Leo Hessianai 7B Chat is an open-source language model by LeoLM. Features: 7b LLM, VRAM: 13.5GB, Context: 8K, Instruction-Based, LLM Explorer Score: 0.13, Arc: 52.6, HellaSwag: 77.6, MMLU: 45.6, GSM8K: 5.2.
Leo Hessianai 7B Chat Parameters and Internals
Model Type Causal decoder-only transformer language model, Text generation
Use Cases
Areas: German open-source and commercial LLM research
Applications: Text generation, Writing, Explanation and discussion
Primary Use Cases: Limitations: Considerations: Developers should perform safety testing and tuning tailored to their specific applications.
Additional Notes Built on Llama-2, LeoLM aims to accelerate German open-source and commercial LLM research.
Supported Languages English (High), German (High)
Training Details
Data Sources: LeoLM/OpenSchnabeltier, OpenAssistant/OASST-DE, FreedomIntelligence/alpaca-gpt4-deutsch, FreedomIntelligence/evol-instruct-deutsch, LeoLM/German_Poems, LeoLM/German_Songs
Data Volume: Methodology: Finetuned on a selection of German instruction datasets
Context Length: Hardware Used: HessianAI supercomputer 42
Model Architecture:
Input Output
Input Format: Accepted Modalities: Output Format: Performance Tips: Use flash-attention2 for faster inference.
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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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