CompilingThings @Compilethings

Building specialist AI datasets • Fine-tuning & evaluating LLMs • ML student • Glassblower by trade, Sharing my workflows and the ups and downs of using agents Huggingface.co/Compilingthings Norway Joined September 2026

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CompilingThings @Compilethings

2 hours ago

@DavidOndrej1 🦥

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CompilingThings @Compilethings

2 hours ago

@b4dgerr I'm going to mess with them on the side, they look great for established work flows and chaining them together.

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CompilingThings @Compilethings

2 hours ago

@IndependentEco Who is Tibo?

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CompilingThings @Compilethings

2 hours ago

@mfranz_on Yeah, the printer mafia is always taxing us. I did see someone making a open source printer. It looks ok.

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CompilingThings @Compilethings

2 hours ago

@b4dgerr I hope it is not my reality, I have 2 years to make something work, so I hope plan B is not needed.

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CompilingThings @Compilethings

2 hours ago

@b4dgerr Yes, but not early as normal, just started at 9:30 am.

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CompilingThings @Compilethings

2 hours ago

@loktar00 3090's in Norway have been 1500, saw a 5090 for 4000, but it went fast normal is 4500-6000 used 4090 have been spotted around 2400, these are used market prices, it does not mean they are selling for that.

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CompilingThings @Compilethings

2 hours ago

I'm running it in a constant workflow, building dataset pipelines, pairs, repair pairs, running my fine tuned model to find holes in the dataset, then filling the holes with generators, with a verification process on the end. Opus 5.5 produces none of the data. just runs it and maintains the plumbing.

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CompilingThings @Compilethings

2 hours ago

@digitalix Not feeling it here, woke up to a over night run, plenty was done, 89.7% one shot on tasks, 96% cache hits, I'm loving 5.5.

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CompilingThings @Compilethings

2 hours ago

@b4dgerr No, once the code drop passes my MoA review, he is free to merge.

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CompilingThings @Compilethings

2 hours ago

@bcherny @Yuchenj_UW I live in the CLI still, no skills, every subagent is the skill, boss holds context and runs scripts, the scripts run the right agents at the right time for the process needed.

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CompilingThings @Compilethings

3 hours ago

@loktar00 How is the quality, I see everyone chasing speed. I just want it to take over frontier jobs.

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CompilingThings @Compilethings

3 hours ago

GM, hope you are having a nice Sunday morning.

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CompilingThings @Compilethings

12 hours ago

@mfranz_on As for an example, there is a link on my page to a model I fine tuned for coding. The base model got 1% of the questions correct after fine tuning it, it hit 94% correct. So you can build some nice models in small sizes.

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CompilingThings @Compilethings

12 hours ago

@mfranz_on And as for can you do it at home, that depends on model size and hardware. You should be able to fine tune close to a 32b model on kinda normal hardware.

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CompilingThings @Compilethings

13 hours ago

@rezoundous I think they are both far ahead than anything we will ever see.

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CompilingThings @Compilethings

13 hours ago

@mfranz_on You probably don’t need to go that far, QLoRA is probably enough depending on purpose.

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CompilingThings @Compilethings

13 hours ago

@mfranz_on It depends what you want to teach the model, maybe it’s not needed for what you want, so you tell me what you want the model to do, and I’ll see if I can help.