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Mini Spyra V.2.1 by Kwoya

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Model Card on HF 🤗: https://huggingface.co/Kwoya/Mini-Spyra-v.2.1 

Mini Spyra V.2.1 Benchmarks

LLME Score: 0.22579
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mini Spyra V.2.1 (Kwoya/Mini-Spyra-v.2.1)
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Mini Spyra V.2.1 Parameters and Internals

LLM NameMini Spyra V.2.1
Repository 🤗https://huggingface.co/Kwoya/Mini-Spyra-v.2.1 
Base Model(s)  cognitivecomputations/Dolphin3.0-Llama3.1-8B   cognitivecomputations/Dolphin3.0-Llama3.1-8B
Model Size8b
Required VRAM32.1 GB
Updated2025-07-02
MaintainerKwoya
Model Typellama
Model Files  4.9 GB: 1-of-7   4.8 GB: 2-of-7   5.0 GB: 3-of-7   5.0 GB: 4-of-7   4.8 GB: 5-of-7   5.0 GB: 6-of-7   2.6 GB: 7-of-7
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.45.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|im_end|>
Vocabulary Size128258
Torch Data Typefloat32

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...dger Nu Llama 3.1 8B UltraLong1048K / 16.2 GB103
Note: green Score (e.g. "73.2") means that the model is better than Kwoya/Mini-Spyra-v.2.1.

Rank the Mini Spyra V.2.1 Capabilities

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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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Release v20241124
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