Llama-3-DARE-v3-8B / 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: 0.12392239047187575
- filter: model.norm
value: 0.9321540995757155
- filter: lm_head
value: 0.9321540995757155
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value: 0.9790541113047215
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value: 0.5837293662960215
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value: 0.9412235995535374
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value: 0.31233149627589435
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value: 0.8429344053665633
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value: 0.6736586892578483
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value: 0.24511379602231775
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value: 0.9579106307398759
- filter: layers.8.
value: 0.763438755789315
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value: 0.9682444116383796
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value: 0.08453321074167956
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value: 0.7964240843030714
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value: 0.33878902628372387
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value: 0.8458690962458848
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value: 0.1052429440590172
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value: 0.7623565162481113
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value: 0.9707532532287503
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value: 0.12523916859700104
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value: 0.8415224301240337
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value: 0.12872802862625543
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value: 0.5529482316673654
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value: 0.09282157218446654
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value: 0.8370536041906024
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value: 0.9175102292532279
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value: 0.8983418171724273
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value: 0.8136717935920286
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value: 0.05054222298359671
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value: 0.869544796603939
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value: 0.04716191274361657
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value: 0.13032011470396976
- filter: layers.30.
value: 0.19116844757457122
- filter: layers.31.
value: 0.1455500526734667
weight:
- filter: embed_token
value: 0.12232308541622408
- filter: model.norm.
value: 0.7266901175725669
- filter: lm_head
value: 0.7266901175725669
- filter: layers.0.
value: 0.8207345096435786
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value: 0.9504884225844141
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value: 0.7328920145925348
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value: 0.6736895869883676
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value: 0.7970121175937948
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value: 0.9789312914172503
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value: 0.962551880054289
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value: 0.9561739657469092
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value: 0.8536201095014567
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value: 0.9376890733815005
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value: 0.9551398977410172
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value: 0.9967262117722387
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value: 0.7701592243202565
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value: 0.6842573291853765
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value: 0.798376050387875
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value: 0.801001533828631
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value: 0.14199137490635572
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value: 0.7587521819162459
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value: 0.06311119172889679
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value: 0.902932718098389
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value: 0.04929564345988049
- filter: layers.31.
value: 0.922707420329624
- layer_range: [0, 32]
model:
model:
path: meta-llama/Meta-Llama-3-8B
parameters:
density:
- filter: embed_token
value: 0.1479082895745973
- filter: model.norm
value: 0.18334257522610492
- filter: lm_head
value: 0.18334257522610492
- filter: layers.0.
value: 0.17476905394590242
- filter: layers.1.
value: 0.11161623400742576
- filter: layers.2.
value: 0.16109344344908105
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value: 0.2735834275693588
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value: 0.8258891898417566
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value: 0.21085556872053604
- filter: layers.6.
value: 0.20766543320815006
- filter: layers.7.
value: 0.8947694253855037
- filter: layers.8.
value: 0.734275334571558
- filter: layers.9.
value: 0.1632311874735626
- filter: layers.10.
value: 0.940700711783812
- filter: layers.11.
value: 0.07148774488326176
- filter: layers.12.
value: 0.07541557340487534
- filter: layers.13.
value: 0.13833770311269455
- filter: layers.14.
value: 0.9612379711004643
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value: 0.8090075125599039
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value: 0.05962906198631645
- filter: layers.30.
value: 0.023125010859717736
- filter: layers.31.
value: 0.9109899850283665
weight:
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value: 0.12126630242759481
- filter: model.norm.
value: 0.07734624352533248
- filter: lm_head
value: 0.07734624352533248
- filter: layers.0.
value: 0.16823028525905875
- filter: layers.1.
value: 0.9417449451303712
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value: 0.7717519522673566
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value: 0.7601040526349441
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value: 0.0019090753772779204
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value: 0.16032547702469566
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value: 0.12224994873335546
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value: 0.006525097827571269
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value: 0.756537797885991
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value: 0.8051453838823787
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