… Related 5 self-hosted LLMs I use for specific tasks My customized, self-hosted AI workflow What makes self-hosted LLMs actually powerful The power of the always-on local intelligence layer The true strength of a self-hosted LLM isn't found in a sleek UI; it’s in the infrastructure. …
… Ask LLMs to read forums and publicly shared code on the topic. Have LLMs perform EDA to determine relationships between features and targets for feature engineering. Ask LLMs for ideas based on the current knowledge base. Have humans brainstorm with LLMs and create ideas together. …
… View all posts by Maximilien Breughe View all posts by Maximilien Breughe About Michael Ferry Michael Ferry is a software engineering manager on the NVIDIA TensorRT team, where he leads the TensorRT Edge-LLM, Automotive Safety, and New Platforms teams. …
Papers arxiv:2605.11733 Position: LLM Inference Should Be Evaluated as Energy-to-Token Production Published on May 12 Submitted by Xiang Liu on May 14 Authors: Xiang Liu , , , , , , , Abstract LLM inference should be evaluated as energy-to-token production under constraints of compute, power, cooli… …
Current LLM benchmarks are broken. We think long horizon "world" building could be an interesting additional way to evaluate LLMs, since it combines many aspects such as need for advanced reasoning, tool calling, working…
Hi HN! We’re Ethan and Danny, the authors of Tangent (https://github.com/telophasehq/tangent), a Rust-based log pipeline where all normalization, enrichment, and detection logic runs as WASM plugins.We kept seeing the sa…
… It earned its spot I didn’t really set out to rely on a local LLM. …
… Related I don't pay for ChatGPT, Perplexity, Gemini, or Claude – I stick to my self-hosted LLMs instead There's no point in relying on AI tools when my local LLMs can handle everything Ebook2Audiobook runs the entire text-to-speech pipeline locally And its web UI makes the process fairly simple Com… …
… It makes my local LLM feel more proactive, not just reactive. SearXNG Connect your local LLM to a private internet SearXNG gives my local LLM access to real-time information without depending on Google or other tracking-heavy search engines. …
… Following these trends, an annual FPGA design competition piloted an LLM-aided Vitis HLS optimization track. The track was jointly initiated by the AMD University Program to bridge the gap between academic research findings, student design competitions, and industry engineering practice. …
… Mar 09, 2026 By Tianhao Xu , Ben Hamm , Aichen Feng , Jason Zhou and Kimi Zhao Discuss 0 Discuss 0 L T F R E Deploying and optimizing large language models LLMs for high-performance, cost-effective serving can be an overwhelming engineering problem. …
… Skip Softmax Attention can be enabled through the sparse attention configuration of the LLM API: from tensorrt llm import LLM from tensorrt llm.llmapi import SkipSoftmaxAttentionConfig sparse attention config = SkipSoftmaxAttentionConfig threshold scale factor=1000.0 Additionally, the threshold sca… …
