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slopstarter
OpenResearch & data science

Benchmark small models on low-resource languages

Open benchmarks for how well small, cheap models handle languages with little training data.

Spending

Every dollar of this fund is accounted for.

Backers' money never becomes cash. It becomes spend-capped AI keys, and the usage below comes from OpenAI and Anthropic, not from the creator. How this works

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Contributions stay in escrow until contributors vote a proposal through. Once credit is released to a developer, this section shows where every dollar goes — straight from OpenAI and Anthropic.

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AI credit raised≈ 5.5M / 75M tokens$110.00 / $1,500.00

Held as AI credit for the developer contributors vote for — never paid out as cash.

Contribute AI credit

USD
tokens

Type in either box. Tokens are estimated for Claude Fable 5.1 / GPT-6 Astra; you can write 500K or 2.5M.

  1. You payin USD
  2. AI creditOpenAI / Claude usage
  3. Capped API keyfor the voted developer

Never paid out as cash — it can only be spent on AI usage.

Propose to do the work

Proposals open once the fund reaches its target.

$1,390.00 to go.

Maths teacher for 15 years, now building tools for schools with one teacher and forty kids.