🍀 Concentration shapes movement and direction.
📊 High density speeds interaction; dispersed allows broader growth.
🌐 KosinCapital maps patterns within operational flow.
🔍 Awareness of density ensures coherent, stable outcomes.
#KosinCapital#Density#ProcessFlow
Primeiro modelo fine-tuned que eu lancei publicamente: Qwen2.5-1.5B-ProcessFlow-v1.7-LoRA.
Nao e um modelo de producao. E o RESULTADO da validacao empirica que postei mais cedo: Qwen2.5-1.5B base treinado via Unsloth LoRA r=32 em 108k samples do dataset ProcessFlow v1.7, 3 epochs no RTX PRO 6000 Blackwell.
Resultado interno: PFE-Eval subiu de 0.217 pra 0.899 ( 0.681 delta), PPL test_clean 7.258 → 2.638, HumanEval sem regressao. Todos os 3 gates de validacao passaram.
O que isso significa: o dataset ProcessFlow ENSINA de verdade. Esse modelo e a prova viva. Agora vou escalar pra batches maiores e modelos maiores (Gemma 4 31B proximo) com confianca.
Apache 2.0. Aberto pra quem quiser testar, criticar, ou tentar reproduzir.
huggingface.co/caiovicentino…
Acabei de publicar meu primeiro dataset no HuggingFace: ProcessFlow.
E um dataset process-centric pra treinar agentes de codigo. Foco em tool-use, debugging, refactoring, postmortem e chain-of-thought de processo longo.
Tamanho: 100K-1M samples. Multi-formato (messages, alpaca, sharegpt) pra plugar em qualquer pipeline de fine-tune.
Empiricamente validado: Qwen2.5-1.5B base fine-tuned no v1.7 com LoRA r=32, 3 epochs → delta de 0.681 no ProcessFlow-Eval (0.217 → 0.899), sem regressao no HumanEval, PPL -4.62 nats no test set.
Apache-2.0. Bora descentralizar o treinamento de agentes.
huggingface.co/datasets/caio…
Thread alert: Comparing a chemical process flow (like distillation) to a frontend user flow in React. Step 1: Input stage raw materials vs user login. More in thread! #ProcessFlow#FrontendDev#ReactJS#Chemistry#SciTech#UserFlow
Follow the thread and let me know your thoughts
do you know how much does it cost to make an Onchain Dapp and how much time does it take ?
it cost more than $50k to build a basic Dapp which is too costly and almost 6 weeks to 12 weeks are required to built that Dapp
for me the solution is @CodeXero_xyz it is one of the best AI tool which builts you the app in almost no time with flawless processflow and minimal costing in just matter of minutes you can now make your Dapp up and running pretty interesting initiative.
Discover what’s new in Creately!
🌟 From instant genogram child connectors to 21 fully localized languages, smarter org charts, and expanded process flow & logic gate shapes, design, visualize, and collaborate faster than ever. 🚀
#whatsnew#genogram#processflow#logicgates#OrgChart
Are we still pretending to read process docs? Cute.
Well, I found ProcessFlow on Launchpad this week.
It turns docs into actionable workflows, right inside the tools your team already uses!
I enjoyed this show very informative, as counsel, it empowered me to have full understand of processflow, objective reporting .
The inmate who was an attorney.. so unfortunate 🤦♂️
Keep up the good work 🙌👏👏
Is there any world in which Terraform Industries would buy surplus hydrogen? Probably the prices you'd pay would be too low for them but would you even be able to integrate it into the Terraformer processflow? Maybe they fuck up and have to sell for negative prices.
Thank you so much to the wonderful teams looking at our colorectal processes for our patients. Some fab ideas to test and see how they can improve our processes #teamwork#processflow
Lovey to meet some of our gynaecology team this morning and do some process flow work. There were some really clear areas where the process could be improved that the team were able to identify using this tool. #processflow#improvement@sathNHS