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Nemotron W 4B Halo 0.1 by Nexesenex

 »  All LLMs  »  Nexesenex  »  Nemotron W 4B Halo 0.1   URL Share it on

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  Merged Model   Arxiv:2403.19522   Autotrain compatible Base model:bunnycore/llama-3.1... Base model:fourohfour/maelstro... Base model:nexesenex/nemotron ...   Conversational   Endpoints compatible   Llama   Model-index   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Nexesenex/Nemotron_W_4b_Halo_0.1 

Nemotron W 4b Halo 0.1 Benchmarks

MMLU Pro: 16.72
GPQA: 4.03
MUSR: 10.76
BBH: 18.55
IFEval: 36.27 vs 88 (so35)-58.8%
MATH Lvl 5: 4.23
LLME Score: 0.27159
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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Nemotron W 4B Halo 0.1 Parameters and Internals

LLM NameNemotron W 4b Halo 0.1
Repository 🤗https://huggingface.co/Nexesenex/Nemotron_W_4b_Halo_0.1 
Base Model(s)  Nexesenex/Nemotron_W_4b_MagLight_0.1   bunnycore/LLama-3.1-4B-TitanFusion   Maelstrom 4B   Nexesenex/Nemotron_W_4b_MagLight_0.1   bunnycore/LLama-3.1-4B-TitanFusion   FourOhFour/Maelstrom_4B
Merged ModelYes
Model Size4b
Required VRAM9.2 GB
Updated2025-06-09
MaintainerNexesenex
Model Typellama
Model Files  0.8 GB: 1-of-10   1.0 GB: 2-of-10   1.0 GB: 3-of-10   1.0 GB: 4-of-10   1.0 GB: 5-of-10   1.0 GB: 6-of-10   1.0 GB: 7-of-10   1.0 GB: 8-of-10   1.0 GB: 9-of-10   0.4 GB: 10-of-10
Model ArchitectureLlamaForCausalLM
Context Length131072
Model Max Length131072
Transformers Version4.48.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typebfloat16
Nemotron W 4B Halo 0.1 (Nexesenex/Nemotron_W_4b_Halo_0.1)

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Note: green Score (e.g. "73.2") means that the model is better than Nexesenex/Nemotron_W_4b_Halo_0.1.

Rank the Nemotron W 4B Halo 0.1 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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