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Qwen2 7B Int4 Inc by Intel

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Qwen2 7B Int4 Inc is an open-source language model by Intel. Features: 7b LLM, VRAM: 5.6GB, Context: 128K, License: apache-2.0, LLM Explorer Score: 0.13.

  Arxiv:2309.05516   4-bit   Conversational   Dataset:neelnanda/pile-10k   Endpoints compatible   Intel/auto-round   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Intel/Qwen2-7B-int4-inc 

Qwen2 7B Int4 Inc Benchmarks

LLME