Downloads · 30 days
95
10% of all-time downloads
gemma-7b-slerp
arcee-ai/gemma-7b-slerp
gemma-7b-slerp is a text generation model from arcee-ai. 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.
All-time downloads
933
Public
Parameters
8.5B
17.1 GB on disk
Likes
1
Public
Repo makeup
Click a slice to open those files.
.safetensors17.1 GB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- gemma
- Access
- Public
- Created
- Feb 27, 2024
- Updated
- Feb 28, 2024
- SHA
- cf123b52
Try a prompt
Base models
Model card
From the Hugging Face model README
Gemma-7B-slerp
This model is a merge of Gemma 7b base and 7b-instruct, using the Slerp merging method.
Test-7B-slerp is a merge of the following models using mergekit:
🏆 Evaluation
Nous
Gemma-7B-slerp's Nous' benchmark suite (evaluation performed using LLM AutoEval).
| Model | Average | AGIEval | GPT4All | TruthfulQA | Bigbench |
|---|---|---|---|---|---|
| arcee-ai/Gemma-7B-slerp 📄 | 34.14 | 23.86 | 36.55 | 46.22 | 29.94 |
🧩 Configuration
Slerp YAML Config
slices:
- sources:
- model: google/gemma-7b-it
layer_range: [0, 28]
- model: google/gemma-7b
layer_range: [0, 28]
merge_method: slerp
base_model: google/gemma-7b
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
- Task
- Text Generation
- Library
- transformers
- Type
- gemma
- License
- apache-2.0
- Created
- Feb 27, 2024
- Updated
- Feb 28, 2024