Magistral Small 2506 Unsloth Bnb 4bit by unsloth

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Magistral Small 2506 Unsloth Bnb 4bit is an open-source language model by unsloth. Features: 24b LLM, VRAM: 15GB, Context: 40K, License: apache-2.0, Quantized, Instruction-Based, LLM Explorer Score: 0.2.

  4-bit   4bit   Ar Base model:mistralai/magistral... Base model:quantized:mistralai...   Bitsandbytes   Bn   Conversational   De   En   Es   Fa   Fr   Hi   Id   Instruct   It   Ja   Ko   Mistral   Ms   Ne   Pl   Pt   Quantized   Region:us   Ro   Ru   Safetensors   Sharded   Sr   Sv   Tensorflow   Tr   Uk   Unsloth   Vi   Zh

Magistral Small 2506 Unsloth Bnb 4bit Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Magistral Small 2506 Unsloth Bnb 4bit (unsloth/Magistral-Small-2506-unsloth-bnb-4bit)
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Magistral Small 2506 Unsloth Bnb 4bit Parameters and Internals

LLM NameMagistral Small 2506 Unsloth Bnb 4bit
Repository ๐Ÿค—https://huggingface.co/unsloth/Magistral-Small-2506-unsloth-bnb-4bit 
Base Model(s)  Magistral Small 2506   mistralai/Mistral-Small-3.1-24B-Instruct-2503   mistralai/Magistral-Small-2506   mistralai/Mistral-Small-3.1-24B-Instruct-2503
Model Size24b
Required VRAM15 GB
Updated2026-03-30
Maintainerunsloth
Model Typemistral
Instruction-BasedYes
Model Files  5.0 GB: 1-of-3   5.0 GB: 2-of-3   5.0 GB: 3-of-3
Supported Languagesen fr de es pt it ja ko ru zh ar fa id ms ne pl ro sr sv tr uk vi hi bn
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length40960
Model Max Length40960
Transformers Version4.52.4
Tokenizer ClassLlamaTokenizerFast
Padding Token<pad>
Vocabulary Size131072
Torch Data Typebfloat16

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...24B Base 2501 Unsloth Bnb 4bit32K / 15.7 GB10223
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...b With Nemotron Converted Vllm32K / 47.3 GB380
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...ral Small 24B New Params 16bit32K / 47.3 GB50
...ral Nemo Instruct 24B Merge V11000K / 24.6 GB90
Note: green Score (e.g. "73.2") means that the model is better than unsloth/Magistral-Small-2506-unsloth-bnb-4bit.

Rank the Magistral Small 2506 Unsloth Bnb 4bit 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 v20260328a