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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: 0.33407
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
Updated2025-02-05
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 V211302 GB
Llama32 1B En Emo V101391 GB
FineTome Llama3.2 3B 10021106 GB
...2 3B Instruct En Hi Merge 200K01776 GB
...Llama 3.2 3B Instruct Bnb 4bit11116 GB
Llama3.20757 GB
Llama 3.2 Nemotron 3B Instruct1766 GB
...ma3.2 3B SFT Medqa Triples Cot0406 GB
...3.2 3B SFT Medmcqa Triples Cot0316 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 GB282153
Llama 3.2 3B Instruct 4bit128K / 1.8 GB90201327
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
Llama 3.2 3B Overthinker128K / 6.5 GB12019
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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