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Meta Llama 3 12B Instruct by mlabonne

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  Merged Model   Autotrain compatible Base model:finetune:nousresear... Base model:nousresearch/meta-l...   Conversational   Endpoints compatible   Instruct   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mlabonne/Meta-Llama-3-12B-Instruct 

Meta Llama 3 12B Instruct Benchmarks

ARC: 58.45 vs 96.7 (so35)-39.6%
HellaSwag: 78.87 vs 95.3 (gpt4)-17.2%
MMLU: 66.72 vs 88.3 (so35)-24.4%
TruthfulQA: 52.54 vs 59 (gpt4)-10.9%
WinoGrande: 71.98 vs 87.5 (gpt4)-17.7%
GSM8K: 52.46 vs 96.4 (so35)-45.6%
LLME Score: 0.20301
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Meta Llama 3 12B Instruct (mlabonne/Meta-Llama-3-12B-Instruct)

Meta Llama 3 12B Instruct Parameters and Internals

Model Type 
text-generation
Training Details 
Methodology:
LazyMergekit to merge layers from source models
Input Output 
Accepted Modalities:
text
Output Format:
Generated text
LLM NameMeta Llama 3 12B Instruct
Repository 🤗https://huggingface.co/mlabonne/Meta-Llama-3-12B-Instruct 
Base Model(s)  Meta Llama 3 8B Instruct   Meta Llama 3 8B Instruct   Meta Llama 3 8B Instruct   Meta Llama 3 8B Instruct   Meta Llama 3 8B Instruct   NousResearch/Meta-Llama-3-8B-Instruct   NousResearch/Meta-Llama-3-8B-Instruct   NousResearch/Meta-Llama-3-8B-Instruct   NousResearch/Meta-Llama-3-8B-Instruct   NousResearch/Meta-Llama-3-8B-Instruct
Merged ModelYes
Model Size8b
Required VRAM23.1 GB
Updated2025-02-22
Maintainermlabonne
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-5   4.9 GB: 2-of-5   5.0 GB: 3-of-5   5.0 GB: 4-of-5   3.2 GB: 5-of-5
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length8192
Model Max Length8192
Transformers Version4.40.2
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16

Quantized Models of the Meta Llama 3 12B Instruct

Model
Likes
Downloads
VRAM
Meta Llama 3 12B Instruct AWQ0837 GB

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Note: green Score (e.g. "73.2") means that the model is better than mlabonne/Meta-Llama-3-12B-Instruct.

Rank the Meta Llama 3 12B 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 v20241227
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