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SpydazWeb AI CyberTron Ultra 7B by LeroyDyer

By LeroyDyer · 35 downloads
HF Repo ↗ Copy URL

SpydazWeb AI CyberTron Ultra 7B is an open-source language model by LeroyDyer. Features: 7b LLM, VRAM: 14.4GB, Context: 32K, License: apache-2.0, Instruction-Based, LLM Explorer Score: 0.16.

Base model:finetune:leroydyer/... Base model:leroydyer/spydazweb...   Code   Conversational   Cyber-series Dataset:cognitivecomputations/... Dataset:databricks/databricks-... Dataset:gretelai/synthetic tex... Dataset:huggingfacetb/cosmoped... Dataset:ise-uiuc/magicoder-evo...   Dataset:meta-math/metamathqa Dataset:mwitiderrick/swahilipl...   Dataset:open-orca/openorca   Dataset:open-orca/slimorca Dataset:rogendo/english-swahil...   Dataset:swahili   Dataset:teknium/openhermes-2.5   Dataset:uonlp/culturax   Dataset:yahma/alpaca-cleaned   Doctor   En   Endpoints compatible   Farmer   Instruct   Medical   Mega-series   Milestone   Mistral   Model-index   Region:us   Role-play   Safetensors   Self-rag   Sharded   Spydazwebai   Tensorflow   Thinkingbot   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/LeroyDyer/SpydazWeb_AI_CyberTron_Ultra_7b 

SpydazWeb AI CyberTron Ultra 7B Parameters and Internals

Model Type 
text-generation-inference, fine-tuned
Use Cases 
Areas:
medical, farmer, doctor, Mega-Series, Cyber-Series, Role-Play, Self-Rag, ThinkingBot
Additional Notes 
The model is highly tuned for text generation, role-play, and can maintain personas. It is designed for strategic merging and tuning to maintain different capabilities separately.
Supported Languages 
en (Proficient)
Training Details 
Data Sources:
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, Rogendo/English-Swahili-Sentence-Pairs, ise-uiuc/Magicoder-Evol-Instruct-110K, meta-math/MetaMathQA
Methodology:
fine-tuning, unsloth
Context Length:
32000
Input Output 
Accepted Modalities:
text
LLM NameSpydazWeb AI CyberTron Ultra 7b
Repository 🤗https://huggingface.co/LeroyDyer/SpydazWeb_AI_CyberTron_Ultra_7b 
Base Model(s)  Mixtral AI CyberTron Ultra   LeroyDyer/Mixtral_AI_CyberTron_Ultra
Model Size7b
Required VRAM14.4 GB
Updated2026-08-08
MaintainerLeroyDyer
Model Typemistral
Instruction-BasedYes
Model Files  1.9 GB: 1-of-8   1.9 GB: 2-of-8   2.0 GB: 3-of-8   1.9 GB: 4-of-8   2.0 GB: 5-of-8   1.9 GB: 6-of-8   2.0 GB: 7-of-8   0.8 GB: 8-of-8
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.38.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than LeroyDyer/SpydazWeb_AI_CyberTron_Ultra_7b.