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Qwen2.5 7B Instruct GPTQ Int8 by Qwen

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  Arxiv:2309.00071   Arxiv:2407.10671   8-bit   Autotrain compatible Base model:quantized:qwen/qwen... Base model:qwen/qwen2.5-7b-ins...   Chat   Conversational   En   Endpoints compatible   Gptq   Instruct   Quantized   Qwen2   Region:us   Safetensors   Sharded   Tensorflow

Qwen2.5 7B Instruct GPTQ Int8 Benchmarks

LLME Score: 0.30751
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Qwen2.5 7B Instruct GPTQ Int8 Parameters and Internals

LLM NameQwen2.5 7B Instruct GPTQ Int8
Repository 🤗https://huggingface.co/Qwen/Qwen2.5-7B-Instruct-GPTQ-Int8 
Base Model(s)  Qwen/Qwen2.5-7B-Instruct   Qwen/Qwen2.5-7B-Instruct
Model Size7b
Required VRAM8.9 GB
Updated2024-10-18
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 Version4.39.3
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typefloat16
Errorsreplace
Qwen2.5 7B Instruct GPTQ Int8 (Qwen/Qwen2.5-7B-Instruct-GPTQ-Int8)

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Qwen2.5 7B Instruct GPTQ Int432K / 5.6 GB116324
Qwen2 7B Instruct GPTQ Int432K / 5.6 GB208922
Qwen2 7B Instruct GPTQ Int832K / 8.9 GB174616
Qwen2.5 7B Instruct Bnb 4bit32K / 5.5 GB214625
...2.5 Coder 7B Instruct Bnb 4bit32K / 5.5 GB13394
...Qwen 2.5 7B Instruct V0.2410.032K /  GB11980
Qwen2.5 7B Instruct 8bit32K / 8.1 GB1322
Qwen2 7B Instruct Bnb 4bit32K / 5.5 GB24684
...Spanish English Asistant 16bit32K / 15.2 GB290
Qwen2 7B Instruct 4bit32K / 4.3 GB2923
Note: green Score (e.g. "73.2") means that the model is better than Qwen/Qwen2.5-7B-Instruct-GPTQ-Int8.

Rank the Qwen2.5 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  

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