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@@ -20,7 +20,7 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [google/gemma-7b](https://huggingface.co/google/gemma-7b) with [philschmid/gemma-tokenizer-chatml](https://huggingface.co/philschmid/gemma-tokenizer-chatml) tokenizer on the [philschmid/dolly-15k-oai-style](https://huggingface.co/datasets/philschmid/dolly-15k-oai-style) using the chatML format.
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- The model was fine-tuned with the following [script using Lora (no, qlora)](). I also included a [inference script]() to make sure it works since there were some issues with Gemma. Results of the inference test are
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  ```bash
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  This model is a fine-tuned version of [google/gemma-7b](https://huggingface.co/google/gemma-7b) with [philschmid/gemma-tokenizer-chatml](https://huggingface.co/philschmid/gemma-tokenizer-chatml) tokenizer on the [philschmid/dolly-15k-oai-style](https://huggingface.co/datasets/philschmid/dolly-15k-oai-style) using the chatML format.
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+ The model was fine-tuned with the following [script using Lora (no, qlora)](https://huggingface.co/philschmid/gemma-7b-dolly-chatml/blob/main/trl-lora.py). I also included a [inference script](https://huggingface.co/philschmid/gemma-7b-dolly-chatml/blob/main/inference.py) to make sure it works since there were some issues with Gemma. Results of the inference test are
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  ```bash
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