Tag: speculative decoding
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The Cloudflare Blog: Workers AI gets a speed boost, batch workload support, more LoRAs, new models, and a refreshed dashboard
Source URL: https://blog.cloudflare.com/workers-ai-improvements/ Source: The Cloudflare Blog Title: Workers AI gets a speed boost, batch workload support, more LoRAs, new models, and a refreshed dashboard Feedly Summary: We just made Workers AI inference faster with speculative decoding & prefix caching. Use our new batch inference for handling large request volumes seamlessly. AI Summary and Description:…
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The Register: Cerebras to light up datacenters in North America and France packed with AI accelerators
Source URL: https://www.theregister.com/2025/03/11/cerebras_dc_buildout/ Source: The Register Title: Cerebras to light up datacenters in North America and France packed with AI accelerators Feedly Summary: Plus, startup’s inference service makes debut on Hugging Face Cerebras has begun deploying more than a thousand of its dinner-plate sized-accelerators across North America and parts of France as the startup looks…
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Hacker News: Sidekick: Local-first native macOS LLM app
Source URL: https://github.com/johnbean393/Sidekick Source: Hacker News Title: Sidekick: Local-first native macOS LLM app Feedly Summary: Comments AI Summary and Description: Yes **Summary:** Sidekick is a locally running application designed to harness local LLM capabilities on macOS. It allows users to query information from their files and the web without needing an internet connection, emphasizing privacy…
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Hacker News: Looking Back at Speculative Decoding
Source URL: https://research.google/blog/looking-back-at-speculative-decoding/ Source: Hacker News Title: Looking Back at Speculative Decoding Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the advancements in large language models (LLMs) centered around a technique called speculative decoding, which significantly improves inference times without compromising output quality. This development is particularly relevant for professionals in…
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Hacker News: Has DeepSeek improved the Transformer architecture
Source URL: https://epoch.ai/gradient-updates/how-has-deepseek-improved-the-transformer-architecture Source: Hacker News Title: Has DeepSeek improved the Transformer architecture Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the innovative architectural advancements in DeepSeek v3, a new AI model that boasts state-of-the-art performance with significantly reduced training times and computational demands compared to its predecessor, Llama 3. Key…
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The Register: Cheat codes for LLM performance: An introduction to speculative decoding
Source URL: https://www.theregister.com/2024/12/15/speculative_decoding/ Source: The Register Title: Cheat codes for LLM performance: An introduction to speculative decoding Feedly Summary: Sometimes two models really are faster than one Hands on When it comes to AI inferencing, the faster you can generate a response, the better – and over the past few weeks, we’ve seen a number…
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Hacker News: Fast LLM Inference From Scratch (using CUDA)
Source URL: https://andrewkchan.dev/posts/yalm.html Source: Hacker News Title: Fast LLM Inference From Scratch (using CUDA) Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text provides a comprehensive overview of implementing a low-level LLM (Large Language Model) inference engine using C++ and CUDA. It details various optimization techniques to enhance inference performance on both CPU…
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Hacker News: Cerebras Inference now 3x faster: Llama3.1-70B breaks 2,100 tokens/s
Source URL: https://cerebras.ai/blog/cerebras-inference-3x-faster/ Source: Hacker News Title: Cerebras Inference now 3x faster: Llama3.1-70B breaks 2,100 tokens/s Feedly Summary: Comments AI Summary and Description: Yes Summary: The text announces a significant performance upgrade to Cerebras Inference, showcasing its ability to run the Llama 3.1-70B AI model at an impressive speed of 2,100 tokens per second. This…
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Hacker News: AMD Unveils Its First Small Language Model AMD-135M
Source URL: https://community.amd.com/t5/ai/amd-unveils-its-first-small-language-model-amd-135m/ba-p/711368 Source: Hacker News Title: AMD Unveils Its First Small Language Model AMD-135M Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the launch of AMD’s first small language model (SLM), AMD-135M, which incorporates speculative decoding to enhance performance significantly in natural language processing. This development highlights AMD’s commitment to…