Llama-3-DARE-v1-8B / mergekit_config.yml
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base_model:
model:
path: meta-llama/Meta-Llama-3-8B
dtype: bfloat16
merge_method: dare_ties
parameters:
int8_mask: 1.0
normalize: 0.0
slices:
- sources:
- layer_range: [0, 32]
model:
model:
path: meta-llama/Meta-Llama-3-8B-Instruct
parameters:
density:
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value: 0.07928115257656705
- filter: model.norm
value: 0.8644655087483669
- filter: lm_head
value: 0.8644655087483669
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value: 0.7023215975496551
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value: 0.5930151025883963
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value: 0.9235600142754441
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value: 0.30002273183016587
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value: 0.8718725802605614
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value: 0.8431819361408258
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value: 0.26586459452250655
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value: 0.20565052604836487
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value: 0.7865609337773642
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value: 0.8707795208055977
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value: 0.19128908483148235
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value: 0.925076317937204
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value: 0.3764120891817022
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value: 0.1537759874314265
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value: 0.8827103791905803
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value: 0.12994574083319627
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value: 0.9421382084146839
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value: 0.19784189207350633
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value: 0.9174803701757963
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value: 0.018511680579063827
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value: 0.6089701838828931
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value: 0.10667940525089978
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value: 0.7569387463687963
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value: 0.8617573261932969
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value: 0.8851543429501336
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value: 0.788944964233173
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value: 0.022117233408225547
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value: 0.9534983183659907
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value: 0.792604065605754
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value: 0.861671120755631
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value: 0.2948434371778307
- filter: layers.31.
value: 0.18891036670059388
weight:
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value: 0.244303585022914
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value: 0.7921741064842713
- filter: lm_head
value: 0.7921741064842713
- filter: layers.0.
value: 0.7781818034133037
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value: 0.6397880690508684
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value: 0.7937466750856308
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value: 0.8172928460203015
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value: 0.15982240434953007
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value: 0.03946607654759535
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value: 0.9794887267657514
- filter: layers.31.
value: 0.9143801295721963
- layer_range: [0, 32]
model:
model:
path: meta-llama/Meta-Llama-3-8B
parameters:
density:
- filter: embed_token
value: 0.8288618306009948
- filter: model.norm
value: 0.23292234562975161
- filter: lm_head
value: 0.23292234562975161
- filter: layers.0.
value: 0.372454056194375
- filter: layers.1.
value: 0.14253218919354635
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value: 0.3078424546105084
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value: 0.25930581838885686
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value: 0.978321706776098
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value: 0.05609446797559111
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value: 0.24314602951396613
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value: 0.911885464400789
- filter: layers.8.
value: 0.7414851452758723
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value: 0.18093642039158353
- filter: layers.10.
value: 0.9084501788509814
- filter: layers.11.
value: 0.2484987778735853
- filter: layers.12.
value: 0.02864842329393736
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value: 0.035996105784139906
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value: 0.10607547240686495
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value: 0.0142610579064266
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value: 0.9041406411956623
weight:
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value: 0.11199251330860797
- filter: model.norm.
value: 0.14400396011333005
- filter: lm_head
value: 0.14400396011333005
- filter: layers.0.
value: 0.04471455188049395
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value: 0.9523895147273159
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value: 0.8434787249757318
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