dmarx / bench-warmers

DigThatData's Public Brainstorming space
https://github.com/dmarx/bench-warmers/tree/main#readme
MIT License
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DigThatData's Bench Projects!

Come one! Come all! We've got something for everyone!

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See template repository with setup instructions here: https://github.com/dmarx/workbench

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last_modified title est. idea maturity tags
2024-09-22 Minimal "Global Workspace" 972
2024-09-16 re-emit probability 1186
2024-09-15 LLM personal archive pre-processing (e.g. search prompt) 1739
2024-09-08 Reflector: independent interjection classification via reflection pretrained distillation 272
2024-08-09 troll tanishq 87
2024-05-11 Spectral Scheduling 495
2024-05-07 contrastive learning of graph/manifold hierarchy 646
2024-05-07 Knowledge-Nucleated Dynamic Curriculum Learning 2146
2024-05-07 gif idea: "something's wrong" -> puts money over eyes 127
2024-05-07 Spectral Reduction Allegory - Matrix factorization of movies and users 3244
2024-04-14 Continous Graph Embedding 2332
2024-04-14 Continous Graph Embedding 2332
2024-04-12 sandbox to probe scaling laws for representation learning 1164
2024-03-26 jax support for tensorizer 274
2024-03-21 thinking fast and slow 622
2024-03-15 master document for LLM Finetune ideas 5361
2024-03-05 Predict learning trajectories conditioned on model embeddings 897
2024-03-02 memorization scaling law 2559
2024-03-02 Fit a LoRA paramerized by a VAE 76
2024-02-28 Dataset preprocessing for code-gen finetuning 513
2024-02-27 LoRA as a Topic Model 3495
2024-02-11 ELI5: history of the VAE 9866
2024-02-06 opt-in.ai 184
2024-01-27 open source guild UBI 645
2024-01-21 community traversal batch sampling 2903
2024-01-18 Split LoRA: hiding a third LoRA in the weights of two other LoRAs 388
2024-01-15 Diffusion Video Models for Climate Change Prediction 1005
2024-01-06 Population Convergence Training 622
2024-01-06 in-context RL with AlphaGo-esque self-play 253
2023-12-26 BiaB: Business in a Bottle 124
2023-12-01 use TTI generation exercises to teach visual vocabulary 218
2023-11-29 Van gogh lora 149
2023-11-29 publish pre-tensorized checkpoints 76
2023-10-19 dragdiffusion node for comfyui 67
2023-10-12 [ComfyUI Node] Depth "merge" with Boosting Monocular Depth 86
2023-09-27 publish a journal as a github repo 304
2023-09-23 investigating identity formation as a concrete example of grokking dynamics (+ NameBasis) 7169
2023-09-19 photo auto organizer 195
2023-08-23 (draft) vktrs design whitepaper 1134
2023-08-22 marble machine X x pytti-tools: video series building up an AI 4 creatives tool piece by piece 251
2023-08-22 Nonprofit to support FOSS devs 2000
2023-08-13 Ai art methods masterclass 295
2023-08-12 Course teaches intermediate python generative art topics by building a simple ai art library 5999
2023-08-11 Seed differentiable vectorization with paths inferred from semantic segmentation 768
2023-08-11 Early Adoption: How to Contribute to Cutting Edge Research w/o needing a PhD 3431
2023-08-11 Think Like a Neural Network: Transferring neural problem solving strategies for every day life 1005
2023-08-09 "prior probing" for "safety"/nsfw scoring (model rating) 604
2023-08-09 git-tree 120
2023-08-09 auto green screen 176
2023-08-06 ethics of training on public data 129
2023-08-04 model sanitizer 226
2023-08-03 Tattoo Ideas 78
2023-08-02 Notes on differentiable permutations 1241
2023-08-01 simulating regional neuronal promotion/suppression in ANN activations 721
2023-07-31 font diffusion 117
2023-07-30 Population-based training + evolutionary strategies via locally correlated constraint 495
2023-07-29 insta-edit 425
2023-07-29 contrastive circuit sharpening 561
