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Meta Llama 3 8B Instruct FP8 by neuralmagic

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Model Card on HF 🤗: https://huggingface.co/neuralmagic/Meta-Llama-3-8B-Instruct-FP8 

Meta Llama 3 8B Instruct FP8 Benchmarks

LLME Score: 0.25316
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Meta Llama 3 8B Instruct FP8 (neuralmagic/Meta-Llama-3-8B-Instruct-FP8)

Meta Llama 3 8B Instruct FP8 Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
commercial, research
Primary Use Cases:
assistant-like chat
Limitations:
Use in languages other than English., Use in any manner that violates applicable laws or regulations.
Additional Notes 
This model is optimized using weight and activation quantization, reducing disk size and memory requirements.
Supported Languages 
en (primary)
Input Output 
Input Format:
Text
Accepted Modalities:
text
Output Format:
Text
Release Notes 
Version:
1.0
Date:
6/8/2024
Notes:
Quantized version of the Meta-Llama-3-8B-Instruct model to FP8 data type for optimized deployment.
LLM NameMeta Llama 3 8B Instruct FP8
Repository 🤗https://huggingface.co/neuralmagic/Meta-Llama-3-8B-Instruct-FP8 
Model Size8b
Required VRAM9.1 GB
Updated2024-12-26
Maintainerneuralmagic
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   4.1 GB: 2-of-2
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.40.0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typebfloat16

Quantized Models of the Meta Llama 3 8B Instruct FP8

Model
Likes
Downloads
VRAM
...Llama 3 8B Instruct GPTQ 8 Bit0139 GB
...a Llama 3 8B Instruct Bnb 8bit1549 GB
... Llama 3 8B Instruct GPTQ Int82319 GB

Best Alternatives to Meta Llama 3 8B Instruct FP8

Best Alternatives
Context / RAM
Downloads
Likes
...a 3 8B Instruct Gradient 1048K1024K / 16.1 GB4387678
MrRoboto ProLong 8B V4b1024K / 16.1 GB1070
MrRoboto ProLong 8B V4c1024K / 16.1 GB860
MrRoboto ProLong 8B V1a1024K / 16.1 GB1080
...o ProLongBASE Pt6 Unaligned 8B1024K / 16.1 GB680
MrRoboto ProLong 8B V2a1024K / 16.1 GB1020
MrRoboto ProLong 8B V2f1024K / 16.1 GB770
...o ProLongBASE Pt2 Unaligned 8B1024K / 16.1 GB540
MrRoboto ProLong 8B V4f1024K / 16.1 GB450
8B Unaligned BASE V2b1024K / 16.1 GB960
Note: green Score (e.g. "73.2") means that the model is better than neuralmagic/Meta-Llama-3-8B-Instruct-FP8.

Rank the Meta Llama 3 8B Instruct FP8 Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v20241217
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