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Llama3 German 8B 32K by DiscoResearch

 »  All LLMs  »  DiscoResearch  »  Llama3 German 8B 32K   URL Share it on

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  Arxiv:2404.10830   Autotrain compatible   De   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/DiscoResearch/Llama3-German-8B-32k 

Llama3 German 8B 32K Benchmarks

LLME Score: 0.20842
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama3 German 8B 32K (DiscoResearch/Llama3-German-8B-32k)

Llama3 German 8B 32K Parameters and Internals

Model Type 
text generation, language model
Use Cases 
Areas:
research, commercial applications
Primary Use Cases:
German language tasks
Additional Notes 
Has a long-context version capable of handling up to 32k context length and an instruction-tuned variant.
Supported Languages 
German (high), English (moderate)
Training Details 
Data Sources:
occiglot-fineweb-0.5, LLM-Datasets, Common-Crawl
Data Volume:
65 billion German tokens
Methodology:
Continuous pretraining with intelligent document packing
Context Length:
8192
Training Time:
~60 hours
Hardware Used:
128 GPUs at Hessian.AI 42 Supercomputer
Model Architecture:
Improved on Llama3 architecture
Input Output 
Input Format:
Tokenized text
Accepted Modalities:
text
Output Format:
Generated text
Performance Tips:
Consider fine-tuning for specific use cases.
LLM NameLlama3 German 8B 32K
Repository 🤗https://huggingface.co/DiscoResearch/Llama3-German-8B-32k 
Model Size8b
Required VRAM16.1 GB
Updated2024-12-23
MaintainerDiscoResearch
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 Languagesde
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length65536
Model Max Length65536
Transformers Version4.40.2
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16

Quantized Models of the Llama3 German 8B 32K

Model
Likes
Downloads
VRAM
Llama3 German 8B 32K GPTQ055 GB

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Note: green Score (e.g. "73.2") means that the model is better than DiscoResearch/Llama3-German-8B-32k.

Rank the Llama3 German 8B 32K 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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Release v20241217
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