I've got a scan from a book that I OCR with new releases. Ligatures, critical sigla, Fraktur letterforms, subscripts, superscripts, etc. Nothing special about this model for overly-detailed work like mine. It's been a while since I last tested (and discontinued my subscription), but the "pro" models from OpenAI dominate. Not surprising, given the price difference, but it would be nice if an OCR-specific model could p…
Mistral OCR 4.1
131–140 of 182 posts
Re: Mistral OCR 4.1
#132Earlier quoted context omitted.
I'm basically doing the OCR twice, except in the Claude proofreading pass, it is not being asked to transcribe the document to a Markdown file. I'm pointing it to the same image input files, and to the Mistral OCR transcript Markdown file (it knows it's a Mistral OCR output), and ask Claude to check that the text is correct and point out the errors - and then make the necessary edits. I can't speak for Mistral OCR 4.…
How bad is the first OCR pass allowed to be to still count as proofreading? Can you let Claude compare the images with /dev/random and make the necessary edits to correct differences?
It doesn't always get flagged. Single pages are almost always okay. Running a program that sequentially runs single pages through the API is often not okay - I wrote a program in the early 4.x days before the rule came in, that's how I hit it first. But I've also had entire articles go through just fine recently in a Claude Code session (I'd forgotten about Anthropic's rules!), and then others where I get classifier errors by page 4.
The Mistral OCR errors were small in size. Single sentences, formatting errors, paragraphs with newlines. So this was a genuine proofreading job with small changes. For the most part Mistral is actually good, but I can't have it just inventing sentences in the middle of a document. That's where the Claude proofreading pass was most helpful.
Re: Mistral OCR 4.1
#133Earlier quoted context omitted.
Much like spaceflight, aerospace or nuclear engineering, you need to retain local talent for national defense purposes. Being 70% as good is still way better than being 100% dependent and heavily leveraged by your opponents.
Being 70% as good in nuclear engineering sounds scary AF. How would you rank Chernobyl? Better or worse than 70%?
Re: Mistral OCR 4.1
#134At this point I lost all hope for Europe playing any significant role in the AI race. If that’s a good or a bad thing I don’t know, but it seems to me like that’s the reality.
Re: Mistral OCR 4.1
#135Earlier quoted context omitted.
It's not a race. You don't get anything for winning.
? It absolutely is a race. Whether thats a positive thing or not is debatable but every lab is definitely in a race. What prize do you win? Imagine a world where only one country has AGI/ASI. Or a world where Europe only gets access to frontier models 6 months later. Far from ideal.
You've fallen for the hype. The only way these AI companies can justify their bullshit worth and burn of capital is by promising a magical AGI. It's just marketing and it is still unclear if LLM's will ever be profitable.
If they won't - then EU is doing the right thing laying low.
> Or a world where Europe only gets access to frontier models 6 months later.
What a calamity!
Re: Mistral OCR 4.1
#136Earlier quoted context omitted.
I got the opposite experience very recently : tried to OCR a bunch of handwritten emails addresses with chatGPT and I had to make so many corrections that I gave up. Whereas Mistral nailed it on first pass.
Which chatgpt model?
Re: Mistral OCR 4.1
#137I've got a scan from a book that I OCR with new releases. Ligatures, critical sigla, Fraktur letterforms, subscripts, superscripts, etc. Nothing special about this model for overly-detailed work like mine. It's been a while since I last tested (and discontinued my subscription), but the "pro" models from OpenAI dominate. Not surprising, given the price difference, but it would be nice if an OCR-specific model could p…
While I haven't tried OpenAI for OCR, I've put my small scale OCR work through both Claude and Mistral OCR. Claude is absolutely better - even in OCR work I did last week and compared with Mistral OCR 4.0. Mistral's one advantage is that Anthropic now flags OCR, because they don't allow anything that could be considered "reproduction", even of work for which you own the copyright. So my new workflow is Mistral OCR fo…
Re: Mistral OCR 4.1
#138Earlier quoted context omitted.
Not the person you’re responding to, but I’ve had Claude refuse to OCR pages from in-copyright books. I was sometimes (but not always) able to get around that by changing models, by telling it that I was doing the text conversion only for personal use, or by first telling it to use Tesseract or another OCR engine to do the initial pass and then having a Claude subagent proofread and clean up the OCR output. I’ve also…
Yeah I do something similar and Claude (well OpenAI too) just refuses to transcribe anything related to slavery and pederasty in Ancient Greece.
Re: Mistral OCR 4.1
#139Earlier quoted context omitted.
>Anthropic now flags OCR I haven't seen any difference in my ocr workflows, what do you mean by this?
Not the person you’re responding to, but I’ve had Claude refuse to OCR pages from in-copyright books. I was sometimes (but not always) able to get around that by changing models, by telling it that I was doing the text conversion only for personal use, or by first telling it to use Tesseract or another OCR engine to do the initial pass and then having a Claude subagent proofread and clean up the OCR output. I’ve also…
Thoughtcrime -like territory and self-sensorship. The AI safety lobby is such a vile influence on the freedom of expression and communication via technology (since AI is starting to eat up rest of technology).
I guess the main problem is positioning AI tools as "human-equivalent" creators by the big AI corps. If they were positioned simply as "better OCR and proofreading" people would attribute to them as much responsibility as they would to a - say - typewriter and we would not need to have this nonsense.
I do realize most of the valuation comes from the positioning of "our TAM is the global salary base of 50 trilion and we aim to supesede human workers in the near future" which implies they need to position this technology as "human equivalent" or that valuation is no longer as credible.
Re: Mistral OCR 4.1
#140Earlier quoted context omitted.
While I haven't tried OpenAI for OCR, I've put my small scale OCR work through both Claude and Mistral OCR. Claude is absolutely better - even in OCR work I did last week and compared with Mistral OCR 4.0. Mistral's one advantage is that Anthropic now flags OCR, because they don't allow anything that could be considered "reproduction", even of work for which you own the copyright. So my new workflow is Mistral OCR fo…
> Claude is obviously more expensive, but it caught entirely hallucinated sentences created by Mistral OCR 4.0, so I was glad for the backup check. What does this entail? What does Claude do to decide that the text it was provided was hallucinated? Are you telling Claude that the source was OCR'd by another LLM?