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announce support of hymba #921

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Dec 6, 2024
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announce support of hymba #921

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Expand Up @@ -31,6 +31,7 @@ An extensible, convenient, and efficient toolbox for finetuning large machine le


## Latest News
* [2024-12-02] Support [Hymba](https://github.com/NVlabs/hymba), a new family of small language models featuring a hybrid-head parallel architecture. Check out [Post-training Hymba](https://github.com/OptimalScale/LMFlow/tree/main/experimental/Hymba) for more details.
* [2024-07-01] 🏆 LMFlow receives the [**Best Demo Paper Award**](https://docs.google.com/presentation/d/1TVDooAZqkNObz5ysVhDFtqnnVHR-u8wqYvgix-gzPMs/edit#slide=id.g2e55907bbcc_0_70) at **NAACL 2024**! 🎉
* [2024-06-30] Expanding Optimization Options! We now support custom optimizer training with a variety of optimizers. Dive into the details and try out the new features with our updated script at [custom_optimizers](https://github.com/OptimalScale/LMFlow/blob/main/scripts/run_finetune_with_custom_optim.sh).
* [2024-04-25] :rocket: Support conversation template! We've preset the latest [Llama-3](https://huggingface.co/meta-llama/Meta-Llama-3-70B) and [Phi-3](https://huggingface.co/microsoft/Phi-3-mini-128k-instruct) conversation templates as well as some frequently used templates such as `chatml` (see all templates [here](https://optimalscale.github.io/LMFlow/examples/DATASETS.html#conversation-template)), and we are working on adding more preset templates. Adding corresponding `--conversation_template` in the shell script and you are all set! :rocket:
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| Model | Conversation Template (Details) |
| :---: | :-------------------: |
| [Hymba](https://huggingface.co/collections/nvidia/hymba-673c35516c12c4b98b5e845f) | `Hymba` ([Link](https://optimalscale.github.io/LMFlow/examples/supported_conversation_template.html#hymba)) |
| [DeepSeek](https://huggingface.co/deepseek-ai) | `deepseek` ([Link](https://optimalscale.github.io/LMFlow/examples/supported_conversation_template.html#deepseek)) |
| [Gemma](https://huggingface.co/google) | `gemma` ([Link](https://optimalscale.github.io/LMFlow/examples/supported_conversation_template.html#gemma)) |
| [InternLM2](https://huggingface.co/internlm) | `internlm2` ([Link](https://optimalscale.github.io/LMFlow/examples/supported_conversation_template.html#internlm2)) |
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