---
language:
- en
license: apache-2.0
tags:
- text-generation-inference
- transformers
- unsloth
- mistral
- trl
base_model: LeroyDyer/_Spydaz_Web_AI_ChatML_002
model-index:
- name: _Spydaz_Web_AI_ChatML_002
  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: 24.12
      name: strict accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=LeroyDyer/_Spydaz_Web_AI_ChatML_002
      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: 4.19
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=LeroyDyer/_Spydaz_Web_AI_ChatML_002
      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: 0.0
      name: exact match
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=LeroyDyer/_Spydaz_Web_AI_ChatML_002
      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: 1.01
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=LeroyDyer/_Spydaz_Web_AI_ChatML_002
      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: 2.79
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=LeroyDyer/_Spydaz_Web_AI_ChatML_002
      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: 1.05
      name: accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=LeroyDyer/_Spydaz_Web_AI_ChatML_002
      name: Open LLM Leaderboard
---

 
## SpydazWeb AI model : LeroyDyer/_Spydaz_Web_AI_ChatML_002 (512k)
 
The context has been sucessfully merged with the 512k project and realigned to the same datasets used to align the chatml model from the past traiing regimes : 
This was also a descendant of the 512k contenct PRoject which also consited of the CodeAgent which also utilizs the React Templating and traing regimes which i have also deployed : hence including the model in the merge : after realiging these models using reafct llama datasets and the same alignment sets used to generate the chatMl latest Skew:

Quote for Motivation:
# "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!"

# "To grow as a professional, set goals just beyond your current abilities. Achieving these milestones will not only overcome obstacles but also strengthen your skillset. If your tasks are too easy, you’ll never challenge yourself or improve, and life will pass you by!"

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

THis model is the updated aligned ChatMl Version of the curent models and merges : 
It was realigned using the gliave function calling and word orca datsets as well s the normal internal datasets: (3) 

This model is based on the worlds archive of knowledge maintaining historical documents and providing services for the survivors of mankind ,
who may need to construct shelters develop technologys , or medical resources as well as maintain the history of the past . keeping store of all the religious knowledge and data of the world:
A friendly interface with a personality caring and flirtatious at times : non binary !...
and Expert in all feilds: ie Uncensored and will not refuse to give information : the model can be used for role play as many character dialogues were als trained into the model as its personality to enable a greater perspective and outlook and natural discussion with the agents:
the model was trained to operateinaragenvironment utilizing content and internal knowledge to respond to questions or create enriched sumarys.


This mistral model was trained 5x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.

[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)

# [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___Spydaz_Web_AI_ChatML_002)

|      Metric       |Value|
|-------------------|----:|
|Avg.               | 5.53|
|IFEval (0-Shot)    |24.12|
|BBH (3-Shot)       | 4.19|
|MATH Lvl 5 (4-Shot)| 0.00|
|GPQA (0-shot)      | 1.01|
|MuSR (0-shot)      | 2.79|
|MMLU-PRO (5-shot)  | 1.05|