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Llama 3.2 3B Instruct by meta-llama

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Model Card on HF 🤗: https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct 

Llama 3.2 3B Instruct Benchmarks

MMLU Pro: 24.39
GPQA: 3.8
MUSR: 1.37
BBH: 24.06
IFEval: 73.93 vs 88 (so35)-16%
MATH Lvl 5: 17.67
LLME Score: 0.4668
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3.2 3B Instruct (meta-llama/Llama-3.2-3B-Instruct)
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Llama 3.2 3B Instruct Parameters and Internals

Model Type 
text-generation
Use Cases 
Applications:
multilingual dialogue, knowledge retrieval, summarization, AI powered writing assistants, query and prompt rewriting
Limitations:
Use in any manner that violates applicable laws or regulations
Supported Languages 
English (officially supported), German (officially supported), French (officially supported), Italian (officially supported), Portuguese (officially supported), Hindi (officially supported), Spanish (officially supported), Thai (officially supported)
Training Details 
Data Sources:
publicly available online data
Data Volume:
up to 9 trillion tokens
Methodology:
Supervised Fine-Tuning (SFT), Rejection Sampling (RS), and Direct Preference Optimization (DPO)
Context Length:
128000
Hardware Used:
H100-80GB GPUs (TDP of 700W)
Model Architecture:
Auto-regressive transformer with Grouped-Query Attention (GQA)
Input Output 
Accepted Modalities:
Multilingual Text
Output Format:
Multilingual Text and code
LLM NameLlama 3.2 3B Instruct
Repository 🤗https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct 
Model Size3b
Required VRAM6.5 GB
Updated2025-09-23
Maintainermeta-llama
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   1.5 GB: 2-of-2
Supported Languagesen de fr it pt hi es th
Model ArchitectureLlamaForCausalLM
Licensellama3.2
Context Length131072
Model Max Length131072
Transformers Version4.45.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16

Quantized Models of the Llama 3.2 3B Instruct

Model
Likes
Downloads
VRAM
...2 3B Instruct Unsloth Bnb 4bit101155842 GB
Llama 3.2 3B Unsloth Bnb 4bit2300382 GB
Llama 3.2 3B Instruct GGUF13927290 GB
Gladiator Mini Exp 1211 3B096 GB
Orca Mini V9 0 3B Instruct556 GB
Leyes Ecuador 20250825 2000510926 GB
...ator Mini Exp 1222 3B Instruct066 GB
...r Mini Exp 1221 3B Instruct V2056 GB
...ator Mini Exp 1221 3B Instruct056 GB
Llama 3.2 MEDIT 3B O112407 GB

Best Alternatives to Llama 3.2 3B Instruct

Best Alternatives
Context / RAM
Downloads
Likes
DeepSeek R1 Distill Llama 3B128K / 6.5 GB133116
FuseChat Llama 3.2 3B Instruct128K / 6.5 GB14817
Llama 3.2 3B Instruct128K / 6.5 GB42213275
Llama 3.2 3B RP Toxic Fuse128K / 6.4 GB42
Zeitgeist 3B V1128K / 6.5 GB1055
... 3.2 3B Math Instruct RE1 ORPO128K / 6.5 GB480
ReasoningCore 3B T1 1128K / 6.5 GB51
Llama 3.2 3B ToxicKod128K / 6.4 GB32
Orca Mini V9 5 3B Instruct128K / 6.5 GB66
Orca Mini V9 6 3B Instruct128K / 6.5 GB64

Rank the Llama 3.2 3B Instruct Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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