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Mistral Small 24B Instruct 2501 GGUF by unsloth

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Mistral Small 24B Instruct 2501 GGUF is an open-source language model by unsloth. Features: 24b LLM, VRAM: 8.9GB, Context: 32K, License: apache-2.0, Quantized, Instruction-Based, LLM Explorer Score: 0.22.

Base model:mistralai/mistral-s... Base model:quantized:mistralai...   Conversational   En   Endpoints compatible   Gguf   Instruct   Mistral   Mistral-instruct   Q2   Quantized   Region:us   Unsloth
Model Card on HF 🤗: https://huggingface.co/unsloth/Mistral-Small-24B-Instruct-2501-GGUF 

Mistral Small 24B Instruct 2501 GGUF Benchmarks

LLME Score: 0.22064
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mistral Small 24B Instruct 2501 GGUF (unsloth/Mistral-Small-24B-Instruct-2501-GGUF)
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Mistral Small 24B Instruct 2501 GGUF Parameters and Internals

LLM NameMistral Small 24B Instruct 2501 GGUF
Repository 🤗https://huggingface.co/unsloth/Mistral-Small-24B-Instruct-2501-GGUF 
Base Model(s)  ...istral Small 24B Instruct 2501   mistralai/Mistral-Small-24B-Instruct-2501
Model Size24b
Required VRAM8.9 GB
Updated2026-05-12
Maintainerunsloth
Model Typemistral
Instruction-BasedYes
Model Files  8.9 GB   9.1 GB   11.5 GB   14.3 GB   16.8 GB   19.3 GB   47.2 GB   25.1 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf|q2|q4_k
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.48.2
Vocabulary Size131072
Torch Data Typebfloat16

Best Alternatives to Mistral Small 24B Instruct 2501 GGUF

Best Alternatives
Context / RAM
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Likes
...nstruct 2506 Text Only Heretic128K / 47.3 GB2470
...uau Devstral 24B Instruct V0.1128K / 47.3 GB1904
...al Small 2507 Unsloth Bnb 4bit128K / 15 GB2115
...al Small 2506 Unsloth Bnb 4bit40K / 15 GB374
Not So Small Alpaca 24B32K / 47.3 GB140
Napoleon 24B V0.032K / 47.3 GB50
...Instruct 2501 Unsloth Bnb 4bit32K / 15 GB295519
...all 24B Instruct 2501 Bnb 4bit32K / 14.2 GB16133
...b With Nemotron Converted Vllm32K / 47.3 GB380
...24B Base 2501 Unsloth Bnb 4bit32K / 15.7 GB2333
Note: green Score (e.g. "73.2") means that the model is better than unsloth/Mistral-Small-24B-Instruct-2501-GGUF.

Rank the Mistral Small 24B Instruct 2501 GGUF 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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