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Llama3 DiscoLeo Instruct 8B V0.1 4bit AWQ by DiscoResearch

 »  All LLMs  »  DiscoResearch  »  Llama3 DiscoLeo Instruct 8B V0.1 4bit AWQ   URL Share it on

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Model Card on HF 🤗: https://huggingface.co/DiscoResearch/Llama3-DiscoLeo-Instruct-8B-v0.1-4bit-awq 

Llama3 DiscoLeo Instruct 8B V0.1 4bit AWQ Benchmarks

LLME Score: 0.19118
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama3 DiscoLeo Instruct 8B V0.1 4bit AWQ (DiscoResearch/Llama3-DiscoLeo-Instruct-8B-v0.1-4bit-awq)

Llama3 DiscoLeo Instruct 8B V0.1 4bit AWQ Parameters and Internals

Model Type 
instruction tuned, language model
Use Cases 
Areas:
Research, Commercial applications
Applications:
Natural Language Processing, Translation, Conversational AI
Primary Use Cases:
German instruction following, Text generation
Limitations:
Primarily focuses on German language
Considerations:
Ensure prompt content is suitable for model's capabilities and context.
Additional Notes 
The model utilizes a 4-bit quantization with customized Spanish and German calibration dataset.
Supported Languages 
german (High), english (High)
Training Details 
Data Sources:
DiscoResearch Llama3-German-8B, Meta Llama3-8B, DiscoResearch German Instruction dataset
Data Volume:
65 billion tokens
Methodology:
Instruction tuning
Context Length:
8192
Hardware Used:
hessian.AI 42 supercomputer
Model Architecture:
Customized LLaMA architecture
Input Output 
Input Format:
Chat template formatted prompts
Accepted Modalities:
text
Output Format:
Text responses to prompts
Performance Tips:
Optimize prompts to focus on instruction-based tasks.
LLM NameLlama3 DiscoLeo Instruct 8B V0.1 4bit AWQ
Repository 🤗https://huggingface.co/DiscoResearch/Llama3-DiscoLeo-Instruct-8B-v0.1-4bit-awq 
Base Model(s)  DiscoResearch/Llama3-DiscoLeo-Instruct-8B-v0.1   DiscoResearch/Llama3-DiscoLeo-Instruct-8B-v0.1
Model Size8b
Required VRAM5.8 GB
Updated2025-02-22
MaintainerDiscoResearch
Model Typellama
Instruction-BasedYes
Model Files  4.7 GB: 1-of-2   1.1 GB: 2-of-2
Supported Languagesde en
AWQ QuantizationYes
Quantization Typeawq|4bit
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.40.2
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 DiscoResearch/Llama3-DiscoLeo-Instruct-8B-v0.1-4bit-awq.

Rank the Llama3 DiscoLeo Instruct 8B V0.1 4bit AWQ 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 v20241227
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