Tag: quantization

  • Simon Willison’s Weblog: deepseek-ai/DeepSeek-V3-0324

    Source URL: https://simonwillison.net/2025/Mar/24/deepseek/ Source: Simon Willison’s Weblog Title: deepseek-ai/DeepSeek-V3-0324 Feedly Summary: deepseek-ai/DeepSeek-V3-0324 Chinese AI lab DeepSeek just released the latest version of their enormous DeepSeek v3 model, baking the release date into the name DeepSeek-V3-0324. The license is MIT, the README is empty and the release adds up a to a total of 641 GB…

  • Simon Willison’s Weblog: deepseek-ai/DeepSeek-V3-0324

    Source URL: https://simonwillison.net/2025/Mar/24/deepseek/ Source: Simon Willison’s Weblog Title: deepseek-ai/DeepSeek-V3-0324 Feedly Summary: deepseek-ai/DeepSeek-V3-0324 Chinese AI lab DeepSeek just released the latest version of their enormous DeepSeek v3 model, baking the release date into the name DeepSeek-V3-0324. The license is MIT, the README is empty and the release adds up a to a total of 641 GB…

  • The Register: DeepSeek-R1-beating perf in a 32B package? El Reg digs its claws into Alibaba’s QwQ

    Source URL: https://www.theregister.com/2025/03/16/qwq_hands_on_review/ Source: The Register Title: DeepSeek-R1-beating perf in a 32B package? El Reg digs its claws into Alibaba’s QwQ Feedly Summary: How to tame its hypersensitive hyperparameters and get it running on your PC Hands on How much can reinforcement learning – and a bit of extra verification – improve large language models,…

  • Cloud Blog: ScaNN for AlloyDB: The first PostgreSQL vector search index that works well from millions to billion of vectors

    Source URL: https://cloud.google.com/blog/products/databases/how-scann-for-alloydb-vector-search-compares-to-pgvector-hnsw/ Source: Cloud Blog Title: ScaNN for AlloyDB: The first PostgreSQL vector search index that works well from millions to billion of vectors Feedly Summary: Executive Summary – ScaNN for AlloyDB is the first Postgres-based vector search extension that supports vector indexes of all sizes, while providing fast index builds, fast transactional updates,…

  • Hacker News: A Practical Guide to Running Local LLMs

    Source URL: https://spin.atomicobject.com/running-local-llms/ Source: Hacker News Title: A Practical Guide to Running Local LLMs Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the intricacies of running local large language models (LLMs), emphasizing their applications in privacy-critical situations and the potential benefits of various tools like Ollama and Llama.cpp. It provides insights…

  • Hacker News: Show HN: TypeLeap: LLM Powered Reactive Intent UI/UX

    Source URL: https://www.typeleap.com/ Source: Hacker News Title: Show HN: TypeLeap: LLM Powered Reactive Intent UI/UX Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces TypeLeap UI/UX, a dynamic interface concept that uses Large Language Models (LLMs) to interpret user intent in real-time as they type. This innovative approach aims to transform user…

  • Hacker News: Smaller but Better: Unifying Layout Generation with Smaller LLMs

    Source URL: https://arxiv.org/abs/2502.14005 Source: Hacker News Title: Smaller but Better: Unifying Layout Generation with Smaller LLMs Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper presents LGGPT, a large language model designed for unified layout generation, emphasizing its efficiency and performance even with a smaller size compared to larger models. It introduces novel…

  • Hacker News: SVDQuant+NVFP4: 4× Smaller, 3× Faster FLUX with 16-bit Quality on Blackwell GPUs

    Source URL: https://hanlab.mit.edu/blog/svdquant-nvfp4 Source: Hacker News Title: SVDQuant+NVFP4: 4× Smaller, 3× Faster FLUX with 16-bit Quality on Blackwell GPUs Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the release of SVDQuant, a new low-precision quantization paradigm that supports NVIDIA’s NVFP4 architecture on Blackwell GPUs. It highlights significant improvements in model accuracy,…