---
license: apache-2.0
library_name: transformers
tags:
- mergekit
- merge
base_model:
- elinas/Chronos-Gold-12B-1.0
- nbeerbower/mistral-nemo-gutenberg3-12B
- crestf411/MN-Slush
- nothingiisreal/MN-12B-Celeste-V1.9
- Gryphe/Pantheon-RP-1.6.1-12b-Nemo
- anthracite-org/magnum-v4-12b
model-index:
- name: Annunaki-12b
  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: 38.72
      name: strict accuracy
    source:
      url: https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/Annunaki-12b
      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: 35.32
      name: normalized accuracy
    source:
      url: https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/Annunaki-12b
      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: 11.33
      name: exact match
    source:
      url: https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/Annunaki-12b
      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: 9.51
      name: acc_norm
    source:
      url: https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/Annunaki-12b
      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: 14.28
      name: acc_norm
    source:
      url: https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/Annunaki-12b
      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: 30.23
      name: accuracy
    source:
      url: https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/Annunaki-12b
      name: Open LLM Leaderboard
---
# Merge

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

## Merge Details

![image/webp](https://cdn-uploads.huggingface.co/production/uploads/66c1cc08453a7ef6c5fe657a/rrZLdJFz6d-hCnYKXX98D.webp)

A merge of some of my fave Mistral Nemo models.

Quant: https://huggingface.co./Triangle104/Annunaki-12b-Q4_K_M-GGUF

### Merge Method

This model was merged using the [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [nothingiisreal/MN-12B-Celeste-V1.9](https://huggingface.co./nothingiisreal/MN-12B-Celeste-V1.9) as a base.

### Models Merged

The following models were included in the merge:
* [elinas/Chronos-Gold-12B-1.0](https://huggingface.co./elinas/Chronos-Gold-12B-1.0)
* [nbeerbower/mistral-nemo-gutenberg3-12B](https://huggingface.co./nbeerbower/mistral-nemo-gutenberg3-12B)
* [crestf411/MN-Slush](https://huggingface.co./crestf411/MN-Slush)
* [Gryphe/Pantheon-RP-1.6.1-12b-Nemo](https://huggingface.co./Gryphe/Pantheon-RP-1.6.1-12b-Nemo)
* [anthracite-org/magnum-v4-12b](https://huggingface.co./anthracite-org/magnum-v4-12b)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: crestf411/MN-Slush
  - model: elinas/Chronos-Gold-12B-1.0
  - model: nbeerbower/mistral-nemo-gutenberg3-12B
  - model: nothingiisreal/MN-12B-Celeste-V1.9
  - model: anthracite-org/magnum-v4-12b
  - model: Gryphe/Pantheon-RP-1.6.1-12b-Nemo
base_model: nothingiisreal/MN-12B-Celeste-V1.9
merge_method: model_stock
parameters:
  normalize: true
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/Triangle104__Annunaki-12b-details)

|      Metric       |Value|
|-------------------|----:|
|Avg.               |23.23|
|IFEval (0-Shot)    |38.72|
|BBH (3-Shot)       |35.32|
|MATH Lvl 5 (4-Shot)|11.33|
|GPQA (0-shot)      | 9.51|
|MuSR (0-shot)      |14.28|
|MMLU-PRO (5-shot)  |30.23|