---
license: apache-2.0
library_name: transformers
tags:
- mergekit
- merge
- SLERP
- llama
- Yi-1.5
base_model:
- altomek/YiSM-34B-0rn
- Azure99/blossom-v5.1-34b
model-index:
- name: YiSM-blossom5.1-34B-SLERP
  results:
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: IFEval (0-Shot)
      type: HuggingFaceH4/ifeval
      args:
        num_few_shot: 0
    metrics:
    - type: inst_level_strict_acc and prompt_level_strict_acc
      value: 50.33
      name: strict accuracy
    source:
      url: >-
        https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=CombinHorizon/YiSM-blossom5.1-34B-SLERP
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: BBH (3-Shot)
      type: BBH
      args:
        num_few_shot: 3
    metrics:
    - type: acc_norm
      value: 46.4
      name: normalized accuracy
    source:
      url: >-
        https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=CombinHorizon/YiSM-blossom5.1-34B-SLERP
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: MATH Lvl 5 (4-Shot)
      type: hendrycks/competition_math
      args:
        num_few_shot: 4
    metrics:
    - type: exact_match
      value: 19.79
      name: exact match
    source:
      url: >-
        https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=CombinHorizon/YiSM-blossom5.1-34B-SLERP
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: GPQA (0-shot)
      type: Idavidrein/gpqa
      args:
        num_few_shot: 0
    metrics:
    - type: acc_norm
      value: 14.09
      name: acc_norm
    source:
      url: >-
        https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=CombinHorizon/YiSM-blossom5.1-34B-SLERP
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: MuSR (0-shot)
      type: TAUR-Lab/MuSR
      args:
        num_few_shot: 0
    metrics:
    - type: acc_norm
      value: 14.37
      name: acc_norm
    source:
      url: >-
        https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=CombinHorizon/YiSM-blossom5.1-34B-SLERP
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: MMLU-PRO (5-shot)
      type: TIGER-Lab/MMLU-Pro
      config: main
      split: test
      args:
        num_few_shot: 5
    metrics:
    - type: acc
      value: 41.56
      name: accuracy
    source:
      url: >-
        https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=CombinHorizon/YiSM-blossom5.1-34B-SLERP
      name: Open LLM Leaderboard
language:
- en
pipeline_tag: text-generation
---
# merge

This is a merge of pre-trained language models created [using](https://arxiv.org/abs/2403.13257) [mergekit](https://github.com/cg123/mergekit).

## Merge Details
### Merge Method

This model was merged using the SLERP merge method.

### Models Merged

The following models were included in the merge:
* [altomek/YiSM-34B-0rn](https://huggingface.co/altomek/YiSM-34B-0rn)
* [Azure99/blossom-v5.1-34b](https://huggingface.co/Azure99/blossom-v5.1-34b)

Both are based on [Yi](https://arxiv.org/abs/2403.04652)-[1.5](https://huggingface.co/01-ai/Yi-1.5-34B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
slices:
- sources:
  - model: altomek/YiSM-34B-0rn
    layer_range:
    - 0
    - 60
  - model: Azure99/blossom-v5.1-34b
    layer_range:
    - 0
    - 60
merge_method: slerp
base_model: altomek/YiSM-34B-0rn
parameters:
  t:
  - filter: self_attn
    value:
    - 0
    - 0.5
    - 0.3
    - 0.7
    - 1
  - filter: mlp
    value:
    - 1
    - 0.5
    - 0.7
    - 0.3
    - 0
  - value: 0.38
dtype: bfloat16
```
# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard)
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_CombinHorizon__YiSM-blossom5.1-34B-SLERP)

|      Metric       |Value|
|-------------------|----:|
|Avg.               |31.09|
|IFEval (0-Shot)    |50.33|
|BBH (3-Shot)       |46.40|
|MATH Lvl 5 (4-Shot)|19.79|
|GPQA (0-shot)      |14.09|
|MuSR (0-shot)      |14.37|
|MMLU-PRO (5-shot)  |41.56|