Qwen2 57B A14B Instruct GPTQ Int4 by Qwen

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Qwen2 57B A14B Instruct GPTQ Int4 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Qwen2 57B A14B Instruct GPTQ Int4 Parameters and Internals

LLM NameQwen2 57B A14B Instruct GPTQ Int4
Repository ๐Ÿค—https://huggingface.co/Qwen/Qwen2-57B-A14B-Instruct-GPTQ-Int4 
Base Model(s)  Qwen2 57B A14B Instruct   Qwen/Qwen2-57B-A14B-Instruct
Model Size57b
Required VRAM31.6 GB
Updated2024-10-18
MaintainerQwen
Model Typeqwen2_moe
Instruction-BasedYes
Model Files  5.0 GB: 1-of-7   5.0 GB: 2-of-7   5.0 GB: 3-of-7   5.0 GB: 4-of-7   5.0 GB: 5-of-7   5.0 GB: 6-of-7   1.6 GB: 7-of-7
Supported Languagesen
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureQwen2MoeForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.41.0
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typefloat16
Errorsreplace
Qwen2 57B A14B Instruct GPTQ Int4 (Qwen/Qwen2-57B-A14B-Instruct-GPTQ-Int4)

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Context / RAM
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...7B A14B Instruct GPTQ Int4 MLX32K / 32.3 GB471
Qwen2 57B A14B Instruct 4bit32K / 32.3 GB92
Qwen2 57B A14B Instruct 8bit32K / 61.1 GB41
Qwen2 57B A14B Instruct32K / 115.2 GB781476
Note: green Score (e.g. "73.2") means that the model is better than Qwen/Qwen2-57B-A14B-Instruct-GPTQ-Int4.

Rank the Qwen2 57B A14B Instruct GPTQ Int4 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  
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Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803