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10K V6 by MrRobotoAI

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  Merged Model   Arxiv:2311.03099   Autotrain compatible   Conversational   Endpoints compatible   Gguf   Llama   Q4   Quantized   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/MrRobotoAI/10K-v6 

10K V6 Benchmarks

LLME Score: 0.25604
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
10K V6 (MrRobotoAI/10K-v6)

10K V6 Parameters and Internals

LLM Name10K V6
Repository 🤗https://huggingface.co/MrRobotoAI/10K-v6 
Base Model(s)  MrRobotoAI/10K-v5   6K V2   MrRobotoAI/10K-v5   MrRobotoAI/6K-v2
Merged ModelYes
Model Size8b
Required VRAM16.1 GB
Updated2025-02-17
MaintainerMrRobotoAI
Model Typellama
Model Files  4.9 GB   4.9 GB   4.9 GB   4.9 GB   4.9 GB   5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
GGUF QuantizationYes
Quantization Typeq4|gguf|q4_k
Model ArchitectureLlamaForCausalLM
Context Length1048576
Model Max Length1048576
Transformers Version4.48.2
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than MrRobotoAI/10K-v6.

Rank the 10K V6 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 v20241227
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