README.md

---
library_name: transformers
tags:
- mergekit
- merge
- unsloth
- trl
- sft
base_model:
- LeroyDyer/SpydazWeb_AI_CyberTron_Ultra_7b
- LeroyDyer/SpydazWeb_AI_HumanAI_011_INSTRUCT
- LeroyDyer/LCARS_TOP_SCORE
- LeroyDyer/LCARS_AI_StarTrek_Computer
model-index:
- name: SpydazWeb_AI_HumanAI_011_INSTRUCT_ML
  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: 37.52
      name: strict accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=LeroyDyer/SpydazWeb_AI_HumanAI_011_INSTRUCT_ML
      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: 15.6
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=LeroyDyer/SpydazWeb_AI_HumanAI_011_INSTRUCT_ML
      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: 2.42
      name: exact match
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=LeroyDyer/SpydazWeb_AI_HumanAI_011_INSTRUCT_ML
      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: 5.7
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=LeroyDyer/SpydazWeb_AI_HumanAI_011_INSTRUCT_ML
      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: 10.92
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=LeroyDyer/SpydazWeb_AI_HumanAI_011_INSTRUCT_ML
      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: 11.32
      name: accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=LeroyDyer/SpydazWeb_AI_HumanAI_011_INSTRUCT_ML
      name: Open LLM Leaderboard
---

# "Success comes from defining each task in achievable steps. Every completed step is a success that brings you closer to your goal. If your steps are unreachable, failure is inevitable. Winners create more winners, while losers do the opposite. Success is a game of winners!"

— # Leroy Dyer (1972-Present)
<img src="https://cdn-avatars.huggingface.co/v1/production/uploads/65d883893a52cd9bcd8ab7cf/tRsCJlHNZo1D02kBTmfy9.jpeg" width="300"/>


## “Epochs are the key to effective training, rather than merely mass dumping examples—unless those examples are interconnected within a single or multiple conversations that teach through dialogue.”


# The Human AI . 
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 [linear](https://arxiv.org/abs/2203.05482) merge method.

### Models Merged

The following models were included in the merge:
* [LeroyDyer/SpydazWeb_AI_CyberTron_Ultra_7b](https://huggingface.co/LeroyDyer/SpydazWeb_AI_CyberTron_Ultra_7b)
* [LeroyDyer/SpydazWeb_AI_HumanAI_011_INSTRUCT](https://huggingface.co/LeroyDyer/SpydazWeb_AI_HumanAI_011_INSTRUCT)
* [LeroyDyer/LCARS_TOP_SCORE](https://huggingface.co/LeroyDyer/LCARS_TOP_SCORE)
* [LeroyDyer/LCARS_AI_StarTrek_Computer](https://huggingface.co/LeroyDyer/LCARS_AI_StarTrek_Computer)

### Configuration

The following YAML configuration was used to produce this model:

```yaml

models:
  - model: LeroyDyer/SpydazWeb_AI_HumanAI_011_INSTRUCT
    parameters:
      weight: 0.764
  - model: LeroyDyer/LCARS_TOP_SCORE
    parameters:
      weight: 0.564
  - model: LeroyDyer/LCARS_AI_StarTrek_Computer
    parameters:
      weight: 0.264
  - model: LeroyDyer/SpydazWeb_AI_CyberTron_Ultra_7b
    parameters:
      weight: 0.564
merge_method: linear
dtype: float16

```

# [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_LeroyDyer__SpydazWeb_AI_HumanAI_011_INSTRUCT_ML)

|      Metric       |Value|
|-------------------|----:|
|Avg.               |13.91|
|IFEval (0-Shot)    |37.52|
|BBH (3-Shot)       |15.60|
|MATH Lvl 5 (4-Shot)| 2.42|
|GPQA (0-shot)      | 5.70|
|MuSR (0-shot)      |10.92|
|MMLU-PRO (5-shot)  |11.32|