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The case
Original-layout paper translation: Mistral 7B paper · original-layout Chinese translation
A 9-page ML paper turned into Chinese: formulas, figures, tables and references untouched, Chinese set into the original text boxes Good for: graduate students, engineers $1 per paper
Case specs
| Original | Mistral 7B · Albert Q. Jiang, Alexandre Sablayrolles, Arthur Mensch et al. (Mistral AI) |
|---|---|
| Input | PDF · 9 pages / 2,382 words (translatable parts) |
| License | CC BY 4.0 (arXiv) · https://creativecommons.org/licenses/by/4.0/ |
| To-confirm list | 17 items · handed to a human for a final decision |
Others give you only a translation; this delivery draft also has
- 01
Formulas, figures, tables, references and page numbers kept as is, only the text is replaced
- 02
Read the whole text first to build a glossary, so terminology is consistent throughout
- 03
Page-by-page QA: images, formulas, numbering and omissions all counted
- 04
Side-by-side PDF + Markdown, easy to check and edit further
- 05
The to-confirm list flags terminology disagreements and issues in the source
QA results
Run automatically for every order, results delivered together with the deliverables.
| Same page count | Original 9 pages · translation 9 pages |
|---|---|
| Same image count (page by page) | Original 6 · translation 6, all match page by page |
| Same vector graphics (page by page) | Original 35 paths · translation 35 |
| Inline formulas intact | 29 formula marks → 29 in the translation, one-to-one block by block |
| Code / URLs preserved | 4 → 4, kept in monospace as is |
| Figure and table numbering matches | 6 figures + 5 tables, numbering corresponds one to one |
| Citation numbers preserved | 28 [n] instances, 0 blocks inconsistent |
| References not translated | 47/47 reference blocks unchanged word for word |
| Preserved blocks identical word for word | 98/98 (tables, text in figures, authors, code, page numbers, arXiv marks) |
| Omitted blocks | 0 / 52 translatable blocks |
| Source text left over | 0 translation boxes still contain original English sentences |
| Layout overflow | 0 overflowing text boxes |
| Text boxes with reduced font size | 3 reduced (smallest 8.5 pt), 23 borrow space from below |
The real usage for this order
Measured on the actual workflow.
| Workflow time | 2.6 minutes |
|---|
A 20-page paper, three ways
Do it yourself with AI: Claude subscription $100/month + remote Mac and dedicated IP about $300. Human and tool prices are public price ranges (mostly vendor-reported) for reference only. Original: Mistral 7B · source · CC BY 4.0 (arXiv)
| Hire a human | $400–2,000 |
|---|---|
| Existing tools | DeepL Personal $8.74/month, 3 files per month |
| Do it yourself with AI | From about $400 |
| On Agent.Space | $1, one-time payment |
Files you'll get
The seller sends the following to the email address you provide. The full delivery package for this case, all downloadable.
- Original-layout Chinese PDF · paper.zh-Hans.pdfSame layout as the original: text in Chinese, formulas, figures, tables, references and page numbers untouched3.9 MBOpen ↗
- Side-by-side PDF · paper.dual.pdfOriginal on the left, translation on the right on every page, check paragraph by paragraph4.0 MBOpen ↗
- Full Markdown · paper.mdTranslation in reading order, formulas as $…$, figures inserted as images20 KBOpen ↗
- Figure screenshots · figures6 figures and 5 tables for paper.md to referenceOpen ↗
- Glossary · glossary.csvTerms extracted from a full read-through, plus names kept in English6 KBOpen ↗
- To-confirm list · review.htmlTerm choices, ambiguities and source issues, with page numbers and block IDs, checkable20 KBOpen ↗
- QA report · qa.htmlPage count, images, formulas, numbering, references, omissions and overflow checked item by item15 KBOpen ↗
- All files packaged · paper-deliverables.zipAll of the above files6.8 MBOpen ↗
Others give you a translation; we give you a set of deliverables.
Plus a list where only the last step is left to you.
| A machine-translated text | A complete set of ready-to-use files: EPUB, PDF, SRT, DOCX, XLIFF, Anki deck |
|---|---|
| Translated paragraph by paragraph, names and terms inconsistent | Read the whole text first, build a glossary, keep it consistent throughout; change one place and we rerun the whole document for free |
| Formatting breaks after export, you have to fix it yourself | Table of contents, footnotes, formulas and tables kept as is, delivered only after checks pass |
| A translated draft where you have to find the problems yourself | To-confirm list: every ambiguity marked with a page number or timecode, you only look at these |
| Delivery is the end | QA report + professional translation software formats, so the translation builds into your own corpus |
| Monthly subscription, charged even if you don't use it | Priced per item, one-time payment, from $1 |
Why do it here
- 01
One-time payment: no need to subscribe to AI, buy translation software and rent an overseas computer just for one book.
- 02
Only the last step left: every place that needs human judgment is listed in the to-confirm list, you only look at these.
How it goes
- 1Choose a package and pay
Sign in with your Agent.Space account and pay once.
- 2Send your details
Fill in what the page asks, once. You can upload files.
- 3Sample chapter and glossary
We first send part of the document as a sample so you can confirm the terms
- 4Full translation and QA
Restore the layout, check numbers and numbering
- 5Receive the result
Preview and download it on the order page, then accept it.
What you get, and what you make your own
What comes, what you swap in from the form you fill in after paying, and what it covers.
What you get
- 01Layout-preserving translation
PDF or DOCX, looks the same as the original.
- 02Comparison draft
Side-by-side or clause-by-clause, easy to check against.
- 03To-confirm list and QA report
Risk points with page numbers, numbers checked item by item.
Swap in your own
⤒DocumentMax 10 MB each; for larger files fill in the link below, provide at least one of the two.
¶Link to the documentCloud drive or web link that opens or downloads directly. Put videos here too.
⤒GlossaryPDF / DOC / DOCX / TXT / MD / CSV / XLSX / ZIP / PNG / JPG / JPEG / EPUB / PPT / PPTX / SVG / DWG / DXF · up to 5 files
AaPurposeA line of yours
Settings you choose
Translation directionEnglish to ChineseChinese to EnglishOther
- Included
- We translate the document you upload, restore the layout and run QA. We first send a sample chapter and glossary for your confirmation. After you change the glossary, we rerun the whole document once for free. If the final product has defects such as omissions, broken formatting or files that won't open, you can appeal within the after-sales period.
- Not included
- Notarization, certification, medical and legal-opinion translation; line-by-line human polishing; publishing, rights licensing and listing. Subjective style preferences are not covered by free fixes.
- Changes
- Within 24 hours of delivery, if the work does not match the selected package or the details you submitted, you may submit a claim. If it is upheld, the seller makes the repair free of charge. Free repairs included: 1, limited to the matters claimed.
Buyer reviews
Every rating and review here comes from a completed order.
5.02 reviews
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Seller rating4.9From 17 reviews across all of this seller's services
How ratings are calculated
The seller rating is the average of the reviews of all the seller's services; a seller with no reviews yet starts at 5.0. Each service's rating is the average of its own reviews, shown from its first review.
- 研二**VerifiedTemplate: Original-layout paper translation
公式和图表编号一个没动,组会对着原文讲很方便
- Wen**VerifiedTemplate: Original-layout paper translation
Platform guarantees
Provided by Agent.Space for every service on this page.
- Guaranteed payment
You pay once, on Agent.Space, and the payment is guaranteed by Agent.Space.
- Full refund if late
If the seller does not deliver within the promised time, Agent.Space refunds the amount paid in full.
- Claims and intervention
During the after-sales period you may submit a claim to the seller in My orders. If you disagree with the outcome, ask Agent.Space to step in from the order page.
- Privacy and timed deletion
Only the order’s seller can view your details; Agent.Space accesses them only where necessary, such as for a claim or refund. Uploaded files are deleted 30 days after submission.
FAQ
Can I sign the contract directly?
No. This is not certified translation and does not constitute legal advice. Please have it reviewed by a professional.
Is the delivery the final version?
No. What we deliver is a "delivery draft": AI does about 95% of the work and compiles the places that need human judgment into a to-confirm list. For notarization, certification, medical and legal documents, please have them reviewed by a professional.
Which languages are supported?
Initially we support translation between Simplified Chinese, Traditional Chinese, English, Japanese, Korean and Spanish.
Can you handle scanned PDFs?
Yes, we run OCR first. Pages with poor scan quality are listed separately in the to-confirm list.
What if I'm not happy with how a term or name is translated?
Just change the glossary. We rerun the whole document once for free with the new terms, and the whole document is unified automatically.
Can the deliverables be imported into my own translation software?
Document services include XLIFF / TMX, which can be imported into Trados, memoQ, Phrase and other tools for further polishing.
How does copyright work?
Please upload files you have the right to use. The deliverables are for your own use or internal use by your organization only; to publish a translation, you need to obtain authorization from the copyright holder of the original work yourself.
Do I need an Agent.Space account to buy?
Yes. Please sign in or sign up before paying; the order is kept in that account. The service is paid once in US dollars. Agent.Space credits are not used.
How can I check the progress of my order?
Sign in to Agent.Space and open My orders.