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---
license: apache-2.0
tags:
- mergekit
- merge
base_model:
- upstage/SOLAR-10.7B-v1.0
model-index:
- name: Jovian-10.7B-v1.0
results:
- task:
type: text-generation
name: Text Generation
dataset:
name: AI2 Reasoning Challenge (25-Shot)
type: ai2_arc
config: ARC-Challenge
split: test
args:
num_few_shot: 25
metrics:
- type: acc_norm
value: 67.41
name: normalized accuracy
source:
url: https://huggingface.co./spaces/HuggingFaceH4/open_llm_leaderboard?query=ZoidBB/Jovian-10.7B-v1.0
name: Open LLM Leaderboard
- task:
type: text-generation
name: Text Generation
dataset:
name: HellaSwag (10-Shot)
type: hellaswag
split: validation
args:
num_few_shot: 10
metrics:
- type: acc_norm
value: 86.4
name: normalized accuracy
source:
url: https://huggingface.co./spaces/HuggingFaceH4/open_llm_leaderboard?query=ZoidBB/Jovian-10.7B-v1.0
name: Open LLM Leaderboard
- task:
type: text-generation
name: Text Generation
dataset:
name: MMLU (5-Shot)
type: cais/mmlu
config: all
split: test
args:
num_few_shot: 5
metrics:
- type: acc
value: 65.66
name: accuracy
source:
url: https://huggingface.co./spaces/HuggingFaceH4/open_llm_leaderboard?query=ZoidBB/Jovian-10.7B-v1.0
name: Open LLM Leaderboard
- task:
type: text-generation
name: Text Generation
dataset:
name: TruthfulQA (0-shot)
type: truthful_qa
config: multiple_choice
split: validation
args:
num_few_shot: 0
metrics:
- type: mc2
value: 52.0
source:
url: https://huggingface.co./spaces/HuggingFaceH4/open_llm_leaderboard?query=ZoidBB/Jovian-10.7B-v1.0
name: Open LLM Leaderboard
- task:
type: text-generation
name: Text Generation
dataset:
name: Winogrande (5-shot)
type: winogrande
config: winogrande_xl
split: validation
args:
num_few_shot: 5
metrics:
- type: acc
value: 81.85
name: accuracy
source:
url: https://huggingface.co./spaces/HuggingFaceH4/open_llm_leaderboard?query=ZoidBB/Jovian-10.7B-v1.0
name: Open LLM Leaderboard
- task:
type: text-generation
name: Text Generation
dataset:
name: GSM8k (5-shot)
type: gsm8k
config: main
split: test
args:
num_few_shot: 5
metrics:
- type: acc
value: 57.24
name: accuracy
source:
url: https://huggingface.co./spaces/HuggingFaceH4/open_llm_leaderboard?query=ZoidBB/Jovian-10.7B-v1.0
name: Open LLM Leaderboard
---
# Jovian-10.7B-v1.0
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 [linear](https://arxiv.org/abs/2203.05482) merge method.
### Models Merged
The following models were included in the merge:
* [upstage/SOLAR-10.7B-v1.0](https://huggingface.co./upstage/SOLAR-10.7B-v1.0)
* CatPPT-11b
### Configuration
The following YAML configuration was used to produce this model:
```yaml
models:
- model: CatPPT-11b
parameters:
weight: 1.0
- model: upstage/SOLAR-10.7B-v1.0
parameters:
weight: 1.0
merge_method: linear
dtype: float16
```
# [Open LLM Leaderboard Evaluation Results](https://huggingface.co./spaces/HuggingFaceH4/open_llm_leaderboard)
Detailed results can be found [here](https://huggingface.co./datasets/open-llm-leaderboard/details_ZoidBB__Jovian-10.7B-v1.0)
| Metric |Value|
|---------------------------------|----:|
|Avg. |68.42|
|AI2 Reasoning Challenge (25-Shot)|67.41|
|HellaSwag (10-Shot) |86.40|
|MMLU (5-Shot) |65.66|
|TruthfulQA (0-shot) |52.00|
|Winogrande (5-shot) |81.85|
|GSM8k (5-shot) |57.24|
|