Meta Llama 3 70B by meta-llama

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Meta Llama 3 70B Benchmarks

Meta Llama 3 70B Parameters and Internals

Model Type
pre-trained, instruction-tuned, large language model, text generation
Use Cases
Areas:
research, commercial
Applications:
assistant-like chat, natural language generation
Primary Use Cases:
dialogue
Limitations:
English-only currently supported, not tested in all languages
Considerations:Developers allowed to fine-tune for other languages but must comply with licensing conditions.
Supported Languages
English (high proficiency)
Training Details
Data Sources:
publicly available online data
Data Volume:15 trillion tokens
Methodology:supervised fine-tuning, reinforcement learning with human feedback
Context Length:8000
Hardware Used:
H100-80GB GPUs
Model Architecture:optimized transformer architecture
Safety Evaluation
Methodologies:
red-teaming, adversarial evaluations
Findings:
reduced false refusals compared to Llama 2
Risk Categories:
disinformation, security, child safety
Ethical Considerations:Developers advised to perform safety testing and use additional safety tools.
Responsible Ai Considerations
Fairness:Unspecified
Transparency:Updates with responsible use guides
Accountability:Developers responsible for deployment safety
Mitigation Strategies:Implemented safety mitigation techniques
Input Output
Input Format:text
Accepted Modalities:
text
Output Format:text, code
Release Notes
Date:April 18, 2024
Notes:Meta Llama 3 final release with benchmarks and community guidelines.
LLM NameMeta Llama 3 70B
Repository ๐Ÿค—https://huggingface.co/meta-llama/Meta-Llama-3-70B 
Model Size70b
Required VRAM141.9 GB
Updated2024-11-09
Maintainermeta-llama
Model Typellama
Model Files  4.6 GB: 1-of-30   4.7 GB: 2-of-30   5.0 GB: 3-of-30   5.0 GB: 4-of-30   4.7 GB: 5-of-30   4.7 GB: 6-of-30   4.7 GB: 7-of-30   5.0 GB: 8-of-30   5.0 GB: 9-of-30   4.7 GB: 10-of-30   4.7 GB: 11-of-30   4.7 GB: 12-of-30   5.0 GB: 13-of-30   5.0 GB: 14-of-30   4.7 GB: 15-of-30   4.7 GB: 16-of-30   4.7 GB: 17-of-30   5.0 GB: 18-of-30   5.0 GB: 19-of-30   4.7 GB: 20-of-30   4.7 GB: 21-of-30   4.7 GB: 22-of-30   5.0 GB: 23-of-30   5.0 GB: 24-of-30   4.7 GB: 25-of-30   4.7 GB: 26-of-30   4.7 GB: 27-of-30   5.0 GB: 28-of-30   5.0 GB: 29-of-30   2.1 GB: 30-of-30
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.40.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16
Meta Llama 3 70B (meta-llama/Meta-Llama-3-70B)

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VRAM
... 2.9.1 Llama 3 70B 6.0bpw EXL23854 GB

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Note: green Score (e.g. "73.2") means that the model is better than meta-llama/Meta-Llama-3-70B.

Rank the Meta Llama 3 70B 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241110