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2026-06-15 02:28:14 +08:00
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---
base_model:
- prithivMLmods/Phi-4-Math-IO
- prithivMLmods/Phi-4-QwQ
- prithivMLmods/Phi-4-o1
- prithivMLmods/Phi-4-Empathetic
library_name: transformers
tags:
- mergekit
- merge
---
![omni.png](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/JTKBiJLxpEZJJc6Uiv47m.png)
# **Merge Phi4 Based**
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 [prithivMLmods/Phi-4-o1](https://huggingface.co/prithivMLmods/Phi-4-o1) as a base.
### Models Merged
The following models were included in the merge:
* [prithivMLmods/Phi-4-Math-IO](https://huggingface.co/prithivMLmods/Phi-4-Math-IO)
* [prithivMLmods/Phi-4-QwQ](https://huggingface.co/prithivMLmods/Phi-4-QwQ)
* [prithivMLmods/Phi-4-Empathetic](https://huggingface.co/prithivMLmods/Phi-4-Empathetic)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
models:
- model: prithivMLmods/Phi-4-o1
- model: prithivMLmods/Phi-4-Math-IO
- model: prithivMLmods/Phi-4-QwQ
- model: prithivMLmods/Phi-4-Empathetic
merge_method: model_stock
base_model: prithivMLmods/Phi-4-o1
normalize: true
int8_mask: true
dtype: bfloat16
```

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{
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{"framework": "pytorch", "task": "text-generation", "allow_remote": true}

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models:
- model: prithivMLmods/Phi-4-o1
- model: prithivMLmods/Phi-4-Math-IO
- model: prithivMLmods/Phi-4-QwQ
- model: prithivMLmods/Phi-4-Empathetic
merge_method: model_stock
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"special": true
},
"100336": {
"content": "<|dummy_72|>",
"lstrip": true,
"normalized": false,
"rstrip": true,
"single_word": false,
"special": true
},
"100337": {
"content": "<|dummy_73|>",
"lstrip": true,
"normalized": false,
"rstrip": true,
"single_word": false,
"special": true
},
"100338": {
"content": "<|dummy_74|>",
"lstrip": true,
"normalized": false,
"rstrip": true,
"single_word": false,
"special": true
},
"100339": {
"content": "<|dummy_75|>",
"lstrip": true,
"normalized": false,
"rstrip": true,
"single_word": false,
"special": true
},
"100340": {
"content": "<|dummy_76|>",
"lstrip": true,
"normalized": false,
"rstrip": true,
"single_word": false,
"special": true
},
"100341": {
"content": "<|dummy_77|>",
"lstrip": true,
"normalized": false,
"rstrip": true,
"single_word": false,
"special": true
},
"100342": {
"content": "<|dummy_78|>",
"lstrip": true,
"normalized": false,
"rstrip": true,
"single_word": false,
"special": true
},
"100343": {
"content": "<|dummy_79|>",
"lstrip": true,
"normalized": false,
"rstrip": true,
"single_word": false,
"special": true
},
"100344": {
"content": "<|dummy_80|>",
"lstrip": true,
"normalized": false,
"rstrip": true,
"single_word": false,
"special": true
},
"100345": {
"content": "<|dummy_81|>",
"lstrip": true,
"normalized": false,
"rstrip": true,
"single_word": false,
"special": true
},
"100346": {
"content": "<|dummy_82|>",
"lstrip": true,
"normalized": false,
"rstrip": true,
"single_word": false,
"special": true
},
"100347": {
"content": "<|dummy_83|>",
"lstrip": true,
"normalized": false,
"rstrip": true,
"single_word": false,
"special": true
},
"100348": {
"content": "<|dummy_84|>",
"lstrip": true,
"normalized": false,
"rstrip": true,
"single_word": false,
"special": true
},
"100349": {
"content": "<|dummy_85|>",
"lstrip": true,
"normalized": false,
"rstrip": true,
"single_word": false,
"special": true
},
"100350": {
"content": "<|dummy_86|>",
"lstrip": true,
"normalized": false,
"rstrip": true,
"single_word": false,
"special": true
},
"100351": {
"content": "<|dummy_87|>",
"lstrip": true,
"normalized": false,
"rstrip": true,
"single_word": false,
"special": true
}
},
"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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