Wondering about services to test on either a 16gb ram “AI Capable” arm64 board or on a laptop with modern rtx. Only looking for open source options, but curious to hear what people say. Cheers!

  • ikidd@lemmy.world
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    1 day ago

    Fair enough, but it’s damn handy and simple to use. And I don’t know how to do speculative decoding with ollama, which massively speeds up the models for me.

    • L_Acacia@lemmy.ml
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      1 day ago

      Their software is pretty nice. That’s what I’d recommand to someone who doesn’t want to tinker. It’s just a shame they don’t want to open source their software and we have to reinvent the wheel 10 times. If you are willing to tinker a bit koboldcpp + openewebui/librechat is a pretty nice combo.

      • ikidd@lemmy.world
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        1 day ago

        That koboldcpp is pretty interesting. Looks like I can load a draft model for spec decode as well as a pile of other things.

        What local models have you been using for coding? I’ve been disappointed with things like deepseek-coder and the qwen-coder, it’s not even a patch on Claude, but that damn cost for anthropic has been killing me.

        • L_Acacia@lemmy.ml
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          12 hours ago

          As much as I’d like to praise the open-weight models. Nothing comes close to Claude sonnet in my experience too. I use local models when info are sensitive and claude when the problem requires being somewhat competent.

          What setup do you use for coding? I might have a tip for minimizing claude cost you depending on what your setup is.

          • ikidd@lemmy.world
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            6 hours ago

            I’m using vscode/Roocode with Gosucoder shortprompt, with Requesty providing models. Generally I’ll use R1 to outline a project and Claude to implement. The shortprompt seems to reduce the context quite a bit and hence the cost. I’ve heard about Cursor but haven’t tried it yet.

            When you’re using local models, which ones are you using? The ones I mention don’t seem to give me much I can use, but I’m also probably asking more of them because I see what Claude can do. It might also be a problem with how Roocode uses them, though when I just jump into a chat and ask it to spit out code, I don’t get much better.