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Llama3 12B by KingNish

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  Merged Model Abhishek/autotrain-llama3-orpo...   Autotrain compatible Base model:abhishek/autotrain-... Base model:finetune:abhishek/a...   Conversational   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/KingNish/Llama3-12b 

Llama3 12B Benchmarks

ARC: 57.51 vs 96.7 (so35)-40.5%
HellaSwag: 75.87 vs 95.3 (gpt4)-20.4%
MMLU: 66.47 vs 88.3 (so35)-24.7%
TruthfulQA: 51.48 vs 59 (gpt4)-12.7%
WinoGrande: 74.51 vs 87.5 (gpt4)-14.8%
GSM8K: 33.06 vs 96.4 (so35)-65.7%
LLME Score: 0.20646
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama3 12B (KingNish/Llama3-12b)

Llama3 12B Parameters and Internals

Model Type 
text-generation
Additional Notes 
Model is a merge of abhishek/autotrain-llama3-orpo-v2 using LazyMergekit.
LLM NameLlama3 12B
Repository 🤗https://huggingface.co/KingNish/Llama3-12b 
Base Model(s)  Autotrain Llama3 Orpo V2   Autotrain Llama3 Orpo V2   abhishek/autotrain-llama3-orpo-v2   abhishek/autotrain-llama3-orpo-v2
Merged ModelYes
Model Size12b
Required VRAM23.1 GB
Updated2024-12-10
MaintainerKingNish
Model Typellama
Model Files  1.1 GB: 1-of-13   1.9 GB: 2-of-13   2.0 GB: 3-of-13   2.0 GB: 4-of-13   2.0 GB: 5-of-13   1.9 GB: 6-of-13   1.9 GB: 7-of-13   2.0 GB: 8-of-13   1.9 GB: 9-of-13   2.0 GB: 10-of-13   1.9 GB: 11-of-13   2.0 GB: 12-of-13   0.5 GB: 13-of-13
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.40.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<pad>
Vocabulary Size128264
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than KingNish/Llama3-12b.

Rank the Llama3 12B 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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