 |
yizhongw/self-instruct/self_instruct/bootstrap_instructions.py e0456866b386ce58 |
ran · our draft was wrong
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Apache-2.0 (permissive) |
| arXiv:Wang_SleeperMark_Towards_Robust_Watermark_against_Fine-Tuning_Text-to-image_Diffusion_Models_CVPR_2025_paper |
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taco-group/SleeperMark/Stage2/utils.py dfba7fd8b7ddfd03 |
unverified |
Apache-2.0 (permissive) |
| arXiv:Chung_Fine-Tuning_Visual_Autogressive_Models_for_Subject-Driven_Generation_ICCV_2025_paper |
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jiwoogit/ARBooth/booth_train_final.py 13d25dba33e24ca1 |
unverified |
MIT (permissive) |
| arXiv:2024.findings-acl.388 |
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SqueezeAILab/LLM2LLM/GSM8K/generate_data.py 74a36abacb50f6d4 |
unverified |
MIT (permissive) |
| arXiv:2023.findings-emnlp.836 |
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IBM/ensemble-instruct/ensemble_instruct/gen_instructions.py 9591238d0a386380 |
unverified |
Apache-2.0 (permissive) |