Llama3 German 8B is an open-source language model by DiscoResearch. Features: 8b LLM, VRAM: 16.1GB, Context: 8K, License: llama3, LLM Explorer Score: 0.14.
The model was jointly developed by DiscoResearch and Occiglot with support from DFKI and hessian.Ai. Document packing strategy improved training efficiency.
Supported Languages
German (High Proficiency)
Training Details
Data Sources:
occiglot-fineweb-0.5, LLM-Datasets, Common-Crawl
Data Volume:
65B German tokens
Methodology:
Continuous pretraining with document packing strategy.
Context Length:
8192
Training Time:
~60 hours
Hardware Used:
128 GPUs on hessian.Ai 42
Model Architecture:
Based on Meta's Llama3-8B
Input Output
Input Format:
Prompts should be structured for language generation tasks.
Accepted Modalities:
text
Output Format:
Textual output
Release Notes
Version:
v0.1
Notes:
Llama3-German-8B-v0.1 is released for German language tasks.
Note: green Score (e.g. "73.2") means that the model is better than DiscoResearch/Llama3-German-8B.
Rank the Llama3 German 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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