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Tag: transformer models

  • The Register: Boffins detail new algorithms to losslessly boost AI perf by up to 2.8x

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/07/17/new_algorithms_boost_ai_perf/ Source: The Register Title: Boffins detail new algorithms to losslessly boost AI perf by up to 2.8x Feedly Summary: New spin on speculative decoding works with any model – now built into Transformers We all know that AI is expensive, but a new set of algorithms developed by researchers at the Weizmann…

  • Hacker News: Implementing LLaMA3 in 100 Lines of Pure Jax

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    Kurt Seifried
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    Source URL: https://saurabhalone.com/blogs/llama3/web Source: Hacker News Title: Implementing LLaMA3 in 100 Lines of Pure Jax Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides a comprehensive tutorial on implementing the LLaMA 3 language model using JAX, emphasizing its functional programming nature and its suitability for educational purposes. This tutorial is particularly relevant…

  • Hacker News: Large Language Models Think Too Fast to Explore Effectively

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    Kurt Seifried
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    Source URL: https://arxiv.org/abs/2501.18009 Source: Hacker News Title: Large Language Models Think Too Fast to Explore Effectively Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper titled “Large Language Models Think Too Fast To Explore Effectively” investigates the exploratory capabilities of Large Language Models (LLMs). It highlights that while LLMs excel in many domains,…

  • Hacker News: Multi-head latent attention (DeepSeek) and other KV cache tricks explained

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    Kurt Seifried
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    Source URL: https://www.pyspur.dev/blog/multi-head-latent-attention-kv-cache-paper-list Source: Hacker News Title: Multi-head latent attention (DeepSeek) and other KV cache tricks explained Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses advanced techniques in Key-Value (KV) caching that enhance the efficiency of language models like ChatGPT during text generation. It highlights how these optimizations can significantly reduce…

  • Hacker News: AI hallucinations: Why LLMs make things up (and how to fix it)

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    system automation
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    Source URL: https://www.kapa.ai/blog/ai-hallucination Source: Hacker News Title: AI hallucinations: Why LLMs make things up (and how to fix it) Feedly Summary: Comments AI Summary and Description: Yes Summary: The text addresses a critical issue in AI, particularly with Large Language Models (LLMs), known as “AI hallucination.” This phenomenon presents significant challenges in maintaining the reliability…

  • Hacker News: Spotify cuts developer access to several of its recommendation features

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    Source URL: https://techcrunch.com/2024/11/27/spotify-cuts-developer-access-to-several-of-its-recommendation-features/ Source: Hacker News Title: Spotify cuts developer access to several of its recommendation features Feedly Summary: Comments AI Summary and Description: Yes Summary: Spotify has announced significant changes to its API access, restricting third-party developers from utilizing key features related to song recommendations and audio analysis. This move appears to aim at…

  • Hacker News: AMD Releases ROCm Version 6.3

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    Source URL: https://insidehpc.com/2024/11/amd-releases-rocm-version-6-3/ Source: Hacker News Title: AMD Releases ROCm Version 6.3 Feedly Summary: Comments AI Summary and Description: Yes Summary: AMD’s ROCm Version 6.3 enhances AI and HPC workloads through its advanced features like SGLang for generative AI, optimized FlashAttention-2, integration of the AMD Fortran compiler, and new multi-node FFT support. This release is…

  • Hacker News: You could have designed state of the art positional encoding

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    Source URL: https://fleetwood.dev/posts/you-could-have-designed-SOTA-positional-encoding Source: Hacker News Title: You could have designed state of the art positional encoding Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the evolution of positional encoding in transformer models, specifically focusing on Rotary Positional Encoding (RoPE) as utilized in modern language models like Llama 3.2. It explains…

  • Hacker News: Oasis: A Universe in a Transformer

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    system automation
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    Source URL: https://oasis-model.github.io/ Source: Hacker News Title: Oasis: A Universe in a Transformer Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces Oasis, a groundbreaking real-time, open-world AI model designed for video gaming, which generates gameplay entirely through AI. This innovative model leverages fast transformer inference to create an interactive gaming experience…