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(SYSTEM: {context}) - Not mandatory
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: "/content/drive/MyDrive/SynthIA-7B-v1.5-bf16"
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-SynthIAOpenPlatypus
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 | 0.5410 | ± | 0.0146 |
| acc_norm | 0.5640 | ± | 0.0145 | ||
| arc_easy | 0 | acc | 0.8228 | ± | 0.0078 |
| acc_norm | 0.8068 | ± | 0.0081 | ||
| hellaswag | 0 | acc | 0.6274 | ± | 0.0048 |
| acc_norm | 0.8167 | ± | 0.0039 | ||
| piqa | 0 | acc | 0.8052 | ± | 0.0092 |
| acc_norm | 0.8232 | ± | 0.0089 | ||
| truthfulqa_mc | 1 | mc1 | 0.3905 | ± | 0.0171 |
| mc2 | 0.5592 | ± | 0.0155 | ||
| winogrande | 0 | acc | 0.7364 | ± | 0.0124 |
| Metric | Value |
|---|---|
| Avg. | 54.56 |
| ARC (25-shot) | 62.46 |
| HellaSwag (10-shot) | 83.13 |
| MMLU (5-shot) | 63.47 |
| TruthfulQA (0-shot) | 55.69 |
| Winogrande (5-shot) | 76.4 |
| GSM8K (5-shot) | 11.9 |
| DROP (3-shot) | 28.88 |