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Cyber16 by Kaballas

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  Autotrain compatible Base model:finetune:kaballas/c...   Base model:kaballas/cyber13   Conversational   En   Endpoints compatible   Llama   Region:us   Safetensors   Sft   Sharded   Tensorflow   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/Kaballas/Cyber16 

Cyber16 Benchmarks

LLME Score: 0.21684
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Cyber16 (Kaballas/Cyber16)

Cyber16 Parameters and Internals

Model Type 
text-generation-inference, transformers, llama, trl, sft
Additional Notes 
This llama model was trained 2x faster with Unsloth and Huggingface's TRL library.
Supported Languages 
en (proficient)
Training Details 
Methodology:
Model finetuned using Unsloth and Huggingface's TRL library
Training Time:
2x faster with Unsloth
LLM NameCyber16
Repository 🤗https://huggingface.co/Kaballas/Cyber16 
Base Model(s)  Cyber13   Kaballas/Cyber13
Model Size8b
Required VRAM16.1 GB
Updated2025-01-25
MaintainerKaballas
Model Typellama
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.44.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|finetune_right_pad_id|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than Kaballas/Cyber16.

Rank the Cyber16 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 v20241227
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