darkc0de's picture
Adding Evaluation Results (#1)
eb3e210 verified
|
raw
history blame
4.91 kB
---
library_name: transformers
tags:
- mergekit
- merge
base_model:
- bunnycore/HyperLlama-3.1-8B
- mlabonne/NeuralDaredevil-8B-abliterated
- Orenguteng/Llama-3.1-8B-Lexi-Uncensored-V2
- mlabonne/Hermes-3-Llama-3.1-8B-lorablated
- darkc0de/BuddyGlass_v0.2_Xortron7MethedUpSwitchedUp
model-index:
- name: BuddyGlass_v0.3_Xortron7MethedUpSwitchedUp
results:
- task:
type: text-generation
name: Text Generation
dataset:
name: IFEval (0-Shot)
type: HuggingFaceH4/ifeval
args:
num_few_shot: 0
metrics:
- type: inst_level_strict_acc and prompt_level_strict_acc
value: 43.58
name: strict accuracy
source:
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=darkc0de/BuddyGlass_v0.3_Xortron7MethedUpSwitchedUp
name: Open LLM Leaderboard
- task:
type: text-generation
name: Text Generation
dataset:
name: BBH (3-Shot)
type: BBH
args:
num_few_shot: 3
metrics:
- type: acc_norm
value: 31.87
name: normalized accuracy
source:
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=darkc0de/BuddyGlass_v0.3_Xortron7MethedUpSwitchedUp
name: Open LLM Leaderboard
- task:
type: text-generation
name: Text Generation
dataset:
name: MATH Lvl 5 (4-Shot)
type: hendrycks/competition_math
args:
num_few_shot: 4
metrics:
- type: exact_match
value: 11.1
name: exact match
source:
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=darkc0de/BuddyGlass_v0.3_Xortron7MethedUpSwitchedUp
name: Open LLM Leaderboard
- task:
type: text-generation
name: Text Generation
dataset:
name: GPQA (0-shot)
type: Idavidrein/gpqa
args:
num_few_shot: 0
metrics:
- type: acc_norm
value: 6.49
name: acc_norm
source:
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=darkc0de/BuddyGlass_v0.3_Xortron7MethedUpSwitchedUp
name: Open LLM Leaderboard
- task:
type: text-generation
name: Text Generation
dataset:
name: MuSR (0-shot)
type: TAUR-Lab/MuSR
args:
num_few_shot: 0
metrics:
- type: acc_norm
value: 9.49
name: acc_norm
source:
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=darkc0de/BuddyGlass_v0.3_Xortron7MethedUpSwitchedUp
name: Open LLM Leaderboard
- task:
type: text-generation
name: Text Generation
dataset:
name: MMLU-PRO (5-shot)
type: TIGER-Lab/MMLU-Pro
config: main
split: test
args:
num_few_shot: 5
metrics:
- type: acc
value: 29.7
name: accuracy
source:
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=darkc0de/BuddyGlass_v0.3_Xortron7MethedUpSwitchedUp
name: Open LLM Leaderboard
---
# merge
This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
## Merge Details
### Merge Method
This model was merged using the [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [Orenguteng/Llama-3.1-8B-Lexi-Uncensored-V2](https://huggingface.co/Orenguteng/Llama-3.1-8B-Lexi-Uncensored-V2) as a base.
### Models Merged
The following models were included in the merge:
* [bunnycore/HyperLlama-3.1-8B](https://huggingface.co/bunnycore/HyperLlama-3.1-8B)
* [mlabonne/NeuralDaredevil-8B-abliterated](https://huggingface.co/mlabonne/NeuralDaredevil-8B-abliterated)
* [mlabonne/Hermes-3-Llama-3.1-8B-lorablated](https://huggingface.co/mlabonne/Hermes-3-Llama-3.1-8B-lorablated)
* [darkc0de/BuddyGlass_v0.2_Xortron7MethedUpSwitchedUp](https://huggingface.co/darkc0de/BuddyGlass_v0.2_Xortron7MethedUpSwitchedUp)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
models:
- model: mlabonne/Hermes-3-Llama-3.1-8B-lorablated
- model: mlabonne/NeuralDaredevil-8B-abliterated
- model: Orenguteng/Llama-3.1-8B-Lexi-Uncensored-V2
- model: bunnycore/HyperLlama-3.1-8B
- model: darkc0de/BuddyGlass_v0.2_Xortron7MethedUpSwitchedUp
merge_method: model_stock
base_model: Orenguteng/Llama-3.1-8B-Lexi-Uncensored-V2
dtype: bfloat16
```
# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard)
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_darkc0de__BuddyGlass_v0.3_Xortron7MethedUpSwitchedUp)
| Metric |Value|
|-------------------|----:|
|Avg. |22.04|
|IFEval (0-Shot) |43.58|
|BBH (3-Shot) |31.87|
|MATH Lvl 5 (4-Shot)|11.10|
|GPQA (0-shot) | 6.49|
|MuSR (0-shot) | 9.49|
|MMLU-PRO (5-shot) |29.70|