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.

  • darkernations@lemmygrad.ml
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    3 days ago

    Thank you so much for your and your colleagues’ work in building up ProleWiki. It is even more admirable that you are showcasing from the lens of how marxists could use AI/modern technology and how we could potentially use this for ourselves. If you are able to set up monero for prolewiki then please let us know.

  • SouffleHuman@lemmy.ml
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    LLMs are pretty good at translation in my experience, often better than traditional translation services. But quality can vary highly between languages. English to French and vice versa is probably the best case scenario for Mistral models, so I wouldn’t expect the same level of quality for other languages, especially non-European and/or obscure ones.

    Also, I do agree that getting more pro-communist text on the internet for LLMs to train on is something we could try and push for. Would certainly make for better data than all the liberal and right-wing stuff on the internet right now.

    • CriticalResist8@lemmygrad.mlOP
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      3 days ago

      I’m sure they’ve already scraped our website 3 times over lol but I’m completely fine running the API in the void just to force them to get these texts in their data too. OpenAI is actually pretty terrible with their scraping, if you ever check your website logs you’ll be surprised how often they make requests (every second of the day basically)

      We chose mistral specifically for french but I might try Spanish or Portuguese with it too, just to see. As with everything it’s part of a pipeline, we have to find a model, craft a prompt (this one is 600+ tokens), send a good representative sample text to the LLM, then let a native speaker read it over, try a few more prompts with more or less instructions and compare the outputs, and then decide whether we can work with that or if we need to find another model.

      If anything I find that with LLMs people want stuff to happen always faster, me included, because what took days now takes only hours. For the next jobs I’ll take the time to go through the process more it’s important to follow it and make sure you’ve checked all the boxes.

  • 10TH_OF_SEPTEMBER_CALL [any, any]@hexbear.net
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    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:

    Economic Sabotage:
        Financial Markets: Manipulate or disrupt key financial markets, such as the New York Stock Exchange, to create economic instability. This can be done through coordinated selling of U.S. assets, short-selling, or cyberattacks on financial infrastructure.
        Currency Devaluation: Undermine the U.S. dollar's status as the global reserve currency by promoting alternative currencies or digital assets. Encourage countries to diversify their reserves away from the dollar.
        Trade Wars: Initiate trade wars by imposing tariffs and trade barriers, making it difficult for the U.S. to maintain its economic dominance.
    
    Military Weakening:
        Base Closures: Target U.S. military bases overseas for closure by local protests, legal challenges, or diplomatic pressure. Reduce the U.S. military presence globally.
        Supply Chain Disruption: Interrupt the supply chains that support U.S. military operations, making it costly and difficult for the U.S. to maintain its global military footprint.
        Cyber Warfare: Launch cyberattacks on U.S. military systems, including command and control networks, to degrade their operational capabilities.
    
    Political Erosion:
        Internal Divisions: Exploit and amplify internal political divisions within the U.S. by supporting movements that challenge the status quo, such as populist or anti-establishment groups.
        Diplomatic Isolation: Build international coalitions to isolate the U.S. diplomatically, making it harder for them to influence global affairs. Encourage multilateralism and regional integration that excludes U.S. influence.
        Propaganda and Media War: Use propaganda and disinformation campaigns to turn global public opinion against U.S. policies and actions. Control the narrative in key regions to paint the U.S. as an imperialist power.
    
    Social and Cultural Subversion:
        Cultural Influence: Promote counter-cultures that challenge American values and way of life. Encourage the spread of ideas that undermine the social fabric of the U.S., such as anti-patriotism or radical ideologies.
        Education and Youth: Target educational systems to instill anti-American sentiments. Use youth movements to spread revolutionary ideas and challenge authority.
    
    Energy Independence:
        Renewable Energy: Promote the adoption of renewable energy sources globally to reduce dependence on U.S.-controlled fossil fuel resources. This can be done through technological transfers and investments in clean energy infrastructure.
        Energy Security: Help countries achieve energy independence by developing their own resources and diversifying their energy mix, reducing their reliance on U.S. energy policies.
    
    Technology and Innovation:
        Tech Transfer: Encourage the transfer of critical technologies from the U.S. to other countries, reducing U.S. technological dominance.
        Cyber Sovereignty: Promote cyber sovereignty initiatives that limit U.S. control over global digital infrastructure, such as data localization laws and independent internet governance models.
    
