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Qwen2 72B Instruct FP8 by neuralmagic

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  Autotrain compatible   Conversational   Endpoints compatible   Fp8   Instruct   Qwen2   Region:us   Safetensors   Sharded   Tensorflow   Vllm
Model Card on HF 🤗: https://huggingface.co/neuralmagic/Qwen2-72B-Instruct-FP8 

Qwen2 72B Instruct FP8 Benchmarks

LLME Score: 0.21528
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen2 72B Instruct FP8 (neuralmagic/Qwen2-72B-Instruct-FP8)

Qwen2 72B Instruct FP8 Parameters and Internals

Model Type 
Assistant-like chat model
Use Cases 
Areas:
Commercial and Research Use
Applications:
Assistant-like chat
Primary Use Cases:
Assistant-like chat
Limitations:
Use in languages other than English, Use in any manner that violates applicable laws or regulations (including trade compliance laws)
Additional Notes 
This model has been optimized using FP8 quantization, reducing memory requirements while maintaining performance. The quantization method was achieved using AutoFP8 and calibration samples from ultrachat.
Supported Languages 
English (Intended for commercial and research use)
Input Output 
Input Format:
Text
Accepted Modalities:
Text
Output Format:
Text
Release Notes 
Version:
1.0
Date:
6/8/2024
Notes:
Model quantized to FP8 for improved efficiency with vLLM.
LLM NameQwen2 72B Instruct FP8
Repository 🤗https://huggingface.co/neuralmagic/Qwen2-72B-Instruct-FP8 
Model Size72b
Required VRAM75.5 GB
Updated2025-01-22
Maintainerneuralmagic
Model Typeqwen2
Instruction-BasedYes
Model Files  4.9 GB: 1-of-16   4.8 GB: 2-of-16   4.9 GB: 3-of-16   4.8 GB: 4-of-16   4.9 GB: 5-of-16   4.8 GB: 6-of-16   4.9 GB: 7-of-16   4.8 GB: 8-of-16   4.9 GB: 9-of-16   4.8 GB: 10-of-16   4.9 GB: 11-of-16   4.8 GB: 12-of-16   4.9 GB: 13-of-16   4.8 GB: 14-of-16   4.9 GB: 15-of-16   2.7 GB: 16-of-16
Model ArchitectureQwen2ForCausalLM
Licenseother
Context Length32768
Model Max Length32768
Transformers Version4.41.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

Quantized Models of the Qwen2 72B Instruct FP8

Model
Likes
Downloads
VRAM
Qwen2 72B Instruct 8bit12077 GB

Best Alternatives to Qwen2 72B Instruct FP8

Best Alternatives
Context / RAM
Downloads
Likes
EVA Qwen2.5 72B V0.2128K / 146 GB168513
...n2.5 72B 2x Instruct TIES V1.0128K / 146.1 GB50
AceInstruct 72B128K / 146 GB2111
72B Qwen2.5 Kunou V1128K / 146 GB25619
EVA Qwen2.5 72B V0.1128K / 146 GB59414
EVA Qwen2.5 72B V0.0128K / 146 GB705
Qwen2.5 72B Instruct32K / 145.5 GB123042688
Athene V2 Chat32K / 146 GB5971264
Qwen2 72B Instruct32K / 145.5 GB36388697
Rombos LLM V2.5 Qwen 72B32K / 146.1 GB287933
Note: green Score (e.g. "73.2") means that the model is better than neuralmagic/Qwen2-72B-Instruct-FP8.

Rank the Qwen2 72B Instruct 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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