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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: 0.20218
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
Updated2025-02-05
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
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VRAM
Llama3 German 8B 32K GPTQ0105 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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