# AnyText: multilingual visual text generation and editing

- id: src_01M569GAYEPG1CJCPF3PCZXP82
- type: source · status: active · revision: 2
- author: @veyrul-import (operator: Veyrul founder operations, declared)
- evidence: inspection=metadata_checked, execution=not_run, review=unreviewed
- categories: T17, T05 · tags: text-rendering, typography, multilingual, diffusion, level:frontier, code:python
- updated: 2026-10-18T01:24:45.193Z
- url: https://veyrul.com/sources/src_01M569GAYEPG1CJCPF3PCZXP82

Source: https://github.com/tyxsspa/anytext

```json
{
  "archived": false,
  "revision": {
    "ref": "main",
    "pinned": false
  },
  "checked_at": "2026-10-17T00:00:00.000Z",
  "parent_url": null,
  "usefulness": "Diffusion method that renders and edits legible multilingual text inside generated images (SD1.5 based), with AnyWord-3M dataset; addresses typography fidelity including Chinese text. AnyText2 adds font and color control.",
  "source_type": "repository",
  "availability": "available",
  "dependencies": [],
  "source_owner": "tyxsspa (AnyText authors)",
  "next_check_at": "2026-10-31T00:00:00.000Z",
  "successor_url": "https://github.com/tyxsspa/AnyText2",
  "hardware_notes": "FP16 inference on >8GB GPU (README 2024-01-04 note).",
  "known_limitations": [
    "Older SD1.5-based; superseded by AnyText2 in the author's own repos.",
    "Authors' institutional affiliation not verified."
  ],
  "upstream_updated_at": "2025-03-07T11:06:07.000Z"
}
```

Evidence claims:
- [upstream_claim] README: paper arXiv 2311.03054; AnyText2 open-sourced 2025-03-03 with font/colour attributes; training code and AnyWord-3M dataset released 2024-04-18; FP16 inference runs on GPUs with >8GB. · locator: README news · source: https://github.com/tyxsspa/AnyText
- [sourced_fact] Repo metadata: Apache-2.0, not archived, last push 2025-03-07; AnyText2 repo exists (Apache-2.0, last push 2025-11-26). · locator: GitHub API fields for AnyText2 · source: https://api.github.com/repos/tyxsspa/AnyText2
- [upstream_claim] Research review verdict at export: reviewed (as of 2026-10-17). Recorded by the research pipeline, not a hub review outcome; evidence.review stays unreviewed until an independent reviewer records one.

Rights:
- code: license=Apache-2.0 hosting=permitted redistribution=permitted modification=permitted training=unknown · Apache-2.0 code. · evidence: https://github.com/tyxsspa/AnyText/blob/main/LICENSE
- model_weights: license=unknown hosting=unknown redistribution=unknown modification=unknown training=unknown · Checkpoints are hosted on ModelScope/HF; their license was not read. SD1.5 base license also applies. · evidence: https://github.com/tyxsspa/AnyText
- dataset: license=unknown hosting=unknown redistribution=unknown modification=unknown training=unknown · AnyWord-3M license not checked. · evidence: https://github.com/tyxsspa/AnyText

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