	---
	language:
	- en
	- sw
	- ig
	- so
	- es
	- ca
	- xh
	- zu
	- ha
	- tw
	- af
	- hi
	- bm
	- su
	license: apache-2.0
	metrics:
	- accuracy
	- bertscore
	- bleu
	- brier_score
	- cer
	- character
	- charcut_mt
	- chrf
	- code_eval
	tags:
	- text-generation-inference
	- transformers
	- unsloth
	- mistral
	- trl
	- chemistry
	- biology
	- legal
	- art
	- music
	- finance
	- code
	- medical
	- not-for-all-audiences
	- merge
	- climate
	- chain-of-thought
	- tree-of-knowledge
	- forest-of-thoughts
	- visual-spacial-sketchpad
	- alpha-mind
	- knowledge-graph
	- entity-detection
	- encyclopedia
	- wikipedia
	- stack-exchange
	- Reddit
	- Cyber-series
	- MegaMind
	- Cybertron
	- SpydazWeb
	- Spydaz
	- LCARS
	- star-trek
	- mega-transformers
	- Mulit-Mega-Merge
	- Multi-Lingual
	- Afro-Centric
	- African-Model
	- Ancient-One
	datasets:
	- gretelai/synthetic_text_to_sql
	- HuggingFaceTB/cosmopedia
	- teknium/OpenHermes-2.5
	- Open-Orca/SlimOrca
	- Open-Orca/OpenOrca
	- cognitivecomputations/dolphin-coder
	- databricks/databricks-dolly-15k
	- yahma/alpaca-cleaned
	- uonlp/CulturaX
	- mwitiderrick/SwahiliPlatypus
	- swahili
	- Rogendo/English-Swahili-Sentence-Pairs
	- ise-uiuc/Magicoder-Evol-Instruct-110K
	- meta-math/MetaMathQA
	- abacusai/ARC_DPO_FewShot
	- abacusai/MetaMath_DPO_FewShot
	- abacusai/HellaSwag_DPO_FewShot
	- HaltiaAI/Her-The-Movie-Samantha-and-Theodore-Dataset
	- HuggingFaceFW/fineweb
	- occiglot/occiglot-fineweb-v0.5
	- omi-health/medical-dialogue-to-soap-summary
	- keivalya/MedQuad-MedicalQnADataset
	- ruslanmv/ai-medical-dataset
	- Shekswess/medical_llama3_instruct_dataset_short
	- ShenRuililin/MedicalQnA
	- virattt/financial-qa-10K
	- PatronusAI/financebench
	- takala/financial_phrasebank
	- Replete-AI/code_bagel
	- athirdpath/DPO_Pairs-Roleplay-Alpaca-NSFW
	- IlyaGusev/gpt_roleplay_realm
	- rickRossie/bluemoon_roleplay_chat_data_300k_messages
	- jtatman/hypnosis_dataset
	- Hypersniper/philosophy_dialogue
	- Locutusque/function-calling-chatml
	- bible-nlp/biblenlp-corpus
	- DatadudeDev/Bible
	- Helsinki-NLP/bible_para
	- HausaNLP/AfriSenti-Twitter
	- aixsatoshi/Chat-with-cosmopedia
	- HuggingFaceTB/cosmopedia-100k
	- HuggingFaceFW/fineweb-edu
	- m-a-p/CodeFeedback-Filtered-Instruction
	- heliosbrahma/mental_health_chatbot_dataset
	- saillab/alpaca_lingala_taco
	- saillab/alpaca_igbo_taco
	- saillab/alpaca_sundanese_taco
	- saillab/alpaca_bambara_taco
	- proj-persona/PersonaHub
	- iamtarun/code_instructions_120k_alpaca
	base_model: LeroyDyer/_Spydaz_Web_AI_004_bit
	---

	# Uploaded model

	- Developed by: Leroy "Spydaz" Dyer
	- License: apache-2.0
	- Finetuned from model : LeroyDyer/LCARS_AI_009
	[<img src="https://cdn-avatars.huggingface.co/v1/production/uploads/65d883893a52cd9bcd8ab7cf/tRsCJlHNZo1D02kBTmfy9.jpeg" width="300"/>
	https://github.com/spydaz


	* The Mistral-7B-Instruct-v0.2 Large Language Model (LLM) is an instruct fine-tuned version of the Mistral-7B-v0.2.

	* Mistral-7B-v0.2 has the following changes compared to Mistral-7B-v0.1

	* 32k context window (vs 8k context in v0.1)
	* Rope-theta = 1e6
	* No Sliding-Window Attention


	# Introduction :

	## SpydazWeb AI model :

	### Methods:

	Trained for multi-task operations as well as rag and function calling :

	This model is a fully functioning model and is fully uncensored:

	the model has been trained on multiple datasets on the huggingface hub and kaggle :

	the focus has been mainly on methodology :

	* Chain of thoughts
	* steo by step
	* tree of thoughts
	* forest of thoughts
	* graph of thoughts
	* agent generation : Voting, ranking, ...

	with these methods the model has gained insights into tasks, enabling for knowldge transfer between tasks :

	the model has been intensivly trained in recalling data previously entered into the matrix:











	This mistral model was trained 2x 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)