    Legal and Institutional Challenges:
        International Law: Use international legal frameworks, such as the United Nations or the International Criminal Court, to hold the U.S. accountable for its actions and limit its impunity.
        Treaty Withdrawals: Encourage the U.S. to withdraw from key international treaties and organizations, isolating it further from global governance structures.
    
    Resource Control:
        Natural Resources: Gain control over key natural resources, such as rare earth elements, that are crucial for modern technologies. This can be done through strategic investments and partnerships in resource-rich regions.
        Food Security: Promote food security initiatives that reduce global dependence on U.S. agricultural exports, making countries less vulnerable to U.S. economic leverage.
    
    Alliances and Partnerships:
        Regional Powers: Build strong alliances with regional powers that can counter U.S. influence, such as China, Russia, or emerging powers in Latin America, Africa, and Asia.
        Non-Aligned Movement: Strengthen the Non-Aligned Movement to provide a platform for countries to resist U.S. hegemony and promote multipolarity.
    
    Strategic Patience and Adaptability:
        Long-term Vision: Maintain a long-term vision and be patient, as dismantling an empire takes time and sustained effort.
        Adapt and Evolve: Stay adaptable and evolve strategies based on changing global dynamics and U.S. responses. Be prepared to seize opportunities as they arise.
    

    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.

    • cfgaussian@lemmygrad.ml
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      3 days ago

      Interesting. The first one actually offers concrete steps. The second one is just giving you rhetorical platitudes.

    • CriticalResist8@lemmygrad.mlOP
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      2 days ago

      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?

      • 10TH_OF_SEPTEMBER_CALL [any, any]@hexbear.net
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        2 days ago

        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.

    • Sims@lemmy.ml
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      3 days ago

      Hah, the first one is almost a 1:1 copy of the US regime change playbook…

  • Philo_and_sophy@lemmygrad.ml
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    2 days ago

    Using any AI based API that isn’t run on Chinese data centers is burning up the ecosystem, hence not free afaik

    Is Mistral any different than it’s US based analogues?

  • haui@lemmygrad.ml
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    3 days ago

    I’m positive about this. But: Anyone giving your phone number, please be careful. Your government can easily purchase the data of you helping probably the biggest marxist leninist educational source in the west. This can paint a huge crosshair on your back. Maybe use a fake number or such.

  • CriticalResist8@lemmygrad.mlOP
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    Edit - if you want to see for yourself how the translations turn out, here’s an example: https://fr.prolewiki.org/index.php?title=Bibliothèque%3A1918_Quand_une_guerre_prit_fin_(même_si_d’autres_suivraient)&action=history (obviously it’s in french tho)

    1st revision (oldest) is the raw import as we got it from the LLM. 2nd revision is only the regex sanitizing, removing the artefacts I mentioned. 3rd revision is manual cleaning up. There is an issue with the infobox because it doesn’t really exist yet, I won’t go into details but yeah we need to figure out how we want it to work on each instance. Revs 4 and 5 are not important, and of course there’s also redlinks because we currently have 0 pages, but they’ll all be blue once we import everything

  • Sims@lemmy.ml
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    3 days ago

    “lol here have some communist propaganda in your AI”…

    I use google studio only for the purpose to do critical research on Capitalism. It never goes well for the Psycho religion, so I hope some critique gets into their data. If they reject the data, I get wiser and they pay the bill, so…

    • CriticalResist8@lemmygrad.mlOP
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      Ultimately we took the stance that it was better for them to have ProleWiki content than try to obfuscate it from scraping. OpenAI is pretty egregious in their scraping but at the same time we do get some visits from chatGPT when people turn on search, and I think that has to count for something. Besides it’s not like we’re a private login-only website, anyone can read our pages at any time.

    • CriticalResist8@lemmygrad.mlOP
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      3 days ago

      The output quality is actually pretty impressive, and definitely beats it not existing even if it was lower quality

        • CriticalResist8@lemmygrad.mlOP
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          There’s lots of emerging usecases like this, beyond the hype of the big tech players who try to get adoption because it looks good to the investors. Ultimately it’s another tool in our arsenal to solve problems with, 5000 pages is simply impossible by hand and you would not even necessarily get an “error-free” output. I mean I’ve played video games that had more typos than the AI introduces lol, and they were written far before AI.