---
base_model:
- Qwen/Qwen2.5-14B-Instruct
- sthenno-com/miscii-14b-1225
- sthenno/tempesthenno-ppo-ckpt40
- sometimesanotion/Qwenvergence-14B-v10
library_name: transformers
tags:
- mergekit
- merge
- custom-research
license: apache-2.0
language:
- en
- zh
metrics:
- accuracy
---

update: now checking the evaluations without chat templates

# tempesthenno-nuslerp-0124

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 NuSLERP merge method.

### Models Merged

The following models were included in the merge:
* /Users/sthenno/models/tempesthenno--converge-breadcrumbs
* /Users/sthenno/models/tempesthenno--converge-dtask

### Configuration

The following YAML configuration was used to produce this model:

```yaml
name: tempesthenno-nuslerp-0124
merge_method: nuslerp
tokenizer:
  source: union
chat_template: "chatml"
dtype: float32
out_dtype: bfloat16
parameters:
  int8_mask: true
  normalize: true
  rescale: false
slices:
  - sources:
      - model: /Users/sthenno/models/tempesthenno--converge-dtask
        layer_range: [0, 8]
        parameters:
          weight: 0.65
          nuslerp_flatten: false
          nuslerp_row_wise: true
      - model: /Users/sthenno/models/tempesthenno--converge-breadcrumbs
        layer_range: [0, 8]
        parameters:
          weight: 0.35
          nuslerp_flatten: false
          nuslerp_row_wise: true
  - sources:
      - model: /Users/sthenno/models/tempesthenno--converge-dtask
        layer_range: [8, 16]
        parameters:
          weight: 0.60
          nuslerp_flatten: false
          nuslerp_row_wise: true
      - model: /Users/sthenno/models/tempesthenno--converge-breadcrumbs
        layer_range: [8, 16]
        parameters:
          weight: 0.40
          nuslerp_flatten: false
          nuslerp_row_wise: true
  - sources:
      - model: /Users/sthenno/models/tempesthenno--converge-dtask
        layer_range: [16, 24]
        parameters:
          weight: 0.55
          nuslerp_flatten: false
          nuslerp_row_wise: false
      - model: /Users/sthenno/models/tempesthenno--converge-breadcrumbs
        layer_range: [16, 24]
        parameters:
          weight: 0.45
          nuslerp_flatten: false
          nuslerp_row_wise: false
  - sources:
      - model: /Users/sthenno/models/tempesthenno--converge-dtask
        layer_range: [24, 32]
        parameters:
          weight: 0.50
          nuslerp_flatten: false
          nuslerp_row_wise: false
      - model: /Users/sthenno/models/tempesthenno--converge-breadcrumbs
        layer_range: [24, 32]
        parameters:
          weight: 0.50
          nuslerp_flatten: false
          nuslerp_row_wise: false
  - sources:
      - model: /Users/sthenno/models/tempesthenno--converge-dtask
        layer_range: [32, 40]
        parameters:
          weight: 0.45
          nuslerp_flatten: true
      - model: /Users/sthenno/models/tempesthenno--converge-breadcrumbs
        layer_range: [32, 40]
        parameters:
          weight: 0.55
          nuslerp_flatten: true
  - sources:
      - model: /Users/sthenno/models/tempesthenno--converge-dtask
        layer_range: [40, 48]
        parameters:
          weight: 0.40
          nuslerp_flatten: true
      - model: /Users/sthenno/models/tempesthenno--converge-breadcrumbs
        layer_range: [40, 48]
        parameters:
          weight: 0.60
          nuslerp_flatten: true

```