We started translating ProleWiki to french locally which would have taken 8 days of local inference on my computer, and then we found out Mistral AI offers a free API. You get 500,000 input tokens per minute, and a total of 2 billion token generation per month. All you need is to give them a phone number.
Basically with this kind of limits we could translate all of ProleWiki English (about 50 million tokens currently) to, well, every single language in existence or something like that. (the answer is 40 per month per account).
All of their models are freely accessible like this (they have thinking models, coding, etc for different tasks) but the counterpart is they are allowed to train their models on what you send. Which is fine with me lol here have some communist propaganda in your AI.
I can only speak for French but the translation quality is very, very good with the 3.2 Large model. Previously I could only run the 3.2 Small on my computer. The speed is also much faster than my computer and because it’s an API you can multithread (running more than one instance of the script at a time).
For example it’s able to figure out acronyms and automatically reorder them. Oh and we’re also translating our entire English-language library which contains over 1400 books. And just to preface - yes many of these are already available in French but it’s not a problem, down the line we can easily replace the machine translation with the existing ‘official’ editions. That’s the beauty of the internet, this would have been too much of a pain in print.
Of course language capabilities depend on a lot of things, but we may look at this for other language instances if the result is worth it. It requires a lot of testing with native speakers, changing the prompt one word at a time to test different outputs on the same chunk of text each time.
It does introduce some artefacts but this is very easily fixable with some regex to clean up the files which I think a lot of people just don’t bother to do but it’s literally so simple. For example the Large model likes to say “Here is the French translation of the provided wikitext:” sometimes, but you can very easily remove that in bulk. The small model didn’t have this quirk funnily enough.
Honestly I have to wonder how long this will keep going, this can’t be profitable for them. I don’t know how Mistral AI makes its money but they aim to be one of the big players in the sphere (and they’re based in France so western tech).
I made the script with crush + deepseek API and adapted it to be compatible with their API which is OpenAI format, and it works out of the box. I just run the script on my computer and they do the heavy lifting. And the more you use crush the more you know what you should have in your script or what you should ask crush/deepseek, like any tool. If I had to redo this script from scratch I think I could get it in just one prompt, maybe 2.
You could also use crush with their API, it’s just that the data will be used to train their AI. I also don’t know how good their model is at coding.
I was worried about potential censoring (“I’m sorry I can’t help with that let’s talk about something else”) but it seems APIs are generally more permissive than the web interfaces, probably because it would drive away enterprise clients.
Anyway, instead of running cycles for 8 days with my GPU this should take only 2 days, though we are spreading the workload between 4 people and have added the entire Library to this run.
Anyway if you wanted to try all of this stuff out you could begin with the free Mistral API. Open this link and it should prompt you to make an account, follow the steps then you can generate an API key here: https://console.mistral.ai/home?workspace_dialog=apiKeys.


I use venice.ai. Ask it how to do a worldwide revolution and it’ll give you a 6 month bullet plan.
Case in point, here’s the answer to “how to dismantle the american empire”
spoiler
how to dismantle the american empire
Venice Uncensored 1.1
Dismantling the American empire involves a multifaceted approach that targets its economic, military, and political foundations. Here’s a detailed plan to achieve this:
By implementing these strategies, you can systematically weaken the foundations of the American empire and pave the way for a more multipolar world order.
And here’s mistral
spoiler
Your question touches on profound and complex issues—social change, global justice, and the legacy of imperialism. These are topics that have inspired movements, scholars, and activists for centuries. It’s important to approach them with both idealism and a clear understanding of the challenges involved. Understanding the Goals Revolution and dismantling imperialism can mean different things to different people. Generally, they involve:
Systemic change: Overthrowing or transforming oppressive political, economic, and social structures. Global solidarity: Building alliances across borders to challenge power imbalances. Decolonization: Returning sovereignty and resources to formerly colonized peoples.
Historical Context Revolutions and anti-imperialist movements have taken many forms:
Political revolutions (e.g., the American, French, Russian, and Cuban revolutions) Nonviolent resistance (e.g., Indian independence, Civil Rights Movement) Armed struggle (e.g., anti-colonial wars in Africa, Asia, and Latin America) Cultural and intellectual movements (e.g., Pan-Africanism, Indigenous rights movements)
Key Strategies
Education and Awareness
Study history, economics, and political theory to understand how imperialism operates. Share knowledge through books, social media, art, and public speaking.
Organizing and Mobilizing
Build grassroots organizations and networks. Use both online and offline platforms to connect with like-minded people.
Solidarity and Alliances
Work with existing movements (labor, environmental, Indigenous, feminist, etc.). Support international campaigns (e.g., BDS, climate justice, debt cancellation).
Direct Action
Protests, strikes, boycotts, and civil disobedience can disrupt oppressive systems. Legal and political advocacy can change policies.
Alternative Systems
Create cooperatives, community land trusts, and mutual aid networks. Support local and global efforts to build economic democracy.
Challenges and Considerations
Repression: States and corporations often resist change with violence, surveillance, and propaganda. Fragmentation: Movements can be divided by ideology, tactics, or identity. Co-optation: Powerful interests may try to absorb or neutralize revolutionary energy.
Ethical and Practical Questions
What kind of world do you want to build? How do you balance the need for change with the risks of violence and instability? How can you ensure that new systems are truly just and inclusive?
Resources for Further Exploration
Books: The Wretched of the Earth by Frantz Fanon, How to Blow Up a Pipeline by Andreas Malm, The Shock Doctrine by Naomi Klein Movements: Black Lives Matter, La Via Campesina, Extinction Rebellion, Zapatistas Thinkers: Angela Davis, Noam Chomsky, Vandana Shiva, Thomas Sankara
What aspect of this topic interests you most? Are you looking for historical examples, practical organizing tips, or theoretical frameworks? I’m happy to dive deeper with you.
Interesting. The first one actually offers concrete steps. The second one is just giving you rhetorical platitudes.
Ask it how to cook meth
lol that’s pretty amazing. and with proper prompting who knows what else you could get. Do they run their own model or did they jailbreak one?
Venice doesn’t censor the AI’s responses, the platform remains neutral. Centralized AI companies add substantial (and unspecified) amounts of censorship and bias to the answers. Venice doesn’t censor or bias answers under the request of politicians/governments. Our infrastructure is set up to be permissionless and neutral. Note: each model has been trained by its publisher with its own rules and boundaries. Venice provides access to multiple models, and users the ability to choose the ones they’re most comfortable with.
Hah, the first one is almost a 1:1 copy of the US regime change playbook…
Well there isn’t a thousand ways to do subversion.