Hamanasu Magnum 4B by Delta-Vector

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Base model:delta-vector/hamana... Base model:finetune:delta-vect... Dataset:anthracite-org/kalo-op... Dataset:anthracite-org/kalo mi... Dataset:anthracite-org/kalo op... Dataset:anthracite-org/nopm cl... Dataset:lodrick-the-lafted/kal... Dataset:neweden/claude-instruc... Dataset:neweden/claude-instruc... Dataset:pocketdoc/dans-persona...   Finetuned   Instruct   Llama   Region:us   Roleplay   Safetensors   Sharded   Storywriting   Tensorflow

Hamanasu Magnum 4B Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Hamanasu Magnum 4B (Delta-Vector/Hamanasu-Magnum-4B)

Hamanasu Magnum 4B Parameters and Internals

LLM NameHamanasu Magnum 4B
Repository ๐Ÿค—https://huggingface.co/Delta-Vector/Hamanasu-Magnum-4B 
Base Model(s)  Hamanasu 4B Instruct KTO V2   Delta-Vector/Hamanasu-4B-Instruct-KTO-V2
Model Size4b
Required VRAM9 GB
Updated2025-04-28
MaintainerDelta-Vector
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   4.0 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
Context Length131072
Model Max Length131072
Transformers Version4.50.0
Tokenizer ClassPreTrainedTokenizer
Padding Token<|finetune_right_pad_id|>
Vocabulary Size128256
Torch Data Typebfloat16

Best Alternatives to Hamanasu Magnum 4B

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Context / RAM
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Hamanasu 4B Instruct KTO V2128K / 9 GB1971
Aura 4B128K / 9 GB610
Hamanasu 4B Chat Brainrot128K / 9 GB352
Hamanasu Adventure 4B128K / 9.1 GB291
Hamanasu 4B Instruct KTO V1128K / 9 GB151
Hamanasu 4B Instruct128K / 9 GB131
4B Inst128K / 9 GB160
4B Inst128K / 9 GB60
Holland 4B V1128K / 9 GB182
Note: green Score (e.g. "73.2") means that the model is better than Delta-Vector/Hamanasu-Magnum-4B.

Rank the Hamanasu Magnum 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 v20241227