Qwen2 72B Instruct GPTQ Int8 by Qwen

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

Rank the Qwen2 72B 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 72B Instruct GPTQ Int8 (Qwen/Qwen2-72B-Instruct-GPTQ-Int8)

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HF Rank
Qwen2 72B Instruct GPTQ Int432K / 41.6 GB6365017
...n2 72B Instruct 3.0bpw H6 EXL232K / 29.9 GB61
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...n2 72B Instruct 4.0bpw H6 EXL232K / 38.6 GB231
... Instruct 4 0bpw H6 EXL2 Pippa32K / 38.6 GB11
Qwen2 72B Instruct Bpw4 EXL232K / 38.7 GB80
...struct Mix Calibration 4B EXL232K / 38.8 GB71
Qwen2 72B Instruct 4bit32K / 40.9 GB141
Qwen2 72B Instruct Bnb 4bit32K / 41.2 GB4883
...2 72B Instruct 4.65bpw H6 EXL232K / 44.4 GB90

Qwen2 72B Instruct GPTQ Int8 Parameters and Internals

LLM NameQwen2 72B Instruct GPTQ Int8
RepositoryOpen on ๐Ÿค— 
Model Size72b
Required VRAM77 GB
Model Typeqwen2
Model Files  3.8 GB: 1-of-20   3.9 GB: 2-of-20   3.9 GB: 3-of-20   3.9 GB: 4-of-20   3.9 GB: 5-of-20   3.9 GB: 6-of-20   3.9 GB: 7-of-20   3.9 GB: 8-of-20   3.9 GB: 9-of-20   3.9 GB: 10-of-20   3.9 GB: 11-of-20   3.9 GB: 12-of-20   3.9 GB: 13-of-20   3.9 GB: 14-of-20   3.9 GB: 15-of-20   3.9 GB: 16-of-20   3.9 GB: 17-of-20   3.9 GB: 18-of-20   3.9 GB: 19-of-20   3.0 GB: 20-of-20
Supported Languagesen
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureQwen2ForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.37.0
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Initializer Range0.02
Torch Data Typefloat16

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