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Qwen2.5-142B-Doubled72B-Math-Instruct-Mergekit-Merge

Text Generation
Transformers
Safetensors
qwen2
mergekit
Merge
conversational
text-generation-inference
Inference Endpoints
Model card Files Community

Qwen2.5-142B-Doubled72B-Math-Instruct (Mergekit-Merge) by Solshine (Caleb DeLeeuw)

image/png

merge

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

License

Hippocratic License 3.0 + Ecocide module, + Extractive Industries module, + Copyleft Hippocratic License HL3-CL-ECO-EXTR https://firstdonoharm.dev/version/3/0/cl-eco-extr.txt

Merge Details

Merge Method

This model was merged using the passthrough merge method. Every layer is doubled in order, from Qwen/Qwen2.5-72B-Instruct and Qwen/Qwen2.5-Math-72B, alternating which model is adding a layer and the MLP layers + 2 output layers only taken from the instruct model, creating 142B parameters. No additional fine-tune has been done in this merged model.

Models Merged

The following models were included in the merge:

Configuration

The following YAML configuration was used to produce this model:

slices:
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [0, 1]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [0, 1]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [1, 2]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [1, 2]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [2, 3]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [2, 3]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [3, 4]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [3, 4]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [4, 5]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [4, 5]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [5, 6]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [5, 6]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [6, 7]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [6, 7]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [7, 8]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [7, 8]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [8, 9]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [8, 9]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [9, 10]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [9, 10]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [10, 11]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [10, 11]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [11, 12]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [11, 12]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [12, 13]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [12, 13]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [13, 14]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [13, 14]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [14, 15]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [14, 15]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [15, 16]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [15, 16]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [16, 17]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [16, 17]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [17, 18]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [17, 18]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [18, 19]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [18, 19]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [19, 20]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [19, 20]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [20, 21]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [20, 21]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [21, 22]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [21, 22]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [22, 23]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [22, 23]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [23, 24]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [23, 24]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [24, 25]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [24, 25]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [25, 26]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [25, 26]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [26, 27]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [26, 27]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [27, 28]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [27, 28]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [28, 29]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [28, 29]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [29, 30]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [29, 30]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
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  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [30, 31]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
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  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [31, 32]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B 
        layer_range: [32, 33]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [32, 33]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [33, 34]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [33, 34]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [34, 35]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [34, 35]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [35, 36]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [35, 36]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [36, 37]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [36, 37]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [37, 38]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [37, 38]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [38, 39]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [38, 39]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [39, 40]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [39, 40]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [40, 41]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [40, 41]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [41, 42]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [41, 42]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
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  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [42, 43]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [43, 44]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [43, 44]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
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  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
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  - sources:
      - model: Qwen/Qwen2.5-Math-72B
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  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
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  - sources:
      - model: Qwen/Qwen2.5-Math-72B
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  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
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      - model: Qwen/Qwen2.5-Math-72B
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  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [47, 48]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [48, 49]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [48, 49]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [49, 50]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [49, 50]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [50, 51]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [50, 51]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [51, 52]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [51, 52]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
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  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [52, 53]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
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  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [53, 54]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [54, 55]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [54, 55]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [55, 56]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
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  - sources:
      - model: Qwen/Qwen2.5-Math-72B
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  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [56, 57]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [57, 58]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [57, 58]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [58, 59]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
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  - sources:
      - model: Qwen/Qwen2.5-Math-72B
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  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
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  - sources:
      - model: Qwen/Qwen2.5-Math-72B
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  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
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      - model: Qwen/Qwen2.5-Math-72B
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      - model: Qwen/Qwen2.5-72B-Instruct
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      - model: Qwen/Qwen2.5-Math-72B
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  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [62, 63]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
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  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
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  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [64, 65]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [64, 65]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [65, 66]
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      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [65, 66]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
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  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
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      - model: Qwen/Qwen2.5-Math-72B
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      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [67, 68]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
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  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [68, 69]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [69, 70]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [69, 70]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [70, 71]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [70, 71]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [71, 72]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [71, 72]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [72, 73]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
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  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [73, 74]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [73, 74]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
        layer_range: [74, 75]
  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [74, 75]
  - sources:
      - model: Qwen/Qwen2.5-Math-72B
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      - model: Qwen/Qwen2.5-72B-Instruct
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      - model: Qwen/Qwen2.5-Math-72B
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  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
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  - sources:
      - model: Qwen/Qwen2.5-Math-72B
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      - model: Qwen/Qwen2.5-72B-Instruct
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  - sources:
      - model: Qwen/Qwen2.5-72B-Instruct
        layer_range: [77, 80]
merge_method: passthrough
dtype: float16
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