I replaced GitHub Copilot with a self-hosted AI and I won’t go back
…Frontier models are better at planning and execution than local LLMs, but the gap is narrowing as local models improve. I can use a 256K context window on my GPU with Qwen3…
…Frontier models are better at planning and execution than local LLMs, but the gap is narrowing as local models improve. I can use a 256K context window on my GPU with Qwen3…
…Combined with richer user context and powerful local tools, these advances are unlocking new possibilities on AI PCs, especially on DGX Spark, with its 128GB of unified memory that supports models with…
…And, by running models locally, you basically have your privacy safeguarded as well, which has been a big concern with DeepSeek's AI models. Fortunately, AMD has pushed out an extensive guide…
…Most of what Claude and other local AI models would be trained on is probably older Fabric APIs. Dropping to 1.20.1 puts us back in territory where Fabric tooling is…
…database, and Ollama which is the local model runner. You grab the docker-compose.yml file from the official quick-start local guide on GitHub , drop it in an empty folder, and…
…llama.cpp is an open-source C++ runtime for running large language models locally, built by Georgi Gerganov in March 2023 right after Meta dropped the LLaMA weights. And actually, llama.cpp…
…to configure the model during the initial installation Step 1: Install OpenClaw Run the following command on your local machine or droplet (Mac/Linux): curl -fsSL https://openclaw.ai/install.sh | bash…
AI coding agents now run real shell commands on your machine — rm -rf, git push --force, DROP TABLE, dd, writes straight to disk. Almost always that's fine. The one time it isn't (a hallucinated path, a prompt-injected i…
Hi HN, I'm Antoine Zambelli, AI Director at Texas Instruments.I built Forge, an open-source reliability layer for self-hosted LLM tool-calling.What it does:- Adds domain-and-tool-agnostic guardrails (retry nudges, step e…
!UPDATE!(20.05.2026) WE HAVE NEW NUMBERS FROM 1.500+ TESTS IT'S WORKING! check my update post https://www.reddit.com/r/LocalLLaMA/s/AyNOehjkYT Or the go straight to the my Github https://github.com/OttoRenner/Gentle-Codi…
There is a lot of disdain for DGX Sparks here on the sub. And I get it. A lot of people say “It could have been great if it had been better memory bandwidth”, “SM-121 is a fake /second-class Blackwell chip” yadda, yadda.…
Recently I was using functiongemma and watched it load and run local source code as a tool call without any training/tuning. A couple days later I got Qwen35 in Open-WebUI to use the "native" tool-calling. With Open-WebU…
…When it comes to prompting, local models respond a lot better to explicit instructions than cloud models do. They don’t infer context as well, so "analyze the following document and flag…
…this model for a while now so I have a feel for where it hits walls and how to prompt it properly (though I’m still discovering better local AI habits every…
…my own model over, and put it through my usual local setup. Want to stay in the loop with the latest in AI? The XDA AI Insider newsletter drops weekly with deep…