Update README.md

README.md

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 # eva-mistral-dolphin-7b-spanish
 
-Mistral 7b based model fine tuned in Spanish to add high quality Spanish text generation.
+Mistral 7b-based model fine-tuned in Spanish to add high quality Spanish text generation.
 
-* Base model Mistral
-* Based on the excelent job of Eric Hartfod's dolphin models cognitivecomputations/dolphin-2.1-mistral-7b
+* Base model Mistral-7b
+* Based on the excelent job of Eric Hartford's dolphin models cognitivecomputations/dolphin-2.1-mistral-7b
 * Fine-tuned in Spanish with a collection of poetry, books, wikipedia articles, phylosophy texts and alpaca-es datasets.
-* Trained using Lora and PEFT on 2 GPUs for several days. 
-
+* Trained using Lora and PEFT and INT8 quantization on 2 GPUs for several days.
 
 ## Usage: