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Llama3.1-8B-PlumMath
sequelbox/Llama3.1-8B-PlumMath
Llama3.1-8B-PlumMath is a text generation model from sequelbox. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as llama3.1.
This is a merge of pre-trained language models created using mergekit.
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8B
16.1 GB on disk
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Repo makeup
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- llama3.1
- Model type
- llama
- Access
- Public
- Created
- Oct 1, 2024
- Updated
- Oct 4, 2024
- SHA
- bfaa2e75
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Base models
Model card
From the Hugging Face model README
PlumMath
This is a merge of pre-trained language models created using mergekit.
Merge Details
Merge Method
This model was merged using the della merge method using meta-llama/Llama-3.1-8B-Instruct as a base.
Models Merged
The following models were included in the merge:
Configuration
The following YAML configuration was used to produce this model:
merge_method: della
dtype: bfloat16
parameters:
normalize: true
models:
- model: ValiantLabs/Llama3.1-8B-ShiningValiant2
parameters:
density: 0.5
weight: 0.3
- model: ValiantLabs/Llama3.1-8B-Cobalt
parameters:
density: 0.5
weight: 0.2
base_model: meta-llama/Llama-3.1-8B-Instruct
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 13.80 |
| IFEval (0-Shot) | 22.42 |
| BBH (3-Shot) | 16.45 |
| MATH Lvl 5 (4-Shot) | 3.93 |
| GPQA (0-shot) | 9.06 |
| MuSR (0-shot) | 8.98 |
| MMLU-PRO (5-shot) | 21.95 |
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- llama3.1
- Languages
- en
- Created
- Oct 1, 2024
- Updated
- Oct 4, 2024