llama2-7b-function-calling-slerp

llama2-7b-function-calling-slerp is a merge of the following models using mergekit:

• meta-llama/Llama-2-7b-hf
• Trelis/Llama-2-7b-chat-hf-function-calling-v3

🧩 Configuration

slices:
  - sources:
      - model: meta-llama/Llama-2-7b-hf
        layer_range: [0, 32]
      - model: Trelis/Llama-2-7b-chat-hf-function-calling-v3
        layer_range: [0, 32]
merge_method: slerp
base_model: meta-llama/Llama-2-7b-hf
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
dtype: bfloat16

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	53.53
AI2 Reasoning Challenge (25-Shot)	55.46
HellaSwag (10-Shot)	79.50
MMLU (5-Shot)	50.32
TruthfulQA (0-shot)	40.32
Winogrande (5-shot)	75.22
GSM8k (5-shot)	20.39