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Llama 3.2 3B Instruct Bnb 4bit by unsloth

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

Llama 3.2 3B Instruct Bnb 4bit Benchmarks

LLME Score: 0.2952
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 Bnb 4bit (unsloth/Llama-3.2-3B-Instruct-bnb-4bit)

Llama 3.2 3B Instruct Bnb 4bit Parameters and Internals

Model Type 
text generation
Additional Notes 
Future versions may be released that improve model capabilities and safety.
Supported Languages 
en (high), de (high), fr (high), it (high), pt (high), hi (high), es (high), th (high)
Training Details 
Methodology:
The tuned versions use supervised fine-tuning (SFT) and reinforcement learning with human feedback (RLHF) to align with human preferences for helpfulness and safety.
Model Architecture:
Llama 3.2 is an auto-regressive language model that uses an optimized transformer architecture.
Input Output 
Input Format:
text in
Output Format:
text out
LLM NameLlama 3.2 3B Instruct Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/Llama-3.2-3B-Instruct-bnb-4bit 
Base Model(s)  meta-llama/Llama-3.2-3B-Instruct   meta-llama/Llama-3.2-3B-Instruct
Model Size3b
Required VRAM2.2 GB
Updated2025-03-12
Maintainerunsloth
Model Typellama
Instruction-BasedYes
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 Instruct Bnb 4bit

Model
Likes
Downloads
VRAM
Llama32 3B En Emo V30672 GB
Llama32 3B En Emo V21782 GB
Llama32 1B En Emo V101631 GB
FineTome Llama3.2 3B 10021406 GB
...2 3B Instruct En Hi Merge 200K0346 GB
...Llama 3.2 3B Instruct Bnb 4bit1346 GB
Llama3.20137 GB
Llama 3.2 Nemotron 3B Instruct1256 GB
...ma3.2 3B SFT Medqa Triples Cot0166 GB
...3.2 3B SFT Medmcqa Triples Cot0106 GB

Best Alternatives to Llama 3.2 3B Instruct Bnb 4bit

Best Alternatives
Context / RAM
Downloads
Likes
...2 3B Instruct Unsloth Bnb 4bit128K / 2.4 GB2653186
Llama32 3B En Emo 2000 Stp128K / 2.2 GB420
Llama32 3B En Emo 300 Stp128K / 2.2 GB300
ReasoningCore 3B 0128K / 6.5 GB2152
Llama32 3B En Emo 1000 Stp128K / 2.2 GB130
...ngCore 3B Instruct R01 Reflect128K / 6.5 GB281
Llama32 3B En Emo 5000 Stp128K / 2.2 GB130
Security Llama3.2 3B128K / 6.5 GB580
Llama 3.2 3B Unsloth Bnb 4bit128K / 2.4 GB266342
Llama32 3B En Emo V3128K / 2.2 GB670
Note: green Score (e.g. "73.2") means that the model is better than unsloth/Llama-3.2-3B-Instruct-bnb-4bit.

Rank the Llama 3.2 3B Instruct 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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