Qwen2 7B Instruct GPTQ Int8 by Qwen

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  Arxiv:2309.00071   8-bit   Autotrain compatible   Chat   Conversational   En   Endpoints compatible   Gptq   Instruct   License:apache-2.0   Quantized   Qwen2   Region:us   Safetensors   Sharded   Tensorflow

Rank the Qwen2 7B Instruct GPTQ Int8 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  
Qwen2 7B Instruct GPTQ Int8 (Qwen/Qwen2-7B-Instruct-GPTQ-Int8)

Quantized Models of the Qwen2 7B Instruct GPTQ Int8

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VRAM
Term Qwen2 7 Json Lora0280 GB

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Qwen2 7B Instruct GPTQ Int432K / 5.6 GB499712
Qwen2 7B Instruct 4bit32K / 4.3 GB1150
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Qwen2 7B Instruct Bnb 4bit32K / 5.5 GB73720
Qwen2 7B Instruct 4bit32K / 5.6 GB161
...en2 7B Instruct 4bit Quantized32K / 5.6 GB790
...Instruct Hotel Booking 4bit V232K / 5.6 GB560
Test Unsloth32K / 5.6 GB320
...7B Instruct Hotel Booking 4bit32K / 5.6 GB200
...en2 7B Instruct 5.0bpw H6 EXL232K / 5.6 GB90

Qwen2 7B Instruct GPTQ Int8 Parameters and Internals

LLM NameQwen2 7B Instruct GPTQ Int8
RepositoryOpen on ๐Ÿค— 
Model Size7b
Required VRAM8.9 GB
Updated2024-06-24
MaintainerQwen
Model Typeqwen2
Instruction-BasedYes
Model Files  4.0 GB: 1-of-3   3.8 GB: 2-of-3   1.1 GB: 3-of-3
Supported Languagesen
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.38.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Initializer Range0.02
Torch Data Typefloat16
Errorsreplace

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024042801