2023-07-29 weights, checkpoints, and .half() 53
2023-07-25 Social Media and Singularity Theory: Information geometry and society 5192
2023-07-25 Graph analytics on checkpoints 280
2023-07-25 Stego db 136
2023-07-25 Yaml-state 167
2023-07-25 Self-serve data lake 315
2023-07-25 Contrapositive odds-ratio for clip zero-shot classification AND GUIDANCE 200
2023-07-25 Klmc2 Edit exploration 256
2023-07-25 Stable paintbrush 269
2023-07-25 generative outfill 116
2023-07-25 checkpoint-to-LoRA 356
2023-07-25 denoising gradient descent 91
2023-07-25 Palette of Priors 533
2023-07-22 my time at microsoft 1746
2023-07-19 klmc2 as video init 230
2023-07-16 What is it like to be NASA? 7998
2023-07-14 Technical Constraints Considered Harmful. 177
2023-07-14 CLIP ReLoRA 141
2023-07-11 personalized anything 4159
2023-07-10 cycle refinement as mode finding (via fixed point iteration/annealing) 506
2023-07-07 attribution distillation/tuning 204
2023-07-06 Diffusion2GAN - GAN PEFT on diffusion generations 346
2023-06-28 AI bob ross youtube channel/twitter 191
2023-06-26 standalone utility for adding latent encoding to exif 233
2023-06-15 animating on autopilot 2013
2023-06-15 animation autopilot 126
2023-06-03 Intro to Latents: The Geometry of Ideas 305
2023-05-20 multimodal multiconditioning adaptor 105
2023-05-16 student-teacher model compression 319
2023-05-13 Sliding Tiling 859
2023-04-25 hypernetwork code embedding 889
2023-04-24 a1111 lessons learned 2586
2023-04-23 twin mixing bootstrap regularization 897
2023-04-15 subtitles to storyboard 1060
2023-04-14 LLM Helper 182
2023-04-14 we need a documentation embedding standard 2245
2023-04-11 Private Tutor 819
2023-04-07 lego diffusion 188
2023-04-07 Pre-train and Release ViT-VQGAN and RQ-VAE checkpoints 633
2023-04-07 Diffusion that respects transparency 246
2023-04-07 content helping people understand klmc2 414
2023-04-07 alt gh account for blogging w githubb as publication platform 305
2023-04-07 finetune a segmentation model on a medical classification task 476
2023-04-07 github-pages blog + substack? 481
2023-04-07 AI-ify bond clown chase scene 379
2023-04-07 sparse-latent-inpainting-interpolation.md 584
2023-04-07 personalized guided meditation 255
2023-04-07 karlo + DIP 358
2023-04-07 Relevance map 579
2023-04-07 data science project investigating "language acquisition" for TTI prompting 1319
2023-04-07 k-dimensional rotation as an AI art animation 357
2023-04-07 On "The Singularity" 475
2023-04-07 image to image video game movie 391
2023-04-07 Auto-illustrator 344
2023-04-07 minibatch bootstrapped gradients 550
2023-04-07 implicit CNN filters 329
2023-04-07 "why do you want to know?"-instruct-esque-fintetuning 1987
2023-04-07 Fast Fourier Convolution FlexConv 297
2023-04-07 mini RWKV port 778
2023-04-07 TTI cpu inference stack 382
2023-04-07 i-like-that-shirt.com 510
2023-04-07 hyper-embedding 325
2023-04-07 gh as blogging platform 520
2023-04-07 CLIP with RWKV replacing QKV 159
2023-04-07 Fingertrip tracking for hardware-free gloving practice 275
2023-04-07 metatron: simple utility for connecting STT/TTS with apis 285
2023-04-07 Brushstroke Diffusion 1408
2023-04-07 dreambooth lite 421
2023-04-07 INR CNN Filter Learning 526
2023-04-07 parallel diffusion 1209
2023-04-07 conversational agent to assist with narrative world building 285
2023-04-07 video caption (chain of thought) to text2video 410
2023-04-07 FlowFrames linux port 400
2023-04-07 Scale-Agnostic VQGAN 387
2023-04-07 test as you go programming 663
2023-04-07 focal finetuning 351
2023-04-07 diegetic classifier 381
2023-04-07 xpost reddit comments to twitter threads 387
2023-04-07 Bam: Alignment Solved. 2166
2023-04-07 DINO diffusion 334
2023-04-07 Denser CLIP representations 558
2023-04-07 warp klmc2.md 819
