Spaces:
Running on Zero
Running on Zero
Update README.md
#1
by ZhaoJingzi - opened
README.md
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short_description: A gentle Mandarin sentence coach.
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tags:
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- off-brand
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models:
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- Alphaplasti/ToneBridge-MiniCPM4.1-8B
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---
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Built for the Hugging Face **Build Small Hackathon**.
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## The Problem
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Beginner Mandarin learners often know what they want to say, but not whether the sentence sounds natural, polite, or appropriate for the social context.
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└── README.md
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```
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## Hackathon Fit
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- **Off-brand UI:** the app uses a custom `gr.Server` frontend instead of default Gradio Blocks.
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- **Small, focused product:** one clear learning job, one correction at a time.
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- **Codex track ready:** the code should be pushed to a public GitHub repository with Codex-attributed commits, then linked from this Space README.
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## Credits
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- **Alphaplasti** - ToneBridge-MiniCPM4.1-8B for sentence correction.
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- **OpenBMB** - MiniCPM4.1-8B base model.
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- **Hugging Face Spaces** - hosting, ZeroGPU, and the Build Small Hackathon.
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- **Gradio** - `gr.Server`, queue/API infrastructure, and client compatibility.
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---
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*ToneBridge - gentle Mandarin correction for real learners.*
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pinned: false
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short_description: A gentle Mandarin sentence coach.
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tags:
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- build-small-hackathon
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- backyard-ai
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- thousand-token-wood
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- openbmb
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- minicpm
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- openai-codex
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- modal
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- off-brand
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- off-the-grid
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- well-tuned
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- off-brand
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- field-notes
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- best-demo
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- bonus-quest-champion
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- judges-wildcard
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models:
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- Alphaplasti/ToneBridge-MiniCPM4.1-8B
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---
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Built for the Hugging Face **Build Small Hackathon**.
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## Contributer
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- **@Alphaplasti**
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- **@ZHAO JINGZI**
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## The Problem
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Beginner Mandarin learners often know what they want to say, but not whether the sentence sounds natural, polite, or appropriate for the social context.
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└── README.md
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```
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## Credits
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- **OpenBMB** - MiniCPM4.1-8B base model.
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- **Hugging Face Spaces** - hosting, ZeroGPU, and the Build Small Hackathon.
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- **Gradio** - `gr.Server`, queue/API infrastructure, and client compatibility.
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## All Relevant Links
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- Live Space: [ToneBridge on Hugging Face Spaces](https://huggingface.co/spaces/build-small-hackathon/Tone-Bridge)
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- Fine-tuned model: [Alphaplasti/ToneBridge-MiniCPM4.1-8B](https://huggingface.co/Alphaplasti/ToneBridge-MiniCPM4.1-8B)
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- Dataset: [Alphaplasti/tonebridge-metrics](https://huggingface.co/datasets/Alphaplasti/tonebridge-metrics)
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- Community Blog: [ToneBridge: Fine-Tuning a Small Mandarin Coach for Context-Aware Corrections] (https://huggingface.co/blog/build-small-hackathon/tonebridge-fine-tuning-a-small-mandarin-coach-for)
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## All Relevant Links
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- Demo video: [ToneBridge Demo on YouTube](https://www.youtube.com/watch?v=ivgE5TJY7Mc)
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- X / Twitter post: [ToneBridge announcement on X](https://x.com/jingzi_zhao_x/status/2066131768302850161)
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- LinkedIn: https://www.linkedin.com/posts/jingzizhao_tonebridge-a-hugging-face-space-by-build-small-hackathon-share-7471909868619206656-rpF2/?utm_source=share&utm_medium=member_desktop&rcm=ACoAAEhuC3wBuxIz2RG3eXfMGjg0-IcyvdK-wsk
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- Hackathon Diary #1: [Build Small Hackathon Diary #1](https://www.youtube.com/watch?v=zAikxiVqwmg&t=13s)
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- Hackathon Diary #2: [Build Small Hackathon Diary #2](https://www.youtube.com/watch?v=4waOzX48tUk&t=4s)
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---
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*ToneBridge - gentle Mandarin correction for real learners.*
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