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LlamaExecutor-8B-3.0.5
UKzExecution/LlamaExecutor-8B-3.0.5
LlamaExecutor-8B-3.0.5 is a text generation model from UKzExecution. Use it when you need the model to write or continue text. It is set up for transformers.
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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At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- llama
- Access
- Public
- Created
- Jul 29, 2024
- Updated
- Aug 26, 2024
- SHA
- 532c9db6
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Base models
Model card
From the Hugging Face model README
mergellama
This is a merge of pre-trained language models created using mergekit.
Merge Details
Merge Method
This model was merged using the task arithmetic merge method using meta-llama/Meta-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:
models:
- model: meta-llama/Meta-Llama-3-8B-Instruct
parameters:
weight: 0.2
- model: meta-llama/Meta-Llama-3.1-8B-Instruct
parameters:
weight: 0.8
base_model: meta-llama/Meta-Llama-3.1-8B-Instruct
merge_method: task_arithmetic
parameters:
normalize: true
int8_mask: true
dtype: bfloat16
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 24.26 |
| IFEval (0-Shot) | 74.03 |
| BBH (3-Shot) | 28.41 |
| MATH Lvl 5 (4-Shot) | 8.53 |
| GPQA (0-shot) | 0.78 |
| MuSR (0-shot) | 4.65 |
| MMLU-PRO (5-shot) | 29.17 |
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- Created
- Jul 29, 2024
- Updated
- Aug 26, 2024