Learn how to optimize LLMs for faster inference and better testing using powerful open source tools — boost performance without breaking the bank with Sho Akiyama & Andre Rusli at #FOSSASIASummit2025

Click here https://youtu.be/8BJLqJ7_xcc?si=eBL0trVWi6PoUpSm to watch on the FOSSASIA YouTube channel
#LLM #AI #Inference #OpenSourceTools #FOSSASIA

This New AI Scaling Method Challenges Scaling Laws — But Can It Deliver?

#AI #AIResearch #AIScaling #MachineLearning #Inference #AIModels #GenAI #TechInnovation #AIPerformance #AIEfficiency #DeepLearning

https://winbuzzer.com/2025/03/20/a-new-ai-scaling-method-challenges-traditional-growth-but-can-it-deliver-xcxwbn/

NVIDIA Dynamo: Scaling AI inference with open-source efficiency https://www.artificialintelligence-news.com/news/nvidia-dynamo-scaling-ai-inference-open-source-efficiency/ #nvidia #dynamo #opensource #inference #ai #tech #news #technology

Nvidia Dynamo: A Datacenter Scale Distributed Inference Serving Framework

https://github.com/ai-dynamo/dynamo

“How ‘inference’ is driving competition to Nvidia’s #AI chip dominance”

#NVidia / #reasoning / #inference <https://archive.md/AYHs7>

How is #censorship implemented in #deepseek? A link to #wikipedia referring to the #tienanmen square can spark an #ethical judgment on the #chinese government. Of course it dare not speak its name
Since censorship is active also on locally run model, probably it is implemented toward the last steps of #inference, while the training set was hastily used and not “curated” for censorship. #AI #LLM

@matthewberman #Ai #Reasoner #TestTimeCompute #Inference

Ep 1-22-2025

#DeepSeek R1 Fully Tested - Insane Performance

https://youtu.be/bOsvI3HYHgI?feature=shared

https://www.europesays.com/1650391/ Tech Leaders Searching for Energy Alternatives, As AI Power Use Grows #AiDevelopment #BigTechCompany #CameronPorter #electricity #Energy #EnergyAlternatives #goal #google #inference #Meta #NUCLEARENERGY #power #PreviousAiModel #stake #TechLeader #training

The converged memory architecture of #GH200 can boost TTFT (time to first token) in multiturn user interactions by up to 2x on Llama 3 70B, compared to x86-based #H100 servers

https://developer.nvidia.com/blog/nvidia-gh200-superchip-accelerates-inference-by-2x-in-multiturn-interactions-with-llama-models/

I have created an #AI Provider plugin for the #Moodle 4.5 AI subsystem to use the #Groq AI #Inference system. It is very early but I would be interested in seeing feedback. You can find it here

https://github.com/marcusgreen/moodle-aiprovider_groq

AyarLabs CEO Mark Wade: 'Copper Is Already Broken; Agentic #AI Will Require Optical I/O'

Optical die-to-die interconnects will be required to scale #LLM #inference for next-gen models in a way that makes economic sense

https://eetimes.com/ayar-ceo-copper-is-already-broken-agentic-ai-will-require-optical-i-o/

#Epidemiological #inference at threshold of #data availability: an #influenza #H1N2v #spillover event in #UK, J Roy Soc Interf.: https://royalsocietypublishing.org/doi/10.1098/rsif.2024.0168

From limited data available, we generate historical estimates of probability that #outbreak had died out in days following detection of the 1rst case. Our method suggests that outbreak could have been said to be over with 95% certainty between 19 & 29 days after 1rst case was detected, depending upon probability of a case being detected.

One benefit of RDF(S) in comparison with traditional data schema lies in its ability to allow logical inference of new knowledge. Admittedly, RDFS doesn't allow for much semantic expressivity, but we have class and property hierarchies as well as domain and range restrictions, which enable us to entail new RDF triples.

#ISE2024 lecture 07, slides: https://drive.google.com/file/d/1gJ3RD3Sz2JuEpCF-mBBfA85boYP_jrON/view?usp=drive_link

#RDF #knowledgegraphs #semanticweb #inference #symbolicAI #AI #AIart @sourisnumerique @enorouzi @shufan @fizise

Huge congrats to the amazing @Karyna_mi for her new paper! She found that mice need the ventral hippocampus to perform hidden state inference while performing a 2-armed bandit task. #neuroscience #hippocampus #inference

https://www.biorxiv.org/content/10.1101/2024.05.17.594673v1

Nvidia Hardware Is Eating the World - WIRED interview with Jensen Huang

o We are a platform company - not an application company

o We love #inference

o Performance of Blackwell is off the charts. It’s going to be incredible.

o #MooresLaw has come to an end and that if we want to continue to scale computing we have to do it at data center scale

“Moore’s law is not a limiter to computing.”

https://wired.com/story/nvidia-hardware-is-eating-the-world-jensen-huang/

What would a solid scientific study tell us: does the inverting input causally affect V_out in a typical Operational Amplifier?

See below for two accurate images at different abstraction levels.