Fixstars
@Fixstars_US
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Innovators in Software Acceleration Solutions.
Irvine, CA
Joined June 2011
🌴 Fixstars is exhibiting at the Generative AI Summit Los Angeles!.📅 August 27, 2025.📍 The LINE LA.🔗 Event details: Stop by to explore how Fixstars AI Booster accelerates generative AI workloads with cutting-edge performance engineering. #Fixstars.
world.aiacceleratorinstitute.com
Join Generative AI Summit Los Angeles alongside hundreds of pioneering engineers, developers & executives that are facilitating the latest tech revolution.
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🧪 Exploring on-premise LLM deployment?. Our latest blog details how to run Llama 4 Scout using 4x H100 GPUs, with profiling via NVIDIA Nsight Systems 🔬. From setup to performance optimization, we share practical insights for infrastructure engineers and AI teams. 📘 Full
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💡AI Optimization Seminar TOMORROW! .Don't miss out on our free online seminar with Fixstars! Learn how to fine-tune your AI models for peak performance using AIBooster and discover practical strategies to cut infrastructure costs. 💸. 🗓️ Date: Tomorrow, August 14th.🕛 Time: 12
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🧠✨ Optimize your AI like a pro!.Join Fixstars’ free online seminar to explore real-world performance engineering with AIBooster 🚀. 💡 Boost AI Efficiency with Practical Strategies to Cut Infrastructure Costs .📅 Aug 14 | 12 PM PDT.📍 Zoom.🔗 Sign up:
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🎬 See Inside Your AI Workloads with Fixstars AIBooster.Ever wish you could see what’s really happening inside your GPU?.This new tutorial introduces Fixstars AIBooster — a tool that visualizes performance metrics like GPU utilization, memory usage, and job-level behavior in real
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🚀 Accelerate Your AI Workloads: Performance Engineering with Fixstars AIBooster.👉 [Register Now] Discover how to maximize AI infrastructure efficiency and significantly reduce operational costs with hands-on performance engineering strategies. Join our.
fixstars.com
Featuring real-world examples and case studies using Fixstars AIBooster, attendees will learn GPU profiling techniques, job-based performance tracking, and effective methods for identifying and...
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🚀 Just Released: Fixstars AIBooster (July 2025)!. 🔹 Unified dashboards for business & tech teams.🔹 GPU job-level metrics & Lustre file system insights.🔹 Advanced GPU profiling for rapid bottleneck detection.🔹 Automated tuning of hyperparameters in MMEngine & DeepSpeed.🔹
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Boost your ROS 2 data storage efficiency! Our new blog introduces rosbag2_storage_mcap, integrating MCAP for better performance & easier recovery. See file size comparisons with SQLite3 and why MCAP's set to be the ROS 2 default!.Learn more:
blog.us.fixstars.com
The rosbag2_storage_mcap package has been added, allowing MCAP to be selected as the storage for rosbag2. This article introduces how to use rosbag2_storage_mcap.
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Llama 4 Scout on a single H100 with INT4? Our new blog confirms it loads, but reveals surprising context limits. Crucial insights for your LLM deployments. Read more:
blog.us.fixstars.com
We verified the lightweighting of Llama 4 Scout, announced by Meta, through INT4 quantization using the official implementation. We will report in detail on its execution on a single H100 and the...
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Fine-tuning Llama 4 Scout? Our new blog dives into performance engineering with LLaMA-Factory! Learn about setup, LoRA/DeepSpeed, and optimizing GPU utilization for faster training. Master LLM fine-tuning: #Llama4 #FineTuning #PerformanceEngineering.
blog.us.fixstars.com
Fine-tuning Llama 4 Scout using LLaMA-Factory and DeepSpeed, and implementing speedups and GPU optimization through batch size adjustments. We will explain the procedure in detail.
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Unlock the full potential of Llama 4 with vLLM: context length matters!.Our new blog details optimal settings for Llama 4 Scout & Maverick models, with GPU configs & quantization insights. Optimize your LLM deployments: #Llama4 #vLLM.
blog.us.fixstars.com
Llama 4 supports a long context of up to 10 million tokens; however, for actual deployment, it's important to be mindful of library and hardware constraints. In this article, through experiments...
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Tackling Llama 4 deployment? Our new post details Fixstars' deep dive into running Llama 4 Scout on-premise. We cover performance profiling and optimizing for high-throughput inference on powerful GPUs. Discover required ingenuities for local LLM deployment:.
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Gemma 3 (27B) locally? Our new blog post dives into deploying this powerful LLM, which has shown top-tier performance even against closed models! We cover setup with Ollama and vLLM for personal & team environments. Unlock Gemma 3's potential: #Gemma3.
blog.us.fixstars.com
In this article, we actually implemented the much-talked-about 'Gemma 3 27B model' using ollama and vllm, and conducted performance verification on specific work-related tasks such as code understa...
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🚀 Experience AI performance observability — no installation needed. 👉 Try the live demo now: With Fixstars AI Booster, you can apply performance engineering to your AI workloads:.⚙️ Optimize models.💸 Cut GPU costs.📊 Gain real-time insights. #AI
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Want to run Llama 4 Scout cost-effectively? Our blog shows you how to leverage RTX 6000 Ada GPUs with llama.cpp as a more accessible alternative to the pricey H100. See how: #llama_cpp #RTX6000Ada #TechTips.
blog.us.fixstars.com
In a previous verification, we used a server equipped with an NVIDIA H100 GPU to run Llama 4 Scout. The H100 is expensive, and its implementation locations are limited due to power consumption and...
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Accelerate Your AI Workflows with Fixstars AI Booster!.👉 Download Free: 📖 Press Release: We've just released Fixstars AI Booster (FAIB)—free performance engineering software to visualize and optimize AI processing bottlenecks.
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Day 2 at OC Innovation Week 2025! 🚀Come visit us today at AV Irvine (16500 Scientific, Irvine, CA 92618) to see a live demo of Fixstars AI Booster. Discover how our solution accelerates your AI workloads while cutting GPU costs.
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