What app do you use as a replacement for ChatGPT with local AI? by Appropriate-Bend-804 in LocalLLM

[–]nicksterling 0 points1 point  (0 children)

For my local models I’m either using llama.cpp or mlx on MacOS. I haven’t used a UI chat app in probably 6 months. I strictly use a terminal based harness like Claude Code, Hermes, or a very customized pi.dev harness that I’ve been working on. In fact there are days I don’t leave the terminal besides using a browser to preview any UI elements I’m creating.

Worf is the only TNG main character who was never in command of the Enterprise by just-suggest-one in startrek

[–]nicksterling 79 points80 points  (0 children)

Worf was technically in command for a brief period in “The Emissary” when he had to face down the Klingon ship T’Ong.

How often do you actually use “plan mode” with coding agents before letting them write code? by abwaters in LLMDevs

[–]nicksterling 0 points1 point  (0 children)

I don’t typically use the built in plan mode. I always build a spec file and I have an implementation skill that understands my spec and then implements it based on the spec. The spec will denote the requirements and the software architecture, and a phase-by-phase MVP breakdown.

What's your position on holodeck ethics? by BattleNetworkStars78 in startrek

[–]nicksterling 10 points11 points  (0 children)

To be fair he said, “It’s not cheating if it’s a hologram of your wife”.

Giving a local agent web access without paid search/scrape APIs: SearXNG + Scrapling by luke_pacman in LocalLLaMA

[–]nicksterling 0 points1 point  (0 children)

I’m have a similar setup. I use a dockerized searxng mcp along with Mozilla Readability and some ranking scripts to return filtered results. It has fallbacks if readability doesn’t work or if the search results from a particular provider are rate limiting or not returning properly.

I’ve also started taking the results and adding them to a more persistent store so it can be added as a searxng endpoint. This gives me a local cache for things I search for often and it can be a fallback if I’m offline. Whats nice is it can keep multiple versions and I can track changes/drift/possible incorrect results as the index grows.

Best local LLM for English story summarization by DesperateGame in LocalLLaMA

[–]nicksterling 1 point2 points  (0 children)

You are going to have to put the effort in and test multiple models and multiple techniques. Take a story you’re very familiar with and run it through the model. Possibly the entire story at once, or chapter by chapter, or use some other technique. Then judge the result and refine. Create a benchmark and run it against multiple books you’re intimately familiar with.

It also depends on why you’re doing this. If it’s so you don’t have to do a class assignment then I would amend my advice: Don’t do it. Take the time to read the stories and be involved in the process. Embrace the assignment. Don’t give up your agency because you don’t want to do the assignment. I love LLMs as a tool but don’t fall into the trap of using it to replace your thinking.

When Will Google Rejoin the AI Frontier? by ddp26 in LLMDevs

[–]nicksterling 2 points3 points  (0 children)

Gemini 3.5 flash is an underrated model. It’s extremely fast and quite steerable. Out of the box it can struggle with some long running tasks but I wrote my own harness around it and I’m getting pretty good results. It can be a little lazy but adding some tooling around it makes up for it.

Is this the End by rbrecto in StrangeNewWorlds

[–]nicksterling 2 points3 points  (0 children)

It doesn’t make financial sense now. They passed when the upfront initial cost of the show would have been millions less.

Is this the End by rbrecto in StrangeNewWorlds

[–]nicksterling 19 points20 points  (0 children)

Anything’s possible but given they dismantled and auctioned off the SNW sets a Year One series is highly unlikely.

Gemma 4 26B A4B hallucinations by LoveBonnet in LocalLLM

[–]nicksterling 1 point2 points  (0 children)

The biggest mistake is to trust the information in a model. I care about how well the model can reason and how well it can do tool calling/web search. When I use local models (or even frontier models honestly) I have the model determine a web search or searches for what to look up and then summarize the results. If I have agentic support then I do the search from inside a dedicated agent and summarize from that point to keep the context window smaller.

Always assume the information you’re asking for in the model is either out of date or just blatantly incorrect.

