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
2025-02-07	Hierarchically parallel langevin training	547
2025-02-03	conversation segmentation	811
2025-01-28	Fancy prompt chain for building up a context for greenfield AI coding	555
2025-01-23	Progress - floating on an expanding bubble of increasing levels of complexity	3001
2025-01-23	source following for audio	1135
2024-12-29	train an LLM with a "sense of self" token	1641
2024-12-13	Dataset Release = Dataset + DB	201	[](./tags/public good.md)
2024-12-13	AuditorLLM	310
2024-11-22	Scratchpad Prompting	673
2024-09-25	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
2024-04-10	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	5366
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
2024-02-14	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	Population Convergence Training	622
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	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
2023-09-21	investigating identity formation as a concrete example of grokking dynamics (+ NameBasis)	7169
2023-09-19	photo auto organizer	195
2023-08-31	(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
2023-08-12	Ai art methods masterclass	295
2023-08-12	Think Like a Neural Network: Transferring neural problem solving strategies for every day life	1005
2023-08-12	Course teaches intermediate python generative art topics by building a simple ai art library	5999
2023-08-11	Early Adoption: How to Contribute to Cutting Edge Research w/o needing a PhD	3431
2023-08-09	"prior probing" for "safety"/nsfw scoring (model rating)	604
2023-08-09	What is it like to be NASA?	7998
2023-08-09	auto green screen	176
2023-08-06	git-tree	120
2023-08-04	ethics of training on public data	129
2023-08-04	model sanitizer	226
2023-08-04	prompt2startup	1512
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	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	Graph analytics on checkpoints	280
2023-07-25	Klmc2 Edit exploration	256
2023-07-25	Stable paintbrush	269
2023-07-25	generative outfill	116
2023-07-25	KLMC2 Prompt Entanglement Notebook	869
2023-07-25	standalone utility for adding latent encoding to exif	233
2023-07-25	Palette of Priors	533
2023-07-25	checkpoint-to-LoRA	356
2023-07-25	denoising gradient descent	91
2023-07-22	my time at microsoft	1746
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	klmc2 as video init	230
2023-06-23	Seed differentiable vectorization with paths inferred from semantic segmentation	768
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
2023-05-12	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	conversational agent to assist with narrative world building	285
2023-04-07	data science project investigating "language acquisition" for TTI prompting	1319
2023-04-07	video edit model + klmc2 + cold-diffusion = text2video	1279
2023-04-07	executable readme	1287
2023-04-07	FOSS Touch Designer	797
2023-04-07	INR CNN Filter Learning	526
2023-04-07	P+ prompt inversion	405
2023-04-07	contrastive learning as ontological intentionality triangulation	972
2023-04-07	k-dimensional rotation as an AI art animation	357
2023-04-07	Is "Idea Factory" a job title?	178
2023-04-07	warp klmc2.md	819
2023-04-07	research and publication in the age of social media	2752
2023-04-07	chatgpt hotkeys	265
2023-04-07	look-ahead traversal sampling	1184
2023-04-07	Relevance map	579
2023-04-07	Brushstroke Diffusion	1408
2023-04-07	Pre-train and Release ViT-VQGAN and RQ-VAE checkpoints	633
2023-04-04	auto-coderTROTFO: structured LLM colaboration	1223
2023-04-03	github-pages blog + substack?	481
2023-04-03	parallel diffusion	1209
2023-04-01	Paranoid Android	1666
2023-03-31	Quorum	379
2023-03-30	product thinking AI	14400
2023-03-24	accelerated finetuning with "menu of marginals"	694
