Tag: MoE
-
Simon Willison’s Weblog: Quoting Ahmed Al-Dahle
Source URL: https://simonwillison.net/2025/Apr/5/llama-4/#atom-everything Source: Simon Willison’s Weblog Title: Quoting Ahmed Al-Dahle Feedly Summary: The Llama series have been re-designed to use state of the art mixture-of-experts (MoE) architecture and natively trained with multimodality. We’re dropping Llama 4 Scout & Llama 4 Maverick, and previewing Llama 4 Behemoth.
Llama 4 Scout is highest performing small… -
Hacker News: Every Flop Counts: Scaling a 300B LLM Without Premium GPUs
Source URL: https://arxiv.org/abs/2503.05139 Source: Hacker News Title: Every Flop Counts: Scaling a 300B LLM Without Premium GPUs Feedly Summary: Comments AI Summary and Description: Yes Summary: This technical report presents advancements in training large-scale Mixture-of-Experts (MoE) language models, namely Ling-Lite and Ling-Plus, highlighting their efficiency and comparable performance to industry benchmarks while significantly reducing training…
-
Hacker News: Aiter: AI Tensor Engine for ROCm
Source URL: https://rocm.blogs.amd.com/software-tools-optimization/aiter:-ai-tensor-engine-for-rocm™/README.html Source: Hacker News Title: Aiter: AI Tensor Engine for ROCm Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses AMD’s AI Tensor Engine for ROCm (AITER), emphasizing its capabilities in enhancing performance across various AI workloads. It highlights the ease of integration with existing frameworks and the significant performance…
-
Hacker News: Hunyuan T1 Mamba Reasoning model beats R1 on speed and metrics
Source URL: https://tencent.github.io/llm.hunyuan.T1/README_EN.html Source: Hacker News Title: Hunyuan T1 Mamba Reasoning model beats R1 on speed and metrics Feedly Summary: Comments AI Summary and Description: Yes Summary: The text describes Tencent’s innovative Hunyuan-T1 reasoning model, a significant advancement in large language models that utilizes reinforcement learning and a novel architecture to improve reasoning capabilities and…
-
Cloud Blog: Google Cloud at GTC: A4 VMs now generally available, A4X VMs in preview
Source URL: https://cloud.google.com/blog/products/compute/google-cloud-goes-to-nvidia-gtc/ Source: Cloud Blog Title: Google Cloud at GTC: A4 VMs now generally available, A4X VMs in preview Feedly Summary: At Google Cloud, we’re thrilled to return to NVIDIA’s GTC AI Conference in San Jose CA this March 17-21 with our largest presence ever. The annual conference brings together thousands of developers, innovators,…
-
Hacker News: DeepSeek Open Source Optimized Parallelism Strategies, 3 repos
Source URL: https://github.com/deepseek-ai/profile-data Source: Hacker News Title: DeepSeek Open Source Optimized Parallelism Strategies, 3 repos Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses profiling data from the DeepSeek infrastructure, specifically focusing on the training and inference framework utilized for AI workloads. It offers insights into communication-computation strategies and implementation specifics, which…
-
Slashdot: DeepSeek Accelerates AI Model Timeline as Market Reacts To Low-Cost Breakthrough
Source URL: https://slashdot.org/story/25/02/25/1533243/deepseek-accelerates-ai-model-timeline-as-market-reacts-to-low-cost-breakthrough?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: DeepSeek Accelerates AI Model Timeline as Market Reacts To Low-Cost Breakthrough Feedly Summary: AI Summary and Description: Yes Summary: The text discusses the rapid development and competitive advancements of DeepSeek, a Chinese AI startup, as it prepares to launch its R2 model. This model aims to capitalize on its…