---
base_model:
- POLARIS-Project/Polaris-7B-Preview
- deepseek-ai/DeepSeek-R1-Distill-Qwen-7B
- nvidia/AceReason-Nemotron-7B
library_name: transformers
tags:
- mergekit
- merge

---
# merged-breadcrumbs

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 Breadcrumbs with TIES](https://arxiv.org/abs/2312.06795) merge method using [deepseek-ai/DeepSeek-R1-Distill-Qwen-7B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B) as a base.

### Models Merged

The following models were included in the merge:
* [POLARIS-Project/Polaris-7B-Preview](https://huggingface.co/POLARIS-Project/Polaris-7B-Preview)
* ./padded-maestro
* [nvidia/AceReason-Nemotron-7B](https://huggingface.co/nvidia/AceReason-Nemotron-7B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
merge_method: breadcrumbs_ties
base_model: deepseek-ai/DeepSeek-R1-Distill-Qwen-7B
parameters:
  density: 0.15 # Retain top 15% (Trims bottom 85% SFT noise)
  gamma: 0.99   # Trim the top 1% (Destroys extreme RL outliers)
  weight: 1.0
models:
  - model: nvidia/AceReason-Nemotron-7B
  - model: ./padded-maestro
  - model: POLARIS-Project/Polaris-7B-Preview
dtype: bfloat16

```