BagelMix-8x7B

Undi95/BagelMix-8x7B

BagelMix-8x7B is a text generation model from Undi95. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as cc-by-nc-4.0.

This is a merge of pre-trained language models created using mergekit.

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93.4 GB on disk

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At a glance

Task: Text Generation
Library: transformers
License: cc-by-nc-4.0
Model type: mixtral
Access: Public
Created: Jan 12, 2024
Updated: Jan 12, 2024
SHA: 13cc2f43

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Base models

Model card

From the Hugging Face model README

BagelMix

This is a merge of pre-trained language models created using mergekit.

Merge Details

Merge Method

This model was merged using the DARE TIES merge method using jondurbin/bagel-dpo-8x7b-v0.2 as a base.

Models Merged

The following models were included in the merge:

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: jondurbin/bagel-dpo-8x7b-v0.2
    parameters:
      density: 1.0
      weight: 1.0
  - model: Doctor-Shotgun/Mixtral-8x7B-Instruct-v0.1-LimaRP-ZLoss
    parameters:
      density: 0.5
      weight: [0.33, 0.4, 0.33]
  - model: NeverSleep/Noromaid-v0.4-Mixtral-Instruct-8x7b-Zloss
    parameters:
      density: [0.33, 0.45, 0.66]
      weight: 0.66
merge_method: dare_ties
base_model: jondurbin/bagel-dpo-8x7b-v0.2
parameters:
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source : union

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Task: Text Generation
Library: transformers
Type: mixtral
License: cc-by-nc-4.0
Created: Jan 12, 2024
Updated: Jan 12, 2024