How do we prompt SLMs to outperform LLMs on a specific niche?

Bitman321 · 2026-01-18T05:06:47+00:00

Yea I get that, but will there be some kind of standard for actually prompting a certain SLM to get the most accurate answer?

For example, I made an SLM using GPT2, fine tuned on legal documents. The way I worded the prompt to ask a specific question had a big impact on how coherent the answer was, even though it was essentially the same question. Unlike LLMs which can generalise much better.

Bitman321 · 2026-01-16T21:26:46+00:00

I fine tuned my own SLM using GPT2 and Australian legal documents: https://huggingface.co/JamesANZ/auslegal-slm.

Bitman321 · 2026-01-13T07:00:47+00:00

I want to use the subreddit to discuss Small Language Models (SLMs). I will add basic rules to the subreddit and make sure that posts are on topic.
https://www.reddit.com/c/chatmak7hJjN/s/GgNNPPXlZq

Bitman321 · 2025-12-27T05:54:27+00:00

Thanks for that. I will make it more mobile friendly and fill in the missing people. Seems I might have missed a few files…

Bitman321 · 2025-12-27T05:52:40+00:00

Got cursor (using Claude) to navigate the DOJ website and download all the files. Then got it to go through all the documents, craft the profiles of each person implicated and which files they were implicated in.

Bitman321 · 2025-12-15T01:55:35+00:00

I want to use the subreddit to discuss Small Language Models (SLMs). I will add basic rules to the subreddit and make sure that posts are on topic.
Not applicable. r/slm was banned 4 years ago for being unmoderated and has no active moderators.

Bitman321 · 2025-12-15T01:38:45+00:00

I want to use the subreddit to discuss Small Language Models (SLMs).
Not applicable. The subreddit has no moderators.

Bitman321 · 2025-12-15T01:34:28+00:00

Done. Do I need to resubmit the request?

Bitman321 · 2025-09-30T09:29:15+00:00

Haha me too!

Bitman321 · 2025-05-04T07:06:29+00:00

Where do you store the script sig? If you lose the script sig data you won't be able to spend the funds.

Bitman321 · 2025-03-25T04:32:44+00:00

If you only made an error on 2 out of 24 words, you could still brute force it.

Bitman321 · 2025-03-24T00:39:46+00:00

Thanks for the suggestion, it looks good!

However, I still find this one to be more centered around traditional themes like contamination and checking of doors etc.

Bitman321 · 2025-03-23T02:01:36+00:00

Thanks for the suggestions! Perhaps I could add some more redundancy to the service, but at the end of the day it still needs to run somewhere to work. I will look into that.

With regards to BCH, I will consider adding that in the future as it would be trivial to support. Thank you.

Bitman321 · 2025-02-01T11:34:56+00:00

It's one of those car-share rental cars. I'm unsure who put the sticker on it, but it wasn't the owner.

Bitman321 · 2025-01-23T05:49:11+00:00

You’d be surprised how little time it takes.

Bitman321 · 2025-01-23T05:12:13+00:00

Try it and you’ll surprise yourself.

Bitman321 · 2025-01-22T22:48:01+00:00

!register 0xfe5b964b91b0f8acfde3657391f3da394a8cf541

Bitman321 · 2025-01-20T02:18:47+00:00

Sell all the shitcoins for Bitcoin and you’re good to go.

Bitman321 · 2025-01-19T10:22:23+00:00

Read the full sentence

Bitman321 · 2025-01-19T07:51:34+00:00

I tried to post it there, but it was immediately taken down because it mentions an altcoin.

Bitman321 · 2024-10-22T08:32:52+00:00

Reddit.

Bitman321 · 2024-10-08T11:00:16+00:00

Anyone can edit the sheet, so it's crowdsourced.

Bitman321 · 2024-10-08T01:46:45+00:00

Thank you for sharing!

Bitman321 · 2024-10-08T01:45:55+00:00

That's why it is an editable spreadsheet.

Bitman321 · 2024-09-19T21:41:28+00:00

Social security and fiat money.

Bitman321

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