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nlpguy/ColorShadow-7B-v3

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face

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ColorShadow-7B-v3

This is a Gradient-SLERP merge between ColorShadow-7B and Terminis-7B performed using mergekit.

Here is the config file used:

slices:
  - sources:
      - model: nlpguy/ColorShadow-7B
        layer_range: [0, 32]
      - model: Q-bert/Terminis-7B
        layer_range: [0, 32]
merge_method: slerp
base_model: nlpguy/ColorShadow-7B
parameters:
  t:
    - filter: self_attn
      value: [1, 0.5, 0.7, 0.3, 0]
    - filter: mlp
      value: [0, 0.5, 0.3, 0.7, 1]
    - value: 0.5 # fallback for rest of tensors
dtype: float16

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	67.29
AI2 Reasoning Challenge (25-Shot)	67.58
HellaSwag (10-Shot)	85.04
MMLU (5-Shot)	60.57
TruthfulQA (0-shot)	62.88
Winogrande (5-shot)	80.11
GSM8k (5-shot)	47.54