Downloads · 30 days
61
1% of all-time downloads
dhbacmes-3b-slerp
liminerity/dhbacmes-3b-slerp
dhbacmes-3b-slerp is a text generation model from liminerity. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
dhbacmes-3b-slerp is a merge of the following models using mergekit: liminerity/herbaccbaccules-3b-slerp KnutJaegersberg/Deita-2b
All-time downloads
11.3K
Public
Parameters
3B
6 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors6 GB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- llama
- Access
- Public
- Created
- Feb 25, 2024
- Updated
- Mar 11, 2024
- SHA
- ff563c60
Try a prompt
Model card
From the Hugging Face model README
dhbacmes-3b-slerp
dhbacmes-3b-slerp is a merge of the following models using mergekit:
🧩 Configuration
slices:
- sources:
- model: liminerity/herbaccbaccules-3b-slerp
layer_range: [0, 40]
- model: KnutJaegersberg/Deita-2b
layer_range: [0, 40]
merge_method: slerp
base_model: liminerity/herbaccbaccules-3b-slerp
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: float16
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 53.02 |
| AI2 Reasoning Challenge (25-Shot) | 45.22 |
| HellaSwag (10-Shot) | 70.77 |
| MMLU (5-Shot) | 52.94 |
| TruthfulQA (0-shot) | 40.41 |
| Winogrande (5-shot) | 65.11 |
| GSM8k (5-shot) | 43.67 |
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- apache-2.0
- Created
- Feb 25, 2024
- Updated
- Mar 11, 2024