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Instruct_Mixtral-8x7B-v0.1_Dolly15K

Fine-tuned from Mixtral-8x7B-v0.1, used Dolly15k for the dataset. 85% for training, 14.9% validation, 0.1% test. Trained for 1.0 epochs using QLora. Trained with 1024 context window.

Model Details

  • Trained by: trained by Brillibits.
  • Model type: Instruct_Mixtral-8x7B-v0.1_Dolly15K is an auto-regressive language model based on the Llama 2 transformer architecture.
  • Language(s): English
  • License for Instruct_Mixtral-8x7B-v0.1_Dolly15K: apache-2.0 license

Prompting

Prompt Template With Context

Write a 10-line poem about a given topic

Input:

The topic is about racecars

Output:

Prompt Template Without Context

Who was the was the second president of the United States?

Output:

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Dataset used to train Brillibits/Instruct_Mixtral-8x7B-v0.1_Dolly15K