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USER: <prompt>
ASSISTANT:Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
{prompt}
### Response:
slices:
- sources:
- model: Open-Orca/Mistral-7B-OpenOrca
layer_range: [0, 24]
- sources:
- model: akjindal53244/Mistral-7B-v0.1-Open-Platypus
layer_range: [8, 32]
merge_method: passthrough
dtype: bfloat16slices:
- sources:
- model: "/content/drive/MyDrive/CC-v1.1-7B-bf16"
layer_range: [0, 24]
- sources:
- model: "/content/drive/MyDrive/Mistral-7B-Airoboros-2.2-bf16"
layer_range: [8, 32]
merge_method: passthrough
dtype: bfloat16slices:
- sources:
- model: Mistral-11B-OpenOrcaPlatypus
layer_range: [0, 48]
- model: Mistral-11B-CC-Airo
layer_range: [0, 48]
merge_method: slerp
base_model: Mistral-11B-OpenOrcaPlatypus
parameters:
t:
- filter: lm_head
value: [0.75]
- filter: embed_tokens
value: [0.75]
- filter: self_attn
value: [0.75, 0.25]
- filter: mlp
value: [0.25, 0.75]
- filter: layernorm
value: [0.5, 0.5]
- filter: modelnorm
value: [0.75]
- value: 0.5 # fallback for rest of tensors
dtype: bfloat16| Task | Version | Metric | Value | Stderr | |
|---|---|---|---|---|---|
| arc_challenge | 0 | acc | 0.5452 | ± | 0.0146 |
| acc_norm | 0.5836 | ± | 0.0144 | ||
| arc_easy | 0 | acc | 0.8321 | ± | 0.0077 |
| acc_norm | 0.8119 | ± | 0.0080 | ||
| hellaswag | 0 | acc | 0.6381 | ± | 0.0048 |
| acc_norm | 0.8250 | ± | 0.0038 | ||
| piqa | 0 | acc | 0.8096 | ± | 0.0092 |
| acc_norm | 0.8243 | ± | 0.0089 | ||
| truthfulqa_mc | 1 | mc1 | 0.3941 | ± | 0.0171 |
| mc2 | 0.5606 | ± | 0.0155 | ||
| winogrande | 0 | acc | 0.7395 | ± | 0.0123 |
