#machinlearning — Public Fediverse posts

For those asking versus an RTX 4000 vs RTX 5000 on a laptop, wait if you can.

Unless you have a very good offer on an old RTX 4000 Mobile series, you may wait for RTX 5000 with their better Ray Tracing and DLSS4 performance.

#NVIDIA #RTX #Laptop #Laptops #RTX5070 #RTX5070Ti #RTX5080 #RTX5090 #RayTracing #PathTracing #DLSS #DLSS4 #GeForce #Hardware #PCHardware #LaptopHardware #Videogames #Gaming #Games #AI #ML #MachinLearning #LM #LLM #LargeLanguageModel

Excitement started building yesterday around rumors that Llama 3.1 (open source) would outperform proprietary models like GPT-4o. Now we have the public release, so people can judge for themselves. 1/2 #machinlearning #MLSky Meta announcement: ai.meta.com/blog/meta-ll...

@look997 to przemyślenie brzmi bardziej jak emocjonalne zaburzenie lub dewiacja na punkcie całkiem ludzkich relacji. Lepiej pograć w simsy, tamagotchi czy pokemony.

Zrozumienie #machinlearning czyli #nauczaniemaszynowe to klucz do tego aby zrozumieć jak działa i skąd otrzymywany jest wynik prompt w popularnych teraz modelach dopełniania czy czatowania - w tym nie ma "czarnej magii" i proszę nie personifikować i przypisywać cech stricte "ludzkich" technologii, która zawiła i nie do końca już zrozumiała w działaniu, której efekt jest tak wspaniały, to jednak ten efekt nie został stworzony przy użyciu "czarnej magii"...

Przypomina mi się słynny wykład Jamesa Veitch'a apropos spamu jako przykład podobnej relacji:

https://www.youtube.com/watch?v=davHBmGQFCQ

Polecam więcej relacji z tymi realnymi, ludzkimi przyjaciółkami - może trafi się taka, co by chętnie posłuchała o #ai, hm? Wtedy będzie to już ludzka i nie zmyślona relacja 😉

🔎What's in a layer?🌹🕵🏻‍♀️

Representations are vectors
If only they were words...

Finding:
Any layer can be mapped well to another linearly
Simple, efficient & interpretable
& improves early exit

https://arxiv.org/abs/2303.09435v1
Story and 🧵
#nlproc #deepRead #MachinLearning

Runway's got a new quick training tool for simple models:

#machinlearning #aitools #stablediffusion

@runwayml

We want to pretrain🤞
Instead we finetune🚮😔
Could we collaborate?🤗

ColD Fusion:
🔄Recycle finetuning to multitask
➡️evolve pretrained models forever

On 35 datasets
+2% improvement over RoBERTa
+7% in few shot settings
🧵

#NLProc #MachinLearning #NLP #ML #modelRecyclying #collaborativeAI #scientivism #pretrain

We want to pretrain🤞
Instead we finetune🚮😔
Could we collaborate?🤗

ColD Fusion:
🔄Recycle finetuning to multitask
➡️evolve pretrained models forever

On 35 datasets
+2% improvement over RoBERTa
+7% in few shot settings
🧵

#NLProc #MachinLearning #NLP #ML #modelRecyclying #collaborativeAI #scientivism #pretrain

We want to pretrain🤞
Instead we finetune🚮😔
Could we collaborate?🤗

ColD Fusion:
🔄Recycle finetuning to multitask
➡️evolve pretrained models forever

On 35 datasets
+2% improvement over RoBERTa
+7% in few shot settings
🧵

#NLProc #MachinLearning #NLP #ML #modelRecyclying #collaborativeAI #scientivism #pretrain

We want to pretrain🤞
Instead we finetune🚮😔
Could we collaborate?🤗

ColD Fusion:
🔄Recycle finetuning to multitask
➡️evolve pretrained models forever

On 35 datasets
+2% improvement over RoBERTa
+7% in few shot settings
🧵

#NLProc #MachinLearning #NLP #ML #modelRecyclying #collaborativeAI #scientivism #pretrain

We want to pretrain🤞
Instead we finetune🚮😔
Could we collaborate?🤗

ColD Fusion:
🔄Recycle finetuning to multitask
➡️evolve pretrained models forever

On 35 datasets
+2% improvement over RoBERTa
+7% in few shot settings
🧵

#NLProc #MachinLearning #NLP #ML #modelRecyclying #collaborativeAI #scientivism #pretrain

We want to pretrain🤞
Instead we finetune🚮😔
Could we collaborate?🤗

ColD Fusion:
🔄Recycle finetuning to multitask
➡️evolve pretrained models forever

On 35 datasets
+2% improvement over RoBERTa
+7% in few shot settings
🧵

#NLProc #MachinLearning #NLP #ML #modelRecyclying

“Neuroevolution enables important capabilities that are typically unavailable to gradient-based approaches, including learning neural network building blocks (for example activation functions), hyperparameters, architectures and even the algorithms for learning themselves [...] This Review looks at several key aspects of modern neuroevolution”

https://www.nature.com/articles/s42256-018-0006-z

#Neuroscience #MachinLearning #Neuroevolution #ANN #BioInspiredComputing

Artificial intelligence in factory maintenance is no longer a matter of the future - Undetected machine failures are the most expensive ones. That is why many manufact... - https://readwrite.com/artificial-intelligence-in-factory-maintenance-is-no-longer-a-matter-of-the-future/ #machinlearning #futureofai #readwrite #startup #iot #ai