Downloads · 30 days
66
1% of all-time downloads
Severusectum-7B-DPO
s3nh/Severusectum-7B-DPO
Severusectum-7B-DPO is a text generation model from s3nh. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as mit.
All-time downloads
12.1K
Public
Parameters
7.2B
14.5 GB on disk
Likes
2
Public
Repo makeup
Click a slice to open those files.
.safetensors14.5 GB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- mit
- Model type
- mistral
- Access
- Public
- Created
- Feb 3, 2024
- Updated
- Mar 4, 2024
- SHA
- a43f6444
Try a prompt
Base models
Model card
From the Hugging Face model README
Severusectum-7B-DPO
This is a merge of pre-trained language models created using mergekit.
Merge Details
Merge Method
This model was merged using the SLERP merge method.
Models Merged
The following models were included in the merge:
Configuration
The following YAML configuration was used to produce this model:
base_model: FelixChao/Sectumsempra-7B-DPO
dtype: bfloat16
merge_method: slerp
parameters:
t:
- filter: self_attn
value: [0.0, 0.5, 0.3, 0.7, 1.0]
- filter: mlp
value: [1.0, 0.5, 0.7, 0.3, 0.0]
- value: 0.5
slices:
- sources:
- layer_range: [0, 32]
model: FelixChao/Sectumsempra-7B-DPO
- layer_range: [0, 32]
model: FelixChao/WestSeverus-7B-DPO-v2
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 75.18 |
| AI2 Reasoning Challenge (25-Shot) | 71.50 |
| HellaSwag (10-Shot) | 88.55 |
| MMLU (5-Shot) | 64.79 |
| TruthfulQA (0-shot) | 72.45 |
| Winogrande (5-shot) | 83.27 |
| GSM8k (5-shot) | 70.51 |
- Task
- Text Generation
- Library
- transformers
- Type
- mistral
- License
- mit
- Languages
- en
- Created
- Feb 3, 2024
- Updated
- Mar 4, 2024