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  Llama3 8b-based model fine-tuned in Spanish to add high quality Spanish text generation.
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  * Base model Llama3-8b
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- * Based on the excelent job of Eric Hartford's dolphin models cognitivecomputations/dolphin-2.9-llama3-8b
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- * Fine-tuned in Spanish with a collection of poetry, books, wikipedia articles, phylosophy texts and alpaca-es datasets.
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- * Trained using Lora and PEFT and INT8 quantization on 2 GPUs for several days.
 
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  ## Usage:
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  Llama3 8b-based model fine-tuned in Spanish to add high quality Spanish text generation.
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  * Base model Llama3-8b
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+ * Generates high quality natural responses in Spanish, reasoning and logic. Fine tuned for conversation.
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+ * Based on the excelent job of Eric Hartford's unbiased dolphin models cognitivecomputations/dolphin-2.9-llama3-8b
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+ * Fine-tuned on top in Spanish with a collection of poetry, books, wikipedia articles, phylosophy texts and alpaca-es datasets.
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+ * Trained using QLora and PEFT and INT4 quantization.
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  ## Usage:
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