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Cyber8 by Kaballas

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  Autotrain compatible Base model:finetune:kaballas/c...   Base model:kaballas/cyber6   Conversational   En   Endpoints compatible   Llama   Pytorch   Region:us   Sharded   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/Kaballas/Cyber8 

Cyber8 Benchmarks

LLME Score: 0.21566
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Cyber8 (Kaballas/Cyber8)

Cyber8 Parameters and Internals

Model Type 
text-generation-inference, transformers, unsloth, llama, trl
Additional Notes 
This llama model was trained 2x faster with Unsloth and Huggingface's TRL library.
Supported Languages 
en (full)
LLM NameCyber8
Repository 🤗https://huggingface.co/Kaballas/Cyber8 
Base Model(s)  Cyber6   Kaballas/Cyber6
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 Typefloat16

Best Alternatives to Cyber8

Best Alternatives
Context / RAM
Downloads
Likes
LWM Text 512K512K / 13.5 GB72
LWM Text Chat 512K512K / 13.5 GB52
LWM Text 256K256K / 13.5 GB483
LWM Text Chat 256K256K / 13.5 GB113
Pallas 0.5 LASER 0.1195K / 68.9 GB13552
Ashley3b X 1.2128K / 6.5 GB250
Ashley3b X 1.3128K / 6.5 GB140
Cyber13128K / 16.1 GB50
LWM Text Chat 128K128K / 13.5 GB7820
...Model LWM Text Chat 128K 55bpw128K / 4.8 GB73
Note: green Score (e.g. "73.2") means that the model is better than Kaballas/Cyber8.

Rank the Cyber8 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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