Meta Llama 3 70B Fp8 is an open-source language model by FriendliAI. Features: 70b LLM, VRAM: 72.7GB, Context: 8K, License: other, Instruction-Based, LLM Explorer Score: 0.13.
Instruction-tuned models are optimized for dialogue.
Limitations:
Use in languages other than English., Use in prohibited ways by the Acceptable Use Policy and Llama 3 Community License., Models trained on specific datasets; may produce inaccurate or biased outputs.
Considerations:
Developers may fine-tune for languages beyond English per the Community License and Policy.
Additional Notes
Enhanced inference efficiency by quantizing to FP8.
Training Details
Data Sources:
A new mix of publicly available online data
Data Volume:
15T+ tokens
Methodology:
fine-tuning with supervised fine-tuning (SFT) and reinforcement learning from human feedback (RLHF)
Context Length:
8000
Hardware Used:
Meta's Research SuperCluster, H100-80GB GPUs
Model Architecture:
Auto-regressive language model with optimized transformer architecture
Safety Evaluation
Methodologies:
adversarial evaluations, red-teaming exercises
Findings:
residual risks expected, emphasis on mitigations for over-refusing prompts
Risk Categories:
CBRNE threats, Cyber security, Child safety
Responsible Ai Considerations
Mitigation Strategies:
Implemented series of safety tools such as Meta Llama Guard 2 and Code Shield
Input Output
Input Format:
text
Accepted Modalities:
text
Output Format:
text, code
Release Notes
Version:
3
Date:
April 18, 2024
Notes:
Meta developed and released the Meta Llama 3 family of large language models (LLMs).
Note: green Score (e.g. "73.2") means that the model is better than FriendliAI/Meta-Llama-3-70B-fp8.
Rank the Meta Llama 3 70B Fp8 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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