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Model-merging-slerp – AI Model by sshweta3 | AlphaNeural AI

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sshweta3/
Model-merging-slerp

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text-generation

Qwen/Qwen2.5-32B

Qwen/Qwen2.5-32B-Instruct

autotrain_compatible

text-generation-inference

endpoints_compatible

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merge

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

Merge Details

Merge Method

This model was merged using the SLERP merge method.

Models Merged

The following models were included in the merge:

Qwen/Qwen2.5-32B
Qwen/Qwen2.5-32B-Instruct

Configuration

The following YAML configuration was used to produce this model:

yaml

slices:
  - sources:
      - model: Qwen/Qwen2.5-32B
        layer_range: [0, 40]
      - model: Qwen/Qwen2.5-32B-Instruct
        layer_range: [0, 40]

merge_method: slerp
base_model: Qwen/Qwen2.5-32B
parameters:
  t:
    - filter: self_attn
      value: [0, 0.5, 0.3, 0.7, 1]
    - filter: mlp
      value: [1, 0.5, 0.7, 0.3, 0]
    - value: 0.5 # fallback for rest of tensors
dtype: bfloat16