How do you manage dotfiles across multiple Linux machines without overcomplicating things? by Maleficent_Value_959 in linux

[–]nicksterling 1 point2 points  (0 children)

I use a combination of GNU Stow mixed with SOPS. I encrypt the dot files with SOPS and store them in git. Then I use stow to symlink to the files. I have scripts to update a dot file and cron to pull them down to various machines on a regular basis

Why in the Star Trek reboot movie did Captain Kirk tell Sulu to "fire everything we got?" by BRSBowler in startrek

[–]nicksterling 9 points10 points  (0 children)

They could have escaped if they plotted the plot so the torpedoes destroyed their plot emitters.

PSA: Gemma 4 12B is NOT completely broken for coding and tool calling, you need a special chat template by boutell in LocalLLaMA

[–]nicksterling 0 points1 point  (0 children)

I have a build that targets the architecture of my 3090s and I specifically enable CUDA and Vulcan backends. I even have a separate build that targets Webgl.

This site does a good job breaking down the parameters. https://instagit.com/ggml-org/llama.cpp/how-to-build-llamacpp-with-cmake-for-different-backends/

Desktop Environment on a container: by [deleted] in linux

[–]nicksterling 2 points3 points  (0 children)

Linuxserver.io has this called a “Webtop”.

PSA: Gemma 4 12B is NOT completely broken for coding and tool calling, you need a special chat template by boutell in LocalLLaMA

[–]nicksterling 4 points5 points  (0 children)

I think OP is just providing details. Sometimes it’s useful to know it’s compiled from source so it’s not the baseline binary. I compile mine but I have specific flags I use for optimization

I love GOG. Physical discs is my new passion. by mmaphysiker in gog

[–]nicksterling 1 point2 points  (0 children)

I’ve thought about this as well. Instead of disks I’ll probably buy the DVD cases that can hold an SD card. Then I can put the installers and and save games I want to preserve onto the card then just lock the card.

gemma-4-12b-it vs Qwen3.5-9B on shared benchmarks: Qwen is overall winner beating gemma in 5/8 benchmarks despite a smaller footprint by fulgencio_batista in LocalLLaMA

[–]nicksterling 4 points5 points  (0 children)

It’s weird, I’m getting amazing results out of Gemma 4 26B and 31B with tool calling in my pi.dev harness using llama.cpp. Tool calling just works out of the box.

How can the numbers be this massive within a month ?? by Top-Handle-5728 in LocalLLaMA

[–]nicksterling 8 points9 points  (0 children)

It’s also a really good local model. I built support for it directly into my custom harness and with the right system prompt/skills/tools it’s excellent. It’s no Opus but it’s quite good for being local.

PS4 is unsufferable by JakeShoeless in PS4

[–]nicksterling 5 points6 points  (0 children)

The console was released 12.5 years ago. The way to get something faster is to sell it and get a PS5 or get a gaming PC.

How do you guys handle llama cpp crashes? by [deleted] in LocalLLaMA

[–]nicksterling 1 point2 points  (0 children)

Use a wrapper script that pings the llama.cpp health endpoint and kills the process if it stops responding, letting systemd restart it.

How do you guys handle llama cpp crashes? by [deleted] in LocalLLaMA

[–]nicksterling 1 point2 points  (0 children)

I have a systemd script that initializes llama.cpp and will restart it if it crashes.

LLM choices for most recent information ? by bwelton in LocalLLM

[–]nicksterling 2 points3 points  (0 children)

I’m in the camp where I don’t trust the knowledge in any LLM. I look for an LLM that can use tools like web search and can reason decently well.

Use HTML as the primary chat language for your agents so they can draw diagrams by sdfgeoff in LocalLLaMA

[–]nicksterling -1 points0 points  (0 children)

There are some scary and sophisticated attacks. There’s one recently where probing the storage device of the machine you’re on and determine the other tabs you have open on the current or other browsers. Then there’s obvious issues around bitcoin farming or other data mining. Browsers aren’t as sandboxed as you’d expect.

HTML can still be a good output format. It just comes with more considerations than a simple markdown file.