---
language:
- en
- zh
license: apache-2.0
library_name: transformers
tags:
- mergekit
- merge
base_model:
- sthenno-com/miscii-14b-1225
- sthenno/tempesthenno-ppo-ckpt40
metrics:
- accuracy
model-index:
- name: miscii-14b-0218
  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: 76.56
      name: strict accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=sthenno-com/miscii-14b-0218
      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: 50.64
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=sthenno-com/miscii-14b-0218
      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: 51.44
      name: exact match
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=sthenno-com/miscii-14b-0218
      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: 17.79
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=sthenno-com/miscii-14b-0218
      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: 13.21
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=sthenno-com/miscii-14b-0218
      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: 47.75
      name: accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=sthenno-com/miscii-14b-0218
      name: Open LLM Leaderboard
---
# miscii-14b-0218

![](banner.png)

Image source: [The Angel’s Message](http://lastlabyrinth.net/agm/)

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 Stock](https://arxiv.org/abs/2403.19522) merge method using /Users/sthenno/models/tempesthenno-ppo-enchanted as a base.

### Models Merged

The following models were included in the merge:
* /Users/sthenno/models/tempesthenno-sft-0218-stage2-ckpt40
* /Users/sthenno/models/tempesthenno-sft-0218-stage2-ckpt50
* /Users/sthenno/models/tempesthenno-sft-0218-stage2-ckpt60
* /Users/sthenno/models/tempesthenno-sft-0218-ckpt60
* /Users/sthenno/models/tempesthenno-sft-0218-ckpt80

### Configuration

The following YAML configuration was used to produce this model:

```yaml
name: tempesthenno-ms-0218
merge_method: model_stock
base_model: /Users/sthenno/models/tempesthenno-ppo-enchanted
tokenizer:
  source: base
dtype: float32
out_dtype: bfloat16
parameters:
  int8_mask: true
  normalize: true
  rescale: false
models:
  - model: /Users/sthenno/models/tempesthenno-sft-0218-ckpt60
  - model: /Users/sthenno/models/tempesthenno-sft-0218-ckpt80
  - model: /Users/sthenno/models/tempesthenno-sft-0218-stage2-ckpt40
  - model: /Users/sthenno/models/tempesthenno-sft-0218-stage2-ckpt50
  - model: /Users/sthenno/models/tempesthenno-sft-0218-stage2-ckpt60

```
# [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/sthenno-com__miscii-14b-0218-details)

|      Metric       |Value|
|-------------------|----:|
|Avg.               |42.90|
|IFEval (0-Shot)    |76.56|
|BBH (3-Shot)       |50.64|
|MATH Lvl 5 (4-Shot)|51.44|
|GPQA (0-shot)      |17.79|
|MuSR (0-shot)      |13.21|
|MMLU-PRO (5-shot)  |47.75|