metadata
license: apache-2.0
language:
- en
Model Description
This model uses the Slerp merge method from 2 models:
- base model: Mistral-7B-v0.1
The yaml config file for this model is here:
slices:
- sources:
- model: Weyaxi/Seraph-7B
layer_range: [0, 32]
- model: AIDC-ai-business/Marcoroni-7B-v3
layer_range: [0, 32]
merge_method: slerp
base_model: mistralai/Mistral-7B-v0.1
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
About Jan
Jan believes in the need for an open-source AI ecosystem and is building the infra and tooling to allow open-source AIs to compete on a level playing field with proprietary ones.
Jan's long-term vision is to build a cognitive framework for future robots, who are practical, useful assistants for humans and businesses in everyday life.
Jan Model Merger
This is a test project for merging models.
Open LLM Leaderboard Evaluation Results
Detailed results can be found here.
| Metric | Value |
|---|---|
| Avg. | 72.32 |
| ARC (25-shot) | 68.94 |
| HellaSwag (10-shot) | 86.58 |
| MMLU (5-shot) | 64.93 |
| TruthfulQA (0-shot) | 60.11 |
| Winogrande (5-shot) | 81.29 |
| GSM8K (5-shot) | 72.1 |