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Meta-Llama-3-70bのセルフマージにより120Bにパラメーター数を拡大したモデルの高性能化が報告されています
今回高品質な日本語LLMである、karakuri-ai/karakuri-lm-8x7b-chat-v0.1の精度を更に高めるために、"num_hidden_layers": 32、から、56への自己拡張マージを行いました。
マージに利用したスライスのインターバルから本モデル(Ex-karakuri-8x12B-chat-v2)が非マージ部分4層、Ex-karakuri-8x12B-chat-v1は8層に設定しています

It was inspired by large merges like:

slices:
- sources:
  - layer_range: [0, 4]
    model: karakuri-ai/karakuri-lm-8x7b-chat-v0.1
- sources:
  - layer_range: [2, 6]
    model: karakuri-ai/karakuri-lm-8x7b-chat-v0.1
- sources:
  - layer_range: [4, 8]
    model: karakuri-ai/karakuri-lm-8x7b-chat-v0.1
- sources:
  - layer_range: [6, 10]
    model: karakuri-ai/karakuri-lm-8x7b-chat-v0.1
- sources:
  - layer_range: [8, 12]
    model: karakuri-ai/karakuri-lm-8x7b-chat-v0.1
- sources:
  - layer_range: [10, 14]
    model: karakuri-ai/karakuri-lm-8x7b-chat-v0.1
- sources:
  - layer_range: [12, 16]
    model: karakuri-ai/karakuri-lm-8x7b-chat-v0.1
- sources:
  - layer_range: [14, 18]
    model: karakuri-ai/karakuri-lm-8x7b-chat-v0.1
- sources:
  - layer_range: [16, 20]
    model: karakuri-ai/karakuri-lm-8x7b-chat-v0.1
- sources:
  - layer_range: [18, 22]
    model: karakuri-ai/karakuri-lm-8x7b-chat-v0.1
- sources:
  - layer_range: [20, 24]
    model: karakuri-ai/karakuri-lm-8x7b-chat-v0.1
- sources:
  - layer_range: [22, 26]
    model: karakuri-ai/karakuri-lm-8x7b-chat-v0.1
- sources:
  - layer_range: [24, 28]
    model: karakuri-ai/karakuri-lm-8x7b-chat-v0.1
- sources:
  - layer_range: [26, 30]
    model: karakuri-ai/karakuri-lm-8x7b-chat-v0.1
- sources:
  - layer_range: [28, 32]
    model: karakuri-ai/karakuri-lm-8x7b-chat-v0.1
merge_method: passthrough
dtype: bfloat16
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