2023-04-07 prompt2startup 1512
2023-04-04 auto-coderTROTFO: structured LLM colaboration 1223
2023-04-02 GPT assisted CI/CD 990
2023-04-01 Paranoid Android 1666
2023-03-30 P+ prompt inversion 405
2023-03-25 Quorum 379
2023-03-24 accelerated finetuning with "menu of marginals" 694
2023-03-23 On Openness in AI 517
2023-03-23 Make an NLP dataset out of the Stanford Encyclopedia of Philosophy 727
2023-03-23 product thinking AI 14400
2023-03-15 Internal team of Open Source devs as mechanism to promote benefits of open source development practices on non-open codebase 3762
2023-03-15 Git Utilities to simulate Github "Private Branch" functionality 1517
2023-03-10 chatgpt hotkeys 265
2023-03-09 Is "Idea Factory" a job title? 178
2023-03-06 KLMC2 Prompt Entanglement Notebook 869
2023-03-03 executable readme 1287
2023-03-02 Pandas Wrangler 910
2023-02-23 look-ahead traversal sampling 1184
2023-02-23 audioreactive tide 4302
2023-02-16 video edit model + klmc2 + cold-diffusion = text2video 1279
2023-02-07 Physics For ML 828
2023-02-05 contrastive learning as ontological intentionality triangulation 972
2023-01-27 Open Assistant 1017
2023-01-24 [vktrs] USCSB -> SD 265
2023-01-20 On Paperclip Problems 30222
2023-01-18 CLIP auto organizer 458
2023-01-15 The Shape Of Data 22991
2022-12-31 camera motion diffusion: few-shot finetuning using semantic checkpoint merging 838
2022-12-31 klmc2 rotoscoping 926
2022-12-29 design a 'file type' (or related spec/standard) 5288
2022-12-28 Learned conditional semantic controls 781
2022-12-21 Test-Driven Development as a programming language: prompting an entire software library. 804
2022-11-29 stick-breaking prior for semi-correlated feature initialization 633
2022-11-23 layer-wise update cadences 2139
2022-10-30 research and publication in the age of social media 2752
2022-10-28 multimae +text 479
2022-10-24 micro epoch training 733
2022-10-20 random batch + random average for massive asynchronous data-parallel training 3694
2022-10-05 Automated Video Description for Vision Impaired 5070
2022-10-01 Expectation regularized diffusion process 952
2022-09-29 Predictive Safety for First Responders 1237
2022-09-23 Whisper STT + timestamps 847
2022-09-09 Free to mint nfts with Github + PGP 2101
2022-09-08 fully deterministic animation 278
2022-09-08 docstring to CLI 238
2022-09-08 differentiable control flow parameterizations 713
2022-08-15 animation thing with shadow and 2scoops 118
2022-08-15 declarative infill 748
2022-08-15 Deep Image Prior with a UNet whose conv kernels are FlexConvs 123
2022-08-15 code2commit learning 466
2022-08-15 multimodal model trained on comicbooks 402
2022-08-15 GAUDI-XL 1175
2022-08-15 Inverse Heat Dissipation Model with FlexConvs 1001
2022-08-15 learning image segmentation from a colorization task 216
2022-08-15 flow field compositor 557
2022-08-15 NeRF-GAN / VQ-NeRF for procedural generation 314
2022-08-15 single video sparse quantized auto-encoder 556
2022-08-15 RETRO-ViT 1572
2022-08-15 Tool for Converting Google Colab "Forms" UI annotations to a more environment agnostic framework 414
2022-08-15 personalized VQVAE 519
2022-08-15 narrative coherence via 'video understanding' prior 185
2022-08-15 turn this into a template 186
2022-08-12 Deep DSL 4090
2022-08-07 Grimoire: Prompting Toolbox 1371
2022-07-27 infinite canvas stylegan-xl 776
2022-07-25 Design and train a model whose underlying representation was engineered specifically for text guided animation 404
2022-07-21 LAION++ Enriched Dataset 936
2022-07-18 comment zapper.md 390
2022-07-14 registered datasets for stability compute 284
2022-07-14 Layer-wise Super Resolution 2118
2022-07-14 conlang generator 267
2022-07-08 FOSS Touch Designer 797
2022-07-04 Train a SinNeRF on an AI-generated animation (e.g. PyTTI) 647