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---
language:
- en
license: mit
library_name: transformers
tags:
- mergekit
- merge
- phi-4
base_model:
- bunnycore/Phi-4-RR-Shoup
- bunnycore/Phi-4-Model-Stock-v4
pipeline_tag: text-generation
model-index:
- name: Luminis-phi-4
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: 69.0
name: strict accuracy
source:
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=suayptalha/Luminis-phi-4
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: 55.8
name: normalized accuracy
source:
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=suayptalha/Luminis-phi-4
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: 43.66
name: exact match
source:
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=suayptalha/Luminis-phi-4
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: 13.53
name: acc_norm
source:
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=suayptalha/Luminis-phi-4
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: 16.68
name: acc_norm
source:
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=suayptalha/Luminis-phi-4
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: 49.15
name: accuracy
source:
url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=suayptalha/Luminis-phi-4
name: Open LLM Leaderboard
---
# Merged Model
This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
![Luminis-Logo](Luminis-Logo.png)
> [!TIP] This model is currently ranked #3 on the Open LLM Leaderboard among models up to 15B parameters, #4 among models up to 32B parameters and #53 among all the models!
-14.2.2025
## Merge Details
### Merge Method
This model was merged using the [SLERP](https://en.wikipedia.org/wiki/Slerp) merge method.
### Models Merged
The following models were included in the merge:
* [bunnycore/Phi-4-RR-Shoup](https://huggingface.co/bunnycore/Phi-4-RR-Shoup)
* [bunnycore/Phi-4-Model-Stock-v4](https://huggingface.co/bunnycore/Phi-4-Model-Stock-v4)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
base_model: bunnycore/Phi-4-Model-Stock-v4
dtype: bfloat16
merge_method: slerp
parameters:
t:
- filter: self_attn
value: [0.0, 0.5, 0.3, 0.7, 1.0]
- filter: mlp
value: [1.0, 0.5, 0.7, 0.3, 0.0]
- value: 0.5
slices:
- sources:
- layer_range: [0, 40]
model: bunnycore/Phi-4-Model-Stock-v4
- layer_range: [0, 40]
model: bunnycore/Phi-4-RR-Shoup
```
# [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/suayptalha__Luminis-phi-4-details)
| Metric |Value|
|-------------------|----:|
|Avg. |41.30|
|IFEval (0-Shot) |69.00|
|BBH (3-Shot) |55.80|
|MATH Lvl 5 (4-Shot)|43.66|
|GPQA (0-shot) |13.53|
|MuSR (0-shot) |16.68|
|MMLU-PRO (5-shot) |49.15|
<a href="https://www.buymeacoffee.com/suayptalha" target="_blank"><img src="https://cdn.buymeacoffee.com/buttons/v2/default-yellow.png" alt="Buy Me A Coffee" style="height: 60px !important;width: 217px !important;" ></a>

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],
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"intermediate_size": 17920,
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"mlp_bias": false,
"model_type": "llama",
"num_attention_heads": 40,
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"transformers_version": "4.47.1",
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{"framework": "pytorch", "task": "text-generation", "allow_remote": true}

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base_model: bunnycore/Phi-4-Model-Stock-v4
dtype: bfloat16
merge_method: slerp
parameters:
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value: [0.0, 0.5, 0.3, 0.7, 1.0]
- filter: mlp
value: [1.0, 0.5, 0.7, 0.3, 0.0]
- value: 0.5
slices:
- sources:
- layer_range: [0, 40]
model: bunnycore/Phi-4-Model-Stock-v4
- layer_range: [0, 40]
model: bunnycore/Phi-4-RR-Shoup

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},
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},
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},
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},
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}
},
"bos_token": "<|endoftext|>",
"chat_template": "{% for message in messages %}{% if (message['role'] == 'system') %}{{'<|im_start|>system<|im_sep|>' + message['content'] + '<|im_end|>'}}{% elif (message['role'] == 'user') %}{{'<|im_start|>user<|im_sep|>' + message['content'] + '<|im_end|>'}}{% elif (message['role'] == 'assistant') %}{{'<|im_start|>assistant<|im_sep|>' + message['content'] + '<|im_end|>'}}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant<|im_sep|>' }}{% endif %}",
"clean_up_tokenization_spaces": false,
"eos_token": "<|im_end|>",
"extra_special_tokens": {},
"model_max_length": 16384,
"pad_token": "<|dummy_87|>",
"padding_side": "left",
"tokenizer_class": "GPT2Tokenizer",
"unk_token": "�"
}

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