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@@ -18,7 +18,7 @@ The intent of SLIMs is to forge a middle-ground between traditional encoder-base
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  This model is fine-tuned on top of [**llmware/bling-stable-lm-3b-4e1t-v0**](https://huggingface.co/llmware/bling-stable-lm-3b-4e1t-v0), which in turn, is a fine-tune of stabilityai/stablelm-3b-4elt.
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- Each slim model has a 'quantized tool' version, e.g., [**'slim-sa-ner-3b-tool'**](https://huggingface.co/llmware/slim-sa-ner-3b-tool).
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  ## Prompt format:
 
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  This model is fine-tuned on top of [**llmware/bling-stable-lm-3b-4e1t-v0**](https://huggingface.co/llmware/bling-stable-lm-3b-4e1t-v0), which in turn, is a fine-tune of stabilityai/stablelm-3b-4elt.
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+ For fast inference, we would recommend the 'quantized tool' version of this model, e.g., [**'slim-sa-ner-3b-tool'**](https://huggingface.co/llmware/slim-sa-ner-3b-tool).
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  ## Prompt format: