Salman Avestimehr @avestime
Co-founder and CEO of FEDML - Dean's professor of ECE and CS at USC. Joined January 2010-
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🔥🚀 Llama3 is now available to use, privately deploy, and fine-tune on FEDML (fedml.ai/home)!
🔥🚀 Llama3 is now available to use, privately deploy, and fine-tune on FEDML (fedml.ai/home)!
Great collaboration with @ToyotaMotorCorp to bring Federated Learning into EV industry with @FEDML_AI!
Great collaboration with @ToyotaMotorCorp to bring Federated Learning into EV industry with @FEDML_AI!
#DBRX and #Grok1 are now available on FEDML Nexus AI. These are great open-source LLMs to use, fine-tune, and build AI Agents with. Side note: DBRX's support for vLLM makes it very fast to serve, while it is more difficult to accelerate Grok1. An interesting research problem …
🚀🚀 FEDML GenAI App is now launched in Discord! @FEDML_AI community members can now create stunning images right within our Discord channel (discord.com/invite/9xkW8ae…) using GenAI models in FEDML Nexus AI model hub, and served in FEDML cloud. This app showcases a glimpse into…
Model serving at scale on decentralized cloud!
Model serving at scale on decentralized cloud!
#GaLore is now used in FedML.ai, a decentralized training system running many geo-distributed 4090s. Now you can run their service to train a LLaMA-7B model on a single 4090 and they will take care of the scheduling and communication!
Enabling pre-training of foundational models on geo distributed GPU cloud!
Enabling pre-training of foundational models on geo distributed GPU cloud!
#llm #training #finetuning #genai #ml #ai #machinelearning We are excited to introduce our Serverless Training Cloud Service on FEDML Nexus AI with Seamless Experimental Tracking. It provides a variety of GPU types (A100, H100, A6000, RTX4090, etc.) for developers to train your…
🔥 🚀 FEDML x AWS! In our recent collaboration with AWS team we have developed an integrated solution for enterprises to launch Federated Learning on AWS using FEDML MLOps, Amazon EKS, and Amazon SageMaker. Read more here: lnkd.in/gXaVU8aR
🔥 🚀 FEDML x AWS! In our recent collaboration with AWS team we have developed an integrated solution for enterprises to launch Federated Learning on AWS using FEDML MLOps, Amazon EKS, and Amazon SageMaker. Read more here: lnkd.in/gXaVU8aR
We have added three new opensource genAI models on @FEDML_AI platform today for everyone to use, customize, and build powerful applications with them.
We have added three new opensource genAI models on @FEDML_AI platform today for everyone to use, customize, and build powerful applications with them.
🚀🚀🚀 Introducing FEDML Launch - Run Any GenAI Jobs on Globally Distributed GPU Cloud: Pre-training, Fine-tuning, Federated Learning, and Beyond. It's powered by FEDML Nexus AI, your generative AI platform at scale Platform: fedml.ai GitHub:…
I'm excited to share that our InstantID has been deployed on @FEDML_AI which provides the generative AI platform and foundation models to enable developers and enterprises to build and commercialize generative AI applications. Find more info at fedml.ai/home.
FEDML is at the Decentralized AGI Summit (decentralizedagi.org) at ETH Denver, where Salman Avestimehr @avestime is talking about our recent efforts on bringing popular GenAI models to FEDML Nexus AI platform to empower developers to build and monetize AI Agents and…
An exciting set of new genAI models, ideal for healthcare, edge-AI, and image synthesizing, are now available at FEDML Nexus AI Platform (fedml.ai) for developers to build their AI Agents and other applications!
An exciting set of new genAI models, ideal for healthcare, edge-AI, and image synthesizing, are now available at FEDML Nexus AI Platform (fedml.ai) for developers to build their AI Agents and other applications!
AI Agents are powerful: they use LLM as their brain, learn how to call the right external APIs for diverse tasks, and leverage RAG to expand their memory. Anyone can now easily build and deploy AI agents using FEDML Nexus AI (fedml.ai).
AI Agents are powerful: they use LLM as their brain, learn how to call the right external APIs for diverse tasks, and leverage RAG to expand their memory. Anyone can now easily build and deploy AI agents using FEDML Nexus AI (fedml.ai).
