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| title: Ankira - German Dictation Trainer | |
| emoji: ✍️ | |
| colorFrom: indigo | |
| colorTo: green | |
| sdk: gradio | |
| sdk_version: 6.18.0 | |
| app_file: app.py | |
| pinned: false | |
| tags: | |
| - track:backyard | |
| - sponsor:modal | |
| - achievement:llama | |
| <p align="left"> | |
| <img src="assets/ankira.png" alt="Ankira" width="320"> | |
| </p> | |
| Linkedin post: https://www.linkedin.com/posts/michael-gamov_hackathon-hugginface-edtech-share-7472436888662966272-0TPq/?utm_source=share&utm_medium=member_desktop&rcm=ACoAAARyRM4B0zn7KlZSgZZbrgv0njDErnlWPuo | |
| # Ankira: German Dictation Trainer | |
| A mobile-first dictation trainer. Enter the words you want to practice, get a | |
| short German dictation read aloud, write it by hand, then photograph your page | |
| to see a word-level diff against the original. | |
| Original plan included importing well-remembered words from Anki cards for practice, thus ANKIra. | |
| # Models used | |
| - https://huggingface.co/LiquidAI/LFM2.5-8B-A1B-GGUF | |
| - https://huggingface.co/Qwen/Qwen3-VL-8B-Instruct-GGUF | |
| - https://huggingface.co/bosonai/higgs-audio-v3-tts-4b | |
| # Running | |
| No models run in this Space — every inference is an HTTP call to a Modal | |
| endpoint. Configure these as **Space secrets**: | |
| | Secret | Points at | | |
| | --- | --- | | |
| | `MODAL_LLM_URL` | LFM2.5 llama-server base URL (OpenAI-compatible chat completions) | | |
| | `MODAL_TTS_URL` | Higgs Audio v3 TTS (`/v1/audio/speech`; base URL also accepted) | | |
| | `MODAL_OCR_URL` | Qwen3-VL llama-server base URL (multimodal chat completions) | | |
| | `MODAL_KEY` | Modal proxy-auth token id (sent as the `Modal-Key` header) | | |
| | `MODAL_SECRET` | Modal proxy-auth token secret (sent as the `Modal-Secret` header) | | |
| `MODAL_KEY` and `MODAL_SECRET` go together: the endpoints are deployed with | |
| `requires_proxy_auth=True`, and the client only sends the auth headers when both | |
| are set. Create the token in the Modal dashboard (Settings → Proxy Auth Tokens). | |
| # Our Team | |
| - [@nofate](https://huggingface.co/nofater) Michael Gamov | |
| - [@latticetower](https://huggingface.co/latticetower) Tatiana Malygina | |
| # Demo | |
| <p align="center"> | |
| <a href="https://youtube.com/shorts/lEDWexzLsz0"><img src="assets/cover.png" alt="Watch the demo" width="480"></a> | |
| </p> |