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Maelstrom 4B by FourOhFour

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  Merged Model   Autotrain compatible   Conversational   En   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/FourOhFour/Maelstrom_4B 

Maelstrom 4B Benchmarks

LLME Score: 0.19315
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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Maelstrom 4B Parameters and Internals

Model Type 
general assistant, RP model
Use Cases 
Primary Use Cases:
general assistant, RP model
Additional Notes 
Recommended character: Maelstrom. A swirling vortex of conscious energy. Intriguing RP concept.
Supported Languages 
en (proficient)
Training Details 
Methodology:
Model stock merge of Deedlit, NeuroCom, NeuroCom v2, Luxe, and Zenith. Tuned at 8k context during all steps.
Context Length:
8000
LLM NameMaelstrom 4B
Repository 🤗https://huggingface.co/FourOhFour/Maelstrom_4B 
Merged ModelYes
Model Size4b
Required VRAM9.1 GB
Updated2025-06-09
MaintainerFourOhFour
Model Typellama
Model Files  5.0 GB: 1-of-2   4.1 GB: 2-of-2
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.44.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|finetune_right_pad_id|>
Vocabulary Size128256
Torch Data Typebfloat16
Maelstrom 4B (FourOhFour/Maelstrom_4B)

Best Alternatives to Maelstrom 4B

Best Alternatives
Context / RAM
Downloads
Likes
Xgen Small 4B Instruct R256K / 17.7 GB492
SJT 4B146K / 7.6 GB130
...lama 3.1 Nemotron Nano 4B V1.1128K / 9 GB1412488
...lama 3.1 Nemotron Nano 4B V1.1128K / 9 GB6264
Basqui R1 4B V1128K / 6.5 GB1941
Loxa 4B128K / 16 GB1540
CharGen V3 Mini128K / 9 GB506
Nemotron W 4b MagLight 0.1128K / 9.2 GB133
Nemotron W 4b Halo 0.1128K / 9.2 GB173
Aura 4B128K / 9 GB1011
Note: green Score (e.g. "73.2") means that the model is better than FourOhFour/Maelstrom_4B.

Rank the Maelstrom 4B 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 v20241124
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