DeepSauerHuatuoSkywork-R1-o1-Llama-3.1-8B
This is a merge of pre-trained language models created using mergekit.
DeepSeek-R1-Distill-Llama-8B has been merged in at low weight in hopes of increasing the reasoning capability of the resulting model.
Built with Llama.
Merge Details
Merge Method
This model was merged using the task arithmetic merge method using meta-llama/Llama-3.1-8B as a base.
Models Merged
The following models were included in the merge:
Configuration
The following YAML configuration was used to produce this model:
base_model: meta-llama/Llama-3.1-8B
dtype: bfloat16
merge_method: task_arithmetic
parameters:
normalize: true
models:
- model: meta-llama/Llama-3.1-8B
- model: deepseek-ai/DeepSeek-R1-Distill-Llama-8B
parameters:
weight: 0.1
- model: grimjim/SauerHuatuoSkywork-o1-Llama-3.1-8B
parameters:
weight: 0.9
Open LLM Leaderboard Evaluation Results
Detailed results can be found here! Summarized results can be found here!
| Metric | Value (%) |
|---|---|
| Average | 26.90 |
| IFEval (0-Shot) | 47.97 |
| BBH (3-Shot) | 32.77 |
| MATH Lvl 5 (4-Shot) | 21.98 |
| GPQA (0-shot) | 11.74 |
| MuSR (0-shot) | 14.10 |
| MMLU-PRO (5-shot) | 32.85 |