grimjim / madwind-wizard-7B-GGUF

madwind-wizard-7B-GGUF

This is a merge of pre-trained 7B language models created using mergekit .

The intended goal of this merge was to combine the 32K context window of Mistral v0.2 base with the richness and strength of the Zephyr Beta and WizardLM 2 models. This was a mixed-precision merge, promoting Mistral v0.2 base from fp16 to bf16.

The result can be used for text generation. Note that Zephyr Beta training removed in-built alignment from datasets, resulting in a model more likely to generate problematic text when prompted. This merge appears to have inherited that feature.

• Full weights: grimjim/madwind-wizard-7B
• GGUF quants: grimjim/madwind-wizard-7B-GGUF

Merge Details

Merge Method

This model was merged using the SLERP merge method.

Models Merged

The following models were included in the merge:

• grimjim/zephyr-beta-wizardLM-2-merge-7B
• alpindale/Mistral-7B-v0.2-hf

Configuration

The following YAML configuration was used to produce this model:

slices:
  - sources:
    - model: alpindale/Mistral-7B-v0.2-hf
      layer_range: [0,32]
    - model: grimjim/zephyr-beta-wizardLM-2-merge-7B
      layer_range: [0,32]
merge_method: slerp
base_model: alpindale/Mistral-7B-v0.2-hf
parameters:
  t:
    - value: 0.5
dtype: bfloat16