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lines changed Original file line number Diff line number Diff line change @@ -34,10 +34,10 @@ It offers interfaces that constitute a _superset_ of [Tinker](https://thinkingm
3434thereby making it possible to access a Twinkle✨ training service via Tinker client or native Twinkle✨ client
3535which offers more functionalities.
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37- 🧩 ` <b> ` Decoupled Architecture` </b> ` : Standardized Interfaces, backward compatible with Tinker APIs.` <br> `
38- 🚀 ` <b> ` Multiple Runtime Modes` </b> ` : torchrun / Ray / HTTP.` <br> `
39- 🔌 ` <b> ` Versatile Backends` </b> ` : Transformers / Megatron.` <br> `
40- 👥 ` <b> ` Multi-Tenancy Training Service` </b> ` : Train multiple LoRAs that share one base model deployment.` <br> `
37+ 🧩 <b >Decoupled Architecture</b >: Standardized Interfaces, backward compatible with Tinker APIs.<br >
38+ 🚀 <b >Multiple Runtime Modes</b >: torchrun / Ray / HTTP.<br >
39+ 🔌 <b >Versatile Backends</b >: Transformers / Megatron.<br >
40+ 👥 <b >Multi-Tenancy Training Service</b >: Train multiple LoRAs that share one base model deployment.<br >
4141
4242Note: Twinkle✨is built by the team behind [ ms-swift] ( https://github.com/modelscope/ms-swift ) , and
4343we expect the two projects to evolve together. We expect some fundamental components in Twinkle✨will likely
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