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Llama 3.2 3B Bnb 4bit by unsloth

 »  All LLMs  »  unsloth  »  Llama 3.2 3B Bnb 4bit   URL Share it on

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Model Card on HF 🤗: https://huggingface.co/unsloth/Llama-3.2-3B-bnb-4bit 

Llama 3.2 3B Bnb 4bit Benchmarks

LLME Score: 0.3017
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 Bnb 4bit (unsloth/Llama-3.2-3B-bnb-4bit)

Llama 3.2 3B Bnb 4bit Parameters and Internals

Model Type 
Generative Model, Autoregressive Language Model, Transformer Architecture
Use Cases 
Areas:
Multilingual dialogue, Agentic retrieval, Summarization tasks
Primary Use Cases:
Multilingual dialogue, Agentic retrieval, Summarization
Considerations:
Ensure languages beyond officially supported ones are used safely and responsibly.
Supported Languages 
English (official), German (official), French (official), Italian (official), Portuguese (official), Hindi (official), Spanish (official), Thai (official)
Training Details 
Methodology:
Optimized transformer architecture, supervised fine-tuning (SFT), reinforcement learning with human feedback (RLHF)
Model Architecture:
Autoregressive language model
LLM NameLlama 3.2 3B Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/Llama-3.2-3B-bnb-4bit 
Base Model(s)  meta-llama/Llama-3.2-3B   meta-llama/Llama-3.2-3B
Model Size3b
Required VRAM2.2 GB
Updated2025-02-05
Maintainerunsloth
Model Typellama
Model Files  2.2 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licensellama3.2
Context Length131072
Model Max Length131072
Transformers Version4.45.0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|finetune_right_pad_id|>
Vocabulary Size128256
Torch Data Typebfloat16

Quantized Models of the Llama 3.2 3B Bnb 4bit

Model
Likes
Downloads
VRAM
Llama 3.2 SARA 3B067 GB

Best Alternatives to Llama 3.2 3B Bnb 4bit

Best Alternatives
Context / RAM
Downloads
Likes
...2 3B Instruct Unsloth Bnb 4bit128K / 2.4 GB282153
Llama 3.2 3B Instruct 4bit128K / 1.8 GB90201327
Llama 3.2 3B Instruct Bnb 4bit128K / 2.2 GB26199217
Orca Mini V9 0 3B Instruct128K / 6.5 GB1315
Llama32 3B En Emo V2128K / 2.2 GB1301
Gladiator Mini Exp 1211 3B128K / 6.5 GB50
Komodo Llama 3.2 3B V2 Fp16128K / 6.5 GB755
...ator Mini Exp 1222 3B Instruct128K / 6.5 GB60
...r Mini Exp 1221 3B Instruct V2128K / 6.5 GB50
...ator Mini Exp 1221 3B Instruct128K / 6.5 GB60
Note: green Score (e.g. "73.2") means that the model is better than unsloth/Llama-3.2-3B-bnb-4bit.

Rank the Llama 3.2 3B Bnb 4bit 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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