|
--- |
|
library_name: transformers |
|
tags: |
|
- mergekit |
|
- merge |
|
base_model: |
|
- Qwen/Qwen2.5-7B-Instruct |
|
- bunnycore/Qwen-2.5-7B-R1-Stock |
|
- Xiaojian9992024/Qwen2.5-Dyanka-7B-Preview |
|
- suayptalha/Clarus-7B-v0.3 |
|
- bunnycore/Qwen-2.5-7b-s1k-lora_model |
|
- Xiaojian9992024/Qwen2.5-Dyanka-7B-Preview |
|
- bunnycore/Qwen-2.5-7b-s1k-lora_model |
|
- bunnycore/QandoraExp-7B |
|
model-index: |
|
- name: Qwen2.5-7B-Instruct-Merge-Stock-v0.1 |
|
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: 75.09 |
|
name: strict accuracy |
|
source: |
|
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=bunnycore/Qwen2.5-7B-Instruct-Merge-Stock-v0.1 |
|
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: 36.4 |
|
name: normalized accuracy |
|
source: |
|
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=bunnycore/Qwen2.5-7B-Instruct-Merge-Stock-v0.1 |
|
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: 48.94 |
|
name: exact match |
|
source: |
|
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=bunnycore/Qwen2.5-7B-Instruct-Merge-Stock-v0.1 |
|
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: 7.16 |
|
name: acc_norm |
|
source: |
|
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=bunnycore/Qwen2.5-7B-Instruct-Merge-Stock-v0.1 |
|
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: 11.69 |
|
name: acc_norm |
|
source: |
|
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=bunnycore/Qwen2.5-7B-Instruct-Merge-Stock-v0.1 |
|
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: 37.59 |
|
name: accuracy |
|
source: |
|
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=bunnycore/Qwen2.5-7B-Instruct-Merge-Stock-v0.1 |
|
name: Open LLM Leaderboard |
|
--- |
|
|
|
## Thinking Mode: |
|
|
|
``` |
|
Think about the reasoning process in the mind first, then provide the answer. |
|
The reasoning process should be wrapped within <think> </think> tags, then provide the answer after that, i.e., <think> reasoning process here </think> answer. |
|
``` |
|
|
|
|
|
### Merge Method |
|
|
|
This model was merged using the [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [Qwen/Qwen2.5-7B-Instruct](https://huggingface.co/Qwen/Qwen2.5-7B-Instruct) as a base. |
|
|
|
### Models Merged |
|
|
|
The following models were included in the merge: |
|
* [bunnycore/Qwen-2.5-7B-R1-Stock](https://huggingface.co/bunnycore/Qwen-2.5-7B-R1-Stock) |
|
* [Xiaojian9992024/Qwen2.5-Dyanka-7B-Preview](https://huggingface.co/Xiaojian9992024/Qwen2.5-Dyanka-7B-Preview) |
|
* [suayptalha/Clarus-7B-v0.3](https://huggingface.co/suayptalha/Clarus-7B-v0.3) + [bunnycore/Qwen-2.5-7b-s1k-lora_model](https://huggingface.co/bunnycore/Qwen-2.5-7b-s1k-lora_model) |
|
* [Xiaojian9992024/Qwen2.5-Dyanka-7B-Preview](https://huggingface.co/Xiaojian9992024/Qwen2.5-Dyanka-7B-Preview) + [bunnycore/Qwen-2.5-7b-s1k-lora_model](https://huggingface.co/bunnycore/Qwen-2.5-7b-s1k-lora_model) |
|
* [bunnycore/QandoraExp-7B](https://huggingface.co/bunnycore/QandoraExp-7B) |
|
|
|
### Configuration |
|
|
|
The following YAML configuration was used to produce this model: |
|
|
|
```yaml |
|
models: |
|
- model: Xiaojian9992024/Qwen2.5-Dyanka-7B-Preview+bunnycore/Qwen-2.5-7b-s1k-lora_model |
|
parameters: |
|
weight: 0.5 |
|
- model: bunnycore/QandoraExp-7B |
|
- model: bunnycore/Qwen-2.5-7B-R1-Stock |
|
- model: Xiaojian9992024/Qwen2.5-Dyanka-7B-Preview |
|
- model: suayptalha/Clarus-7B-v0.3+bunnycore/Qwen-2.5-7b-s1k-lora_model |
|
base_model: Qwen/Qwen2.5-7B-Instruct |
|
merge_method: model_stock |
|
parameters: |
|
dtype: bfloat16 |
|
tokenizer_source: Qwen/Qwen2.5-7B-Instruct |
|
|
|
``` |
|
|
|
# [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/bunnycore__Qwen2.5-7B-Instruct-Merge-Stock-v0.1-details) |
|
|
|
| Metric |Value| |
|
|-------------------|----:| |
|
|Avg. |36.14| |
|
|IFEval (0-Shot) |75.09| |
|
|BBH (3-Shot) |36.40| |
|
|MATH Lvl 5 (4-Shot)|48.94| |
|
|GPQA (0-shot) | 7.16| |
|
|MuSR (0-shot) |11.69| |
|
|MMLU-PRO (5-shot) |37.59| |
|
|
|
|