2023-03-24	GPT assisted CI/CD	990
2023-03-24	"why do you want to know?"-instruct-esque-fintetuning	1987
2023-03-23	On Openness in AI	517
2023-03-23	mini RWKV port	778
2023-03-23	metatron: simple utility for connecting STT/TTS with apis	285
2023-03-22	Make an NLP dataset out of the Stanford Encyclopedia of Philosophy	727
2023-03-21	Bam: Alignment Solved.	2166
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	klmc2 rotoscoping	926
2023-03-02	Pandas Wrangler	910
2023-02-25	[vktrs] USCSB -> SD	265
2023-02-23	Learned conditional semantic controls	781
2023-02-23	audioreactive tide	4302
2023-02-17	content helping people understand klmc2	414
2023-02-17	lego diffusion	188
2023-02-16	video caption (chain of thought) to text2video	410
2023-02-15	AI-ify bond clown chase scene	379
2023-02-09	Physics For ML	828
2023-02-05	test as you go programming	663
2023-01-29	alt gh account for blogging w githubb as publication platform	305
2023-01-27	image to image video game movie	391
2023-01-20	On Paperclip Problems	30222
2023-01-18	gh as blogging platform	520
2023-01-18	CLIP auto organizer	458
2023-01-12	karlo + DIP	358
2023-01-06	Open Assistant	1017
2022-12-31	camera motion diffusion: few-shot finetuning using semantic checkpoint merging	838
2022-12-29	The Shape Of Data	22991
2022-12-26	hyper-embedding	325
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
2022-11-23	i-like-that-shirt.com	510
2022-10-28	minibatch bootstrapped gradients	550
2022-10-28	focal finetuning	351
2022-10-26	multimae +text	479
2022-10-24	micro epoch training	733
2022-10-21	diegetic classifier	381
2022-10-20	random batch + random average for massive asynchronous data-parallel training	3694
2022-10-19	DINO diffusion	334
2022-10-19	sparse-latent-inpainting-interpolation.md	584
2022-10-05	dreambooth lite	421
2022-10-02	On "The Singularity"	475
2022-10-02	Auto-illustrator	344
2022-10-01	Expectation regularized diffusion process	952
2022-09-30	personalized guided meditation	255
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	docstring to CLI	238
2022-09-08	differentiable control flow parameterizations	713
2022-09-05	Diffusion that respects transparency	246
2022-08-25	fully deterministic animation	278
2022-08-15	animation thing with shadow and 2scoops	118
2022-08-15	Automated Video Description for Vision Impaired	5070
2022-08-15	turn this into a template	186
2022-08-15	conlang generator	267
2022-08-15	declarative infill	748
2022-08-15	code2commit learning	466
2022-08-15	comment zapper.md	390
2022-08-15	Train a SinNeRF on an AI-generated animation (e.g. PyTTI)	647
2022-08-15	registered datasets for stability compute	284
2022-08-15	multimodal model trained on comicbooks	402
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	Tool for Converting Google Colab "Forms" UI annotations to a more environment agnostic framework	414
2022-08-15	personalized VQVAE	519
2022-08-15	Deep DSL	4090
2022-08-08	Grimoire: Prompting Toolbox	1371
2022-08-07	GAUDI-XL	1175
2022-08-06	design a 'file type' (or related spec/standard)	5288
2022-08-04	xpost reddit comments to twitter threads	387
2022-07-29	TTI cpu inference stack	382
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
2022-07-14	Layer-wise Super Resolution	2118
2022-07-14	Fast Fourier Convolution FlexConv	297
2022-07-14	FlowFrames linux port	400
2022-07-11	Fingertrip tracking for hardware-free gloving practice	275
2022-07-09	Deep Image Prior with a UNet whose conv kernels are FlexConvs	123
2022-07-09	Denser CLIP representations	558
2022-07-09	CLIP with RWKV replacing QKV	159
2022-07-08	Scale-Agnostic VQGAN	387
2022-07-07	narrative coherence via 'video understanding' prior	185
2022-07-06	finetune a segmentation model on a medical classification task	476
2022-07-05	implicit CNN filters	329
2022-07-04	RETRO-ViT	1572

[](./tags/public good.md)