---
library_name: transformers
tags:
- mergekit
- merge
base_model:
- Pinkstack/SuperThoughts-CoT-14B-16k-o1-QwQ
- Pinkstack/SuperThoughts-CoT-14B-16k-o1-QwQ
- bunnycore/Phi-4-rp-v1-lora
- bunnycore/Phi-4-Model-Stock-v2
model-index:
- name: Phi-4-Model-Stock-v3
  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: 59.12
      name: strict accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=bunnycore/Phi-4-Model-Stock-v3
      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: 52.78
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=bunnycore/Phi-4-Model-Stock-v3
      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: 46.9
      name: exact match
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=bunnycore/Phi-4-Model-Stock-v3
      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: 5.26
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=bunnycore/Phi-4-Model-Stock-v3
      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: 11.18
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=bunnycore/Phi-4-Model-Stock-v3
      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: 48.68
      name: accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=bunnycore/Phi-4-Model-Stock-v3
      name: Open LLM Leaderboard
---
# merge

This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).

## Merge Details

```
<|im_start|>system<|im_sep|> {system_message}<|im_end|> <|im_start|>user<|im_sep|> {prompt}<|im_end|> <|im_start|>assistant<|im_sep|>
```

### Merge Method

This model was merged using the [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [Pinkstack/SuperThoughts-CoT-14B-16k-o1-QwQ](https://huggingface.co/Pinkstack/SuperThoughts-CoT-14B-16k-o1-QwQ) as a base.

### Models Merged

The following models were included in the merge:
* [Pinkstack/SuperThoughts-CoT-14B-16k-o1-QwQ](https://huggingface.co/Pinkstack/SuperThoughts-CoT-14B-16k-o1-QwQ) + [bunnycore/Phi-4-rp-v1-lora](https://huggingface.co/bunnycore/Phi-4-rp-v1-lora)
* [bunnycore/Phi-4-Model-Stock-v2](https://huggingface.co/bunnycore/Phi-4-Model-Stock-v2)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: bunnycore/Phi-4-Model-Stock-v2
  - model: Pinkstack/SuperThoughts-CoT-14B-16k-o1-QwQ
  - model: Pinkstack/SuperThoughts-CoT-14B-16k-o1-QwQ+bunnycore/Phi-4-rp-v1-lora
base_model: Pinkstack/SuperThoughts-CoT-14B-16k-o1-QwQ
merge_method: model_stock
parameters:
  normalize: true
dtype: bfloat16
tokenizer_source: unsloth/phi-4

```

# [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__Phi-4-Model-Stock-v3-details)

|      Metric       |Value|
|-------------------|----:|
|Avg.               |37.32|
|IFEval (0-Shot)    |59.12|
|BBH (3-Shot)       |52.78|
|MATH Lvl 5 (4-Shot)|46.90|
|GPQA (0-shot)      | 5.26|
|MuSR (0-shot)      |11.18|
|MMLU-PRO (5-shot)  |48.68|