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HelpingAI Lite 2x1B by OEvortex

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  Autotrain compatible Base model:finetune:oevortex/h... Base model:oevortex/helpingai-...   Coder   Conversational   En   Endpoints compatible   Finetuned   Helpingai   Lite   Mixtral   Moe   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/OEvortex/HelpingAI-Lite-2x1B 

HelpingAI Lite 2x1B Benchmarks

ARC: 36.09 vs 96.7 (so35)-62.7%
HellaSwag: 61.11 vs 95.3 (gpt4)-35.9%
MMLU: 25.1 vs 88.3 (so35)-71.6%
TruthfulQA: 37.39 vs 59 (gpt4)-36.6%
WinoGrande: 60.85 vs 87.5 (gpt4)-30.5%
GSM8K: 2.35 vs 96.4 (so35)-97.6%
LLME Score: 0.20317
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
HelpingAI Lite 2x1B (OEvortex/HelpingAI-Lite-2x1B)

HelpingAI Lite 2x1B Parameters and Internals

Model Type 
Mixture of Experts (MOE)
Additional Notes 
The HelpingAI-Lite-2x1B is a Mixture of Experts (MOE) model.
Supported Languages 
English (Full support)
LLM NameHelpingAI Lite 2x1B
Repository 🤗https://huggingface.co/OEvortex/HelpingAI-Lite-2x1B 
Base Model(s)  HelpingAI Lite   OEvortex/HelpingAI-Lite
Model Size1.9b
Required VRAM7.5 GB
Updated2025-02-22
MaintainerOEvortex
Model Typemixtral
Model Files  5.0 GB: 1-of-2   2.5 GB: 2-of-2
Supported Languagesen
Model ArchitectureMixtralForCausalLM
Licenseother
Context Length2048
Model Max Length2048
Transformers Version4.37.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typefloat32

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Rank the HelpingAI Lite 2x1B 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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