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Llama 3 13B Instruct by elinas

 »  All LLMs  »  elinas  »  Llama 3 13B Instruct   URL Share it on

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  Merged Model   Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/meta-lla...   Conversational   Endpoints compatible   Instruct   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/elinas/Llama-3-13B-Instruct 

Llama 3 13B Instruct Benchmarks

ARC: 58.11 vs 96.7 (so35)-39.9%
HellaSwag: 77.62 vs 95.3 (gpt4)-18.6%
MMLU: 65.25 vs 88.3 (so35)-26.1%
TruthfulQA: 49.85 vs 59 (gpt4)-15.5%
WinoGrande: 70.8 vs 87.5 (gpt4)-19.1%
GSM8K: 44.35 vs 96.4 (so35)-54%
LLME Score: 0.22969
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 13B Instruct (elinas/Llama-3-13B-Instruct)

Llama 3 13B Instruct Parameters and Internals

Model Type 
Language Model, Text Generation
Use Cases 
Areas:
Chat, Storywriting
Limitations:
Occasional grammatical quirks, Logical ability deteriorated
Additional Notes 
Merge of pre-trained language models using mergekit.
Training Details 
Methodology:
Merge using passthrough method
Input Output 
Performance Tips:
Use no repetition penalty or < 1.05.
LLM NameLlama 3 13B Instruct
Repository 🤗https://huggingface.co/elinas/Llama-3-13B-Instruct 
Base Model(s)  Meta Llama 3 8B Instruct   meta-llama/Meta-Llama-3-8B-Instruct
Merged ModelYes
Model Size8b
Required VRAM26.1 GB
Updated2024-12-22
Maintainerelinas
Model Typellama
Instruction-BasedYes
Model Files  9.9 GB: 1-of-3   10.0 GB: 2-of-3   6.2 GB: 3-of-3
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.37.1
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than elinas/Llama-3-13B-Instruct.

Rank the Llama 3 13B 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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