Spydaz Web AI By LeroyDyer: Benchmarks, Features and Detailed Analysis. Insights on Spydaz Web AI .

Af African-model Afro-centric Alpha-mind Ancient-one Autotrain compatible Biology Bm Ca Chain-of-thought Chemistry Climate Code Cyber-series Cybertron Dataset:abacusai/arc dpo fewsh... Dataset:abacusai/hellaswag dpo... Dataset:abacusai/metamath dpo ... Dataset:aixsatoshi/chat-with-c... Dataset:arcee-ai/agent-data Dataset:athirdpath/dpo pairs-r... Dataset:beir/hotpotqa Dataset:bible-nlp/biblenlp-cor... Dataset:cognitivecomputations/... Dataset:databricks/databricks-... Dataset:datadudedev/bible Dataset:gretelai/synthetic tex... Dataset:haltiaai/her-the-movie... Dataset:hausanlp/afrisenti-twi... Dataset:heliosbrahma/mental he... Dataset:helsinki-nlp/bible par... Dataset:huggingfacefw/fineweb Dataset:huggingfacefw/fineweb-... Dataset:huggingfacetb/cosmoped... Dataset:huggingfacetb/cosmoped... Dataset:hypersniper/philosophy... Dataset:ilyagusev/gpt roleplay... Dataset:ise-uiuc/magicoder-evo... Dataset:jtatman/hypnosis datas... Dataset:keivalya/medquad-medic... Dataset:locutusque/function-ca... Dataset:m-a-p/codefeedback-fil... Dataset:meta-math/metamathqa Dataset:mwitiderrick/swahilipl... Dataset:occiglot/occiglot-fine... Dataset:omi-health/medical-dia... Dataset:open-orca/openorca Dataset:open-orca/slimorca Dataset:patronusai/financebenc... Dataset:replete-ai/code bagel Dataset:rickrossie/bluemoon ro... Dataset:rogendo/english-swahil... Dataset:ruslanmv/ai-medical-da... Dataset:shekswess/medical llam... Dataset:shenruililin/medicalqn... Dataset:swahili Dataset:takala/financial phras... Dataset:teknium/openhermes-2.5 Dataset:uonlp/culturax Dataset:virattt/financial-qa-1... Dataset:xz56/react-llama Dataset:yahma/alpaca-cleaned En Encyclopedia Endpoints compatible Entity-detection Es Forest-of-thoughts Ha Hi Ig Instruct Knowledge-graph Lcars Legal Medical Mega-transformers Megamind Mistral Mistral quiet Mistral star Mixtral Mulit-mega-merge Multi-lingual Not-for-all-audiences Question-answer Reddit Region:us Safetensors Sequence-classification Sharded So Spydaz Spydazweb Spydazweb-ai Stack-exchange Star-trek Su Sw Tensorflow Token-classification Tree-of-knowledge Tw Visual-spacial-sketchpad Wikipedia Xh Zu

Model Card on HF 🤗: https://huggingface.co/LeroyDyer/_Spydaz_Web_AI_

Spydaz Web AI Benchmarks

LLME Score: 0.20741

^nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

What is the LLM Explorer Rank (Score)

Spydaz Web AI (LeroyDyer/_Spydaz_Web_AI_)

Spydaz Web AI Parameters and Internals

Model Type

Question-Answer, Token-Classification, Sequence-Classification, Text Generation Inference, Roleplay

Use Cases

Areas:

Encyclopedia, Wikipedia, Stack Exchange, Reddit, Cyber-series

Applications:

Complex task execution, Historical archive, Roleplay by character dialogues, Medical simulations, Knowledge harvesting

Primary Use Cases:

Roleplay with various character dialogues, Multi-purpose tool in various fields including legal, medical, and technical support, Developing comprehensive discussions based on archived world knowledge

Limitations:

Response time can be slow on certain hardware setups, especially when intensive internal querying is involved.

