---
base_model:
  - LeroyDyer/LCARS_TOP_SCORE
  - LeroyDyer/Mixtral_AI_Cyber_Matrix_2_0
  - LeroyDyer/SpydazWeb_AI_CyberTron_Ultra_7b
  - LeroyDyer/LCARS_AI_StarTrek_Computer
  - LeroyDyer/_Spydaz_Web_AI_ActionQA_Project
  - LeroyDyer/_Spydaz_Web_AI_ChatML_512K_Project
  - LeroyDyer/_Spydaz_Web_AI_ChatQA_ReAct_Project_UltraFineTuned
  - LeroyDyer/SpyazWeb_AI_DeepMind_Project
  - LeroyDyer/SpydazWeb_AI_Swahili_Project
  - LeroyDyer/_Spydaz_Web_AI_ChatQA_ReAct_Project
  - LeroyDyer/_Spydaz_Web_AI_MistralStar_001_Project
  - LeroyDyer/QuietStar_Project
  - LeroyDyer/Mixtral_BioMedical_7b
  - LeroyDyer/Mixtral_AI_CyberTron_Coder
  - LeroyDyer/_Spydaz_Web_AI_BIBLE_002
  - LeroyDyer/_Spydaz_Web_AI_ChatQA_Reasoning101_Project
  - LeroyDyer/SpydazWeb_AI_Text_AudioVision_Project
language:
  - en
  - sw
  - ig
  - so
  - es
  - ca
  - xh
  - zu
  - ha
  - tw
  - af
  - hi
  - bm
  - su
license: apache-2.0
tags:
- text-generation-inference
- transformers
- unsloth
- mistral
- trl
---




# "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.”




# SpydazWeb AI (7b Mistral) (512k)



The SpydazWeb Trained Mistral 7b Model :

  # Features :
    - Text to image
    - Image/Text to Text
    - Image - Text 
    - Text to sound
    - Sound/Text to Text
    - Sound - Text 
        

## Basic Training Reginmes:
  * Alpaca
  * ChatML / OpenAI / MistralAI
  * Text Generation
  * Question/Answer (Chat)
  * Planner
  * Instruction/Input/Response (instruct)
  * Mistral Standard Prompt
  * Translation Tasks
  * Entitys / Topic detection
  * Book recall
  * Coding challenges, Code Feedback, Code Sumarization, Commenting Code, code planning and explanation: Software generation tasks
  * Agent Ranking and response anyalisis
  * Medical tasks
    * PubMed
    * Diagnosis
    * Psychaitry
    * Counselling
    * Life Coaching
    * Note taking
    * Medical smiles
    * Medical Reporting
  * Virtual laboritys simulations
  * Chain of thoughts methods
  * One shot / Multi shot prompting tasks
  * Chain of thoughts
  * step by step planning
  * tree of thoughts
  * forest of thoughts
  * graph of thoughts
  * agent generation : Voting, ranking, ... dual agent response generation: