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Doc: Idea for speed improvements and intermediate results display, grouping future directions
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README.md
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@@ -36,18 +36,24 @@ You can try out the ChillTranslator via the HuggingFace Space demo at [https://h
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- **Self-hostable, serverless, or APIs**: running DIY could save costs, avoid needing to sign up to APIs, and avoid the risk of toxic content causing API access to be revoked. We use llama-cpp-python with Mixtral, with a HTTP server option, and a fast "serverless" backend using RunPod currently.
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## Possible future directions 🌟
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## Getting started 🚀
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- **Self-hostable, serverless, or APIs**: running DIY could save costs, avoid needing to sign up to APIs, and avoid the risk of toxic content causing API access to be revoked. We use llama-cpp-python with Mixtral, with a HTTP server option, and a fast "serverless" backend using RunPod currently.
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## Possible future directions 🌟
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**Speed:**
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- Generating rephrasings in parallel.
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- Show intermediate results to the user, while waiting for the final result.
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- Split text into sentences e.g: with “pysbd” for parallel processing of translations.
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**Speed and Quality:**
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- Use Jigsaw dataset to find spicy comments, making a dataset for training a translation transformer, maybe like Google's T5 to run faster than Mixtral could.
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- Try using a 'Detoxify' scoring model instead of the current "spicy" score method.
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- Use natural language similarity techniques to compare possible rephrasing fidelity faster.
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- Collecting a dataset of spicy comments and their rephrasings.
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- Feedback loop: users could score rephrasings, or suggest their own.
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**Distribution:**
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- Better example showing use as Python module, HTTP API, for use from other tools, browser extensions.
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- Enabling easy experimenting with online hosted LLM APIs
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- Making setup on different platforms easier
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## Getting started 🚀
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