| base_model: | |
| - Undi95/Meta-Llama-3.1-8B-Claude | |
| - safe049/ParuMaid-Llama3-Chinese-8B | |
| library_name: transformers | |
| tags: | |
| - mergekit | |
| - merge | |
| # merge | |
| 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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [safe049/ParuMaid-Llama3-Chinese-8B](https://huggingface.co/safe049/ParuMaid-Llama3-Chinese-8B) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [Undi95/Meta-Llama-3.1-8B-Claude](https://huggingface.co/Undi95/Meta-Llama-3.1-8B-Claude) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| # 使用 ties 方法进行模型合并的配置文件 | |
| base_model: "safe049/ParuMaid-Llama3-Chinese-8B" # 设置 ParuMaid-Llama3-Chinese-8B 作为基础模型 | |
| models: | |
| - model: "safe049/ParuMaid-Llama3-Chinese-8B" | |
| - model: "Undi95/Meta-Llama-3.1-8B-Claude" | |
| parameters: | |
| density: 0.5 # 控制合并中的稀疏度 | |
| weight: 0.5 # 合并权重，控制该模型对输出的影响 | |
| merge_method: ties # 选择 ties 作为合并方法 | |
| parameters: | |
| normalize: false # 是否进行归一化处理 | |
| int8_mask: true # 使用 int8 掩码以降低内存占用 | |
| dtype: float16 # 设置为半精度浮点数以减少显存需求 | |
| ``` | |