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smol_bruin-7b
Azazelle/smol_bruin-7b
smol_bruin-7b is a text generation model from Azazelle. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as cc-by-4.0.
Slerp merge of go-bruins-v2 and smol-7b.
All-time downloads
37.6K
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
- cc-by-4.0
- Model type
- mistral
- Access
- Public
- Created
- Dec 29, 2023
- Updated
- Jun 5, 2024
- SHA
- 55249ce0
Try a prompt
Model card
From the Hugging Face model README
Model Card for smol_bruin-7b
<!-- Provide a quick summary of what the model is/does. -->Slerp merge of go-bruins-v2 and smol-7b.
.yaml file for mergekit
slices:
- sources:
- model: rwitz/go-bruins-v2
layer_range: [0, 32]
- model: rishiraj/smol-7b
layer_range: [0, 32]
merge_method: slerp
base_model: mistralai/Mistral-7B-v0.1
parameters:
t:
- filter: self_attn
value: [0.44, 0.72, 0.61, 0.83, 1]
- filter: mlp
value: [0.56, 0.28, 0.39, 0.17, 0]
- value: 0.5 # fallback for rest of tensors
dtype: float16
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 71.05 |
| AI2 Reasoning Challenge (25-Shot) | 67.58 |
| HellaSwag (10-Shot) | 86.48 |
| MMLU (5-Shot) | 65.05 |
| TruthfulQA (0-shot) | 55.65 |
| Winogrande (5-shot) | 81.14 |
| GSM8k (5-shot) | 70.43 |
- Task
- Text Generation
- Library
- transformers
- Type
- mistral
- License
- cc-by-4.0
- Created
- Dec 29, 2023
- Updated
- Jun 5, 2024