Additional Notes

The model was designed for uncensored operations, allowing it to provide a wide range of responses without refusal. It is fit for engaging in roleplay with different character dialogues that have been trained into its personality.

Supported Languages

primary (en), others ()

Training Details

Data Sources:

gretelai/synthetic_text_to_sql, HuggingFaceTB/cosmopedia, teknium/OpenHermes-2.5, Open-Orca/SlimOrca, cognitivecomputations/dolphin-coder, databricks/databricks-dolly-15k, yahma/alpaca-cleaned, uonlp/CulturaX, mwitiderrick/SwahiliPlatypus, 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, 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, xz56/react-llama, BeIR/hotpotqa, arcee-ai/agent-data, HuggingFaceTB/cosmopedia-100k, HuggingFaceFW/fineweb-edu, m-a-p/CodeFeedback-Filtered-Instruction, heliosbrahma/mental_health_chatbot_dataset

Methodology:

This model uses a range of methodologies for multi-task operations and RAG. It integrates advanced concepts such as 'Chain of thoughts', 'tree of thoughts', 'forest of thoughts', 'graph of thoughts', and dual-agent response generation. Methodologies include step-by-step processes, planning, and a focus on knowledge transfer between tasks. Emphasis is on markdown output and generating markdown charts using mermaid.

Model Architecture:

The architecture supports an uncensored, multi-purpose AI capable of task versatility and enhanced dialogue to enable role-playing, thought simulation, and comprehensive querying tools for internal processing.

LLM Name	Spydaz Web AI
Repository 🤗	https://huggingface.co/LeroyDyer/_Spydaz_Web_AI_
Base Model(s)	Spydaz Web AI LeroyDyer/_Spydaz_Web_AI_
Model Size	7.2b
Required VRAM	14.4 GB
Updated	2024-12-22
Maintainer	LeroyDyer
Model Type	mistral
Instruction-Based	Yes
Model Files	4.9 GB: 1-of-3 5.0 GB: 2-of-3 4.5 GB: 3-of-3
Supported Languages	en sw ig so es ca xh zu ha tw af hi bm su
Model Architecture	MistralForCausalLM
License	apache-2.0
Context Length	32768
Model Max Length	32768
Transformers Version	4.44.2
Tokenizer Class	LlamaTokenizer
Padding Token	<unk>
Vocabulary Size	32000
Torch Data Type	bfloat16

Quantized Models of the Spydaz Web AI

Model	Likes	Downloads	VRAM
Spydaz Web AI	3	102	4 GB

Best Alternatives to Spydaz Web AI

Best Alternatives	Context / RAM	Downloads	Likes
...Web AI HumanAI 012 INSTRUCT XA	512K / 14.4 GB	71	0
...Web AI HumanAI 012 INSTRUCT IA	512K / 14.4 GB	55	0
...Web AI HumanAI 011 INSTRUCT ML	512K / 14.4 GB	35	0
...dazWeb AI HumanAI 011 INSTRUCT	512K / 14.4 GB	72	1
...Web AI HumanAI 012 INSTRUCT MX	512K / 14.4 GB	27	0
SpydazWeb AI HumanAGI 001 GA	512K / 14.4 GB	14	0
...zWeb AI LCARS Humanization 003	512K / 14.4 GB	14	0
...AI ChatQA Reasoning101 Project	512K / 14.4 GB	30	1
Spydaz Web AI 08	512K / 14.5 GB	76	1
Spydaz Web AI ChatQA 007	512K / 14.4 GB	11	1

Note: green Score (e.g. "73.2") means that the model is better than LeroyDyer/_Spydaz_Web_AI_.

Rank the Spydaz Web AI Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

Instruction Following and Task Automation
Factuality and Completeness of Knowledge
Censorship and Alignment
Data Analysis and Insight Generation
Text Generation
Text Summarization and Feature Extraction
Code Generation
Multi-Language Support and Translation

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Original data from HuggingFace, OpenCompass and various public git repos.

Release v20241217

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