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grimjim/
kukulemon-v3-soul_mix-32k-7B-GGUF

Name: kukulemon-v3-soul_mix-32k-7B-GGUF
Availability: InStock

2212.04089

grimjim/kukulemon-v3-soul_mix-32k-7B

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kukulemon-v3-soul_mix-32k-7B

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

We explore merger at extremely low weight as an alternative to fine-tuning. The additional model was applied at a weight of 10e-5, which was selected to be comparable to a few epochs of training. The low weight also amounts to the additional model being flattened, though technically not sparsified.

Merge Details

Merge Method

This model was merged using the task arithmetic merge method using grimjim/kukulemon-32K-7B as a base.

Models Merged

The following model was included in the merge:

grimjim/rogue-enchantress-32k-7B

Configuration

The following YAML configuration was used to produce this model:

yaml

base_model: grimjim/kukulemon-32K-7B
dtype: bfloat16
merge_method: task_arithmetic
slices:
- sources:
  - layer_range: [0, 32]
    model: grimjim/kukulemon-32K-7B
  - layer_range: [0, 32]
    model: grimjim/rogue-enchantress-32k-7B
    parameters:
      weight: 10e-5

grimjim/kukulemon-v3-soul_mix-32k-7B-GGUF