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2K Followers 252 Following Where science meets engineering, theory meets practice, and elegance meets relevance. #CornellECE The School of Electrical and Computer Engineering at Cornell🔥 Start building your own fine-tuned Llama3 on FEDML Nexus AI! Open-sourced Llama3 70B is wildly good: it's on par with the performance of closed-source GPT-4 in Chatbot Arena Leaderboard (as of April 20th, 2024). This provides an excellent opportunity for enterprises and…
🚀🚀Llama-3 + FEDML! Llama 3 is now available on FEDML Nexus AI to ➤ Access and use APIs with $20 free credit and then at Llama3-8B - $0.1 / 1M Token Llama3-70B - $0.9 / 1M Token ➤ Deploy and serve on your dedicated servers with autoscale and advanced monitoring ➤ Create…
🚀🚀 @FEDML_AI x @ToyotaMotorCorp We are excited to announce our collaboration with Toyota Motor Corporation to bring Federated Learning into the EV industry. Federated learning has the potential to revolutionize the EV industry by facilitating the development and enhancement…
🚨 @FEDML_AI is a Top Innovator Recipient presenting at Venture Summit West next Wednesday! We'll be presenting in the AI track at Venture Summit West in Silicon Valley on April 10th at 11:40 am. Excited to connect with industry leaders and investors to showcase the potential…
🔥 DBRX by @databricks and Grok1 by @xai are now available for FREE at FEDML Nexus AI! We now offer the Playground, API access, and Private Deployment for the two most recent open-source foundational models by Databricks and xAI on @FEDML_AI Model Hub…
Startup is about endless innovation and building differentiation. We are thrilled to introduce how our team innovates model serving for GenAI in all layers, including MLOps, deployment workflow, scheduling, and serving engine. 1. Five-layer Model Serving Architecture 2.…
#genai #modelserving FEDML’s Five-layer Model Serving Platform! FEDML Nexus AI platform (fedml.ai) provides one of the most advanced model inference services composed of a 5-layer architecture: Layer 0: Deployment and Inference Endpoint. This layer enables HTTPs…
#genai #modelserving FEDML’s Five-layer Model Serving Platform! FEDML Nexus AI platform (fedml.ai) provides one of the most advanced model inference services composed of a 5-layer architecture: Layer 0: Deployment and Inference Endpoint. This layer enables HTTPs…
🚀🚀 FEDML GenAI App is now launched in Discord! @FEDML_AI community members can now create stunning images right within our Discord channel (discord.com/invite/9xkW8ae…) using GenAI models in FEDML Nexus AI model hub, and served in FEDML cloud. This app showcases a glimpse into…
🚀Fun Friday News from FEDML! We’re thrilled to announce the launch of our new in-Slack FEDML GenAI App! ✨ Starting now, FEDML community members can create stunning images right within our Slack channel using GenAI models in FEDML Nexus AI model hub, and served in FEDML…
#GaLore is now used in FedML.ai, a decentralized training system running many geo-distributed 4090s. Now you can run their service to train a LLaMA-7B model on a single 4090 and they will take care of the scheduling and communication!
LinkedIn / Twitter post: 🚀 Exciting News! 🚀#pretraining #finetuning #llm #GaLore #FEDML 🌟 FEDML Nexus AI platform now unlocks the pre-training and fine-tuning of LLaMA-7B on geo-distributed RTX4090s! 📈By supporting the newly developed GaLore as a ready-to-launch job in FEDML…
LinkedIn / Twitter post: 🚀 Exciting News! 🚀#pretraining #finetuning #llm #GaLore #FEDML 🌟 FEDML Nexus AI platform now unlocks the pre-training and fine-tuning of LLaMA-7B on geo-distributed RTX4090s! 📈By supporting the newly developed GaLore as a ready-to-launch job in FEDML…
#llm #training #finetuning #genai #ml #ai #machinelearning We are excited to introduce our Serverless Training Cloud Service on FEDML Nexus AI with Seamless Experimental Tracking. It provides a variety of GPU types (A100, H100, A6000, RTX4090, etc.) for developers to train your…
Federated learning on AWS using FedML, Amazon EKS, and Amazon SageMaker aws.amazon.com/blogs/machine-…
FEDML’s Recent Advances in Federated Learning (2023-2024) As a pioneer in the field of federated learning, FEDML initially focused on an AI platform dedicated to federated learning. Over time, it evolved into a comprehensive "Your Generative AI Platform at Scale". While making…
🎇 🎉 🚀 FEDML Nexus AI is the scalable GenAI platform for developers, startups, and enterprises to run applications easily and economically. To bring innovations from research to production rapidly, today we are very excited to announce the release of three innovative…
🚀🚀🚀 Introducing FEDML Launch - Run Any GenAI Jobs on Globally Distributed GPU Cloud: Pre-training, Fine-tuning, Federated Learning, and Beyond. It's powered by FEDML Nexus AI, your generative AI platform at scale Platform: fedml.ai GitHub:…
I'm excited to share that our InstantID has been deployed on @FEDML_AI which provides the generative AI platform and foundation models to enable developers and enterprises to build and commercialize generative AI applications. Find more info at fedml.ai/home.
Next was 'AI's Role in Blockchain Development,' with @niraj, @nick_emmons, @hstyagi, @avestime and moderator @0xkenzi. They covered: • Impact of on-chain incentive mechanisms on AI development • How blockchain can ensure computational integrity in AI
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