| | --- |
| | base_model: |
| | - microsoft/NextCoder-7B |
| | - nvidia/OpenCodeReasoning-Nemotron-7B |
| | - Qwen/Qwen2.5-7B |
| | - Qwen/Qwen2.5-Coder-7B |
| | library_name: transformers |
| | tags: |
| | - mergekit |
| | - merge |
| | datasets: |
| | - bigcode/commitpackft |
| | - microsoft/NextCoderDataset-Conversational |
| | - bigcode/starcoderdata |
| | - nvidia/OpenCodeReasoning |
| | --- |
| | # Next_Nemotron_Reasoning_Coder-7B |
| | |
| | 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 [SLERP](https://en.wikipedia.org/wiki/Slerp) merge method. |
| | |
| | ### Models Merged |
| | |
| | The following models were included in the merge: |
| | * nvidia-OpenCodeReasoning-Nemotron-7B |
| | * microsoft-NextCoder-7B |
| | |
| | ### Configuration |
| | |
| | The following YAML configuration was used to produce this model: |
| | |
| | ```yaml |
| | base_model: C:/Users/GSS1147/Desktop/nvidia-OpenCodeReasoning-Nemotron-7B |
| | dtype: float16 |
| | merge_method: slerp |
| | parameters: |
| | t: |
| | - filter: embed_tokens |
| | value: 0.0 |
| | - filter: self_attn |
| | value: 0.5 |
| | - filter: mlp |
| | value: 0.5 |
| | - filter: lm_head |
| | value: 1.0 |
| | - value: 0.5 |
| | slices: |
| | - sources: |
| | - layer_range: |
| | - 0 |
| | - 28 |
| | model: C:/Users/GSS1147/Desktop/nvidia-OpenCodeReasoning-Nemotron-7B |
| | - layer_range: |
| | - 0 |
| | - 28 |
| | model: C:/Users/GSS1147/Desktop/microsoft-NextCoder-7B |
| | |
| | ``` |
