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IceCaffeLatteRP-7b

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

Merge Details

My last merge that I'm using. For feedback ST Discord model's topic

Thx riveRiPH for

Thx mradermacher for

Merge Method

This model was merged using the SLERP merge method.

Models Merged

The following models were included in the merge:

  • IceLatteRP-7b
  • IceMochaccinoRP-7b

Configuration

The following YAML configuration was used to produce this model:

slices:
  - sources:
      - model: IceMochaccinoRP-7b
        layer_range: [0, 32]
      - model: IceLatteRP-7b 
        layer_range: [0, 32]

merge_method: slerp
base_model: IceLatteRP-7b 
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

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric Value
Avg. 71.10
AI2 Reasoning Challenge (25-Shot) 69.03
HellaSwag (10-Shot) 86.70
MMLU (5-Shot) 64.34
TruthfulQA (0-shot) 61.16
Winogrande (5-shot) 81.29
GSM8k (5-shot) 64.06
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Model size
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Tensor type
BF16
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Evaluation results