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Llama-3.1-8B-Base-Instruct-SLERP
vhab10/Llama-3.1-8B-Base-Instruct-SLERP
Llama-3.1-8B-Base-Instruct-SLERP is a text generation model from vhab10. 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.
This is a merge of pre-trained language models created using mergekit.
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385
Public
Parameters
8B
16.1 GB on disk
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1
Public
Repo makeup
Click a slice to open those files.
.safetensors16.1 GB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- mit
- Model type
- llama
- Access
- Public
- Created
- Sep 16, 2024
- Updated
- Oct 7, 2024
- SHA
- b50a847b
Try a prompt
Base models
Model card
From the Hugging Face model README
merge
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:
slices:
- sources:
- model: meta-llama/Meta-Llama-3.1-8B
layer_range:
- 0
- 32
- model: meta-llama/Meta-Llama-3.1-8B-Instruct
layer_range:
- 0
- 32
merge_method: slerp
base_model: meta-llama/Meta-Llama-3.1-8B
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
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 19.02 |
| IFEval (0-Shot) | 29.07 |
| BBH (3-Shot) | 29.93 |
| MATH Lvl 5 (4-Shot) | 10.50 |
| GPQA (0-shot) | 6.15 |
| MuSR (0-shot) | 9.37 |
| MMLU-PRO (5-shot) | 29.12 |
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- mit
- Created
- Sep 16, 2024
- Updated
- Oct 7, 2024