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Ask HN: Local tools for working with LLM datasets?

2•platypii•2h ago
I’ve been doing data science for years, and am very familiar with jupyter notebooks and more recently been using duckdb a lot. But now I have this huge pile of output tokens from my 4090s, and it feels characteristically different from data I’ve worked with in the past. Notebooks and duckdb on the CLI don’t feel like they’re built for working with huge volumes of text data like my training set and llm output traces.

What have you found work well for this? I’m trying to fine-tune on a text dataset and be able to inspect the output from eval runs. I would prefer local and open source tools to a paid service.

Show HN: Muxide – Zero-dep pure Rust MP4 muxer (H.264/H.265/AV1, no FFmpeg)

https://github.com/Michael-A-Kuykendall/muxide
1•MKuykendall•1m ago•1 comments

Five Life Lessons from Finland, Once Again the Happiest Country

https://www.forbes.com/sites/davidnikel/2025/03/20/5-life-lessons-from-finland-once-again-the-wor...
1•teleforce•3m ago•0 comments

Senate Passes Defense Bill as Lawmakers Scramble to Fix D.C. Airport Provision

https://www.wsj.com/politics/national-security/senate-defense-bill-vote-ndaa-41d7d5a1
1•JumpCrisscross•7m ago•0 comments

Show HN: MDXport – Browser-Based Markdown to PDF Using Typst and WASM

https://www.mdxport.com/en/
1•ZacharyZZ•8m ago•0 comments

What to do with out of trust property in California?

https://www.williamhalaw.com/post/12/
1•burritofanatic•13m ago•0 comments

An antiviral defense mechanism may lead to Alzheimer's disease

https://medicalxpress.com/news/2025-12-antiviral-defense-mechanism-alzheimer-disease.html
1•bikenaga•14m ago•1 comments

Notepad++ v8.8.9 release: Vulnerability-fix

https://notepad-plus-plus.org/news/v889-released/
2•Archelaos•16m ago•0 comments

The Chinese AI Iceberg [video]

https://www.youtube.com/watch?v=XFhUI1fphKU
1•lawrenceyan•16m ago•0 comments

Show HN: C-compiler to compile TCC for live-bootstrap

https://github.com/FransFaase/MES-replacement
1•fjfaase•19m ago•0 comments

Jq Language Description

https://github.com/jqlang/jq/wiki/jq-Language-Description
2•behnamoh•20m ago•0 comments

You Look Like Shit > How Are You?

https://andys.blog/you-look-like-shit/
1•andytratt•22m ago•1 comments

Oklo's plan to turn leftover weapons-grade plutonium into a nuclear bridge fuel

https://sherwood.news/tech/inside-oklos-audacious-plan-to-turn-leftover-weapons-grade-plutonium-i...
1•donohoe•23m ago•0 comments

Explaining the Widening Divides in US Midlife Mortality: Is There a Smoking Gun?

https://www.nber.org/papers/w34553
4•bikenaga•25m ago•1 comments

Saturn's moon Titan may not have a buried ocean as long suspected

https://apnews.com/article/saturn-moon-titan-cassini-nasa-826b80d16af4a5ba7c37726285d6e036
1•croes•27m ago•0 comments

OpenAI Is Maneuvering for a Government Bailout

https://prospect.org/2025/11/07/openai-maneuvering-for-government-bailout/
5•boh•29m ago•0 comments

Are Apple Gift Cards Safe to Redeem?

https://daringfireball.net/linked/2025/12/17/are-apple-gift-cards-safe-to-redeem
2•cjbconnor•30m ago•1 comments

Merriam-Webster Word of the Year 2025: Slop

https://apnews.com/article/merriam-webster-dictionary-word-year-2025-slop-2dffb2379cac6001aa30e14...
2•karakoram•31m ago•0 comments

A third-party breach led to an extortion attempt using Pornhub data

https://fablesecurity.com/resources/blog/blog-pornhub-breach/
1•jamiebarnett•31m ago•0 comments

Cosmic Blast May Be First-Ever Superkilonova Observed

https://www.scientificamerican.com/article/strange-cosmic-blast-may-be-first-ever-superkilonova-o...
1•akshay326•36m ago•0 comments

The Race for College Admission

https://www.peachykeenan.com/p/the-race-for-college
1•bilsbie•36m ago•0 comments

A Time of Technical Deflation

https://www.danshapiro.com/blog/2025/12/this-is-a-time-of-technical-deflation/
1•danshapiro•37m ago•0 comments

Native NVMe in Windows Server 2025: Ushering in a New Era of Storage Performance

https://techcommunity.microsoft.com/blog/windowsservernewsandbestpractices/announcing-native-nvme...
2•ksec•39m ago•0 comments

Venezuela's Navy Begins Escorting Ships as U.S. Threatens Blockade

https://www.nytimes.com/live/2025/12/17/us/trump-news
10•belter•41m ago•0 comments

Real-time fleet data, trip logging, and analytics for Tesla robotaxis

https://www.teslarobotaxitracker.com/
1•hnburnsy•41m ago•0 comments

Gut Bacteria from Amphibians and Reptiles Achieve Complete Tumor Elimination

https://www.jaist.ac.jp/english/whatsnew/press/2025/12/17-1.html
4•Xunxi•43m ago•0 comments

As reefs vanish, assisted coral fertilization offers hope in Dominican Republic

https://apnews.com/article/coral-reef-restoration-fertilization-climate-environment-dominican-329...
2•petethomas•45m ago•0 comments

Google Search now hides the number of results by default (2024)

https://9to5google.com/2024/05/07/google-search-hides-number-of-results/
2•bariumbitmap•45m ago•0 comments

Open Game Eval: an eval for agentic Lua game development in Roblox

https://github.com/Roblox/open-game-eval
2•kartayyar•47m ago•0 comments

Coinbase announces stock trading and new Kalshi-based prediction markets

https://fortune.com/2025/12/17/coinbase-announces-stock-trading-and-new-kalshi-based-prediction-m...
1•Olshansky•51m ago•0 comments

America's Work-from-Home Capitals Are in a Sorry State

https://www.economist.com/graphic-detail/2025/11/27/americas-work-from-home-capitals-are-in-a-sor...
5•karakoram•54m ago•2 comments