Llama 3 8B by AI-Sweden-Models

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  Arxiv:2303.17183   Ai-sweden   Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/meta-lla...   Da   Endpoints compatible   Llama   Llama-3   No   Pytorch   Region:us   Safetensors   Sharded   Sv   Tensorflow

Llama 3 8B Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 8B (AI-Sweden-Models/Llama-3-8B)

Llama 3 8B Parameters and Internals

Model Type 
text_generation
Use Cases 
Primary Use Cases:
General text generation
Supported Languages 
sv (high), da (high), no (high)
Training Details 
Data Sources:
The Nordic Pile (Swedish, Norwegian, Danish)
Data Volume:
227,105,079,296 tokens
Methodology:
full finetune
Context Length:
8192
Training Time:
30 days
Hardware Used:
92 Nvidia A100 GPUs (23 nodes with 4 GPUs each)
Input Output 
Input Format:
text
Accepted Modalities:
text
Output Format:
generated text
Release Notes 
Version:
1 epoch
Date:
2024-06-15
Notes:
Checkpoint at 18833
Version:
Checkpoint
Date:
2024-06-11
Notes:
Checkpoint at 16000
Version:
Checkpoint
Date:
2024-06-07
Notes:
Checkpoint at 14375
Version:
Checkpoint
Date:
2024-06-03
Notes:
Checkpoint at 11525
Version:
Checkpoint
Date:
2024-05-29
Notes:
Checkpoint at 8200
Version:
Checkpoint
Date:
2024-05-26
Notes:
Checkpoint at 6550
Version:
Checkpoint
Date:
2024-05-24
Notes:
Checkpoint at 5325
Version:
Checkpoint
Date:
2024-05-22
Notes:
Checkpoint at 3900
Version:
Checkpoint
Date:
2024-05-20
Notes:
Checkpoint at 2700
Version:
Checkpoint
Date:
2024-05-13
Notes:
Checkpoint at 1500
LLM NameLlama 3 8B
Repository ๐Ÿค—https://huggingface.co/AI-Sweden-Models/Llama-3-8B 
Base Model(s)  Meta Llama 3 8B   meta-llama/Meta-Llama-3-8B
Model Size8b
Required VRAM16.1 GB
Updated2024-12-14
MaintainerAI-Sweden-Models
Model Typellama
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Supported Languagessv da no
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.40.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than AI-Sweden-Models/Llama-3-8B.

Rank the Llama 3 8B Capabilities

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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 v20241124