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# DiTy/gemma-2-2b-it-function-calling-GGUF
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> [!NOTE]
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> NB: If you want to use the model to call functions in complex, long and confusing dialogues, it is better to use a larger model [DiTy/gemma-2-9b-it-function-calling-GGUF](https://huggingface.co/DiTy/gemma-2-9b-it-function-calling-GGUF).
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This model is a fine-tuned version of [google/gemma-2-2b-it](https://huggingface.co/google/gemma-2-2b-it) for the **Function Calling** task on non-synthetic data,
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fully annotated by humans only, on the English version of the <ins>*DiTy/function-calling*</ins> dataset.
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| **Model** | **Generation Language** | **Approximately Validation Loss** |
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| :-----: | :-----: | :-----: |
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| [DiTy/gemma-2-
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| [DiTy/gemma-2-9b-it-function-calling-GGUF](https://huggingface.co/DiTy/gemma-2-9b-it-function-calling-GGUF) | EN | 0.5 |
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| [**DiTy/gemma-2-2b-it-function-calling**](https://huggingface.co/DiTy/gemma-2-2b-it-function-calling) | **EN** | **0.66** |
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# DiTy/gemma-2-2b-it-function-calling-GGUF
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> [!NOTE]
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> NB: If you want to use the model to call functions in complex, long and confusing dialogues, it is better to use a larger model [DiTy/gemma-2-9b-it-function-calling-GGUF](https://huggingface.co/DiTy/gemma-2-9b-it-function-calling-GGUF) or [DiTy/gemma-2-27b-it-function-calling-GGUF](https://huggingface.co/DiTy/gemma-2-27b-it-function-calling-GGUF).
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This model is a fine-tuned version of [google/gemma-2-2b-it](https://huggingface.co/google/gemma-2-2b-it) for the **Function Calling** task on non-synthetic data,
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fully annotated by humans only, on the English version of the <ins>*DiTy/function-calling*</ins> dataset.
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| **Model** | **Generation Language** | **Approximately Validation Loss** |
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| :-----: | :-----: | :-----: |
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| [DiTy/gemma-2-27b-it-function-calling-GGUF](https://huggingface.co/DiTy/gemma-2-27b-it-function-calling-GGUF) | EN | 0.47 |
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| [DiTy/gemma-2-9b-it-russian-function-calling-GGUF](https://huggingface.co/DiTy/gemma-2-9b-it-russian-function-calling-GGUF) | RU | 0.57 |
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| [DiTy/gemma-2-9b-it-function-calling-GGUF](https://huggingface.co/DiTy/gemma-2-9b-it-function-calling-GGUF) | EN | 0.5 |
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| [**DiTy/gemma-2-2b-it-function-calling**](https://huggingface.co/DiTy/gemma-2-2b-it-function-calling) | **EN** | **0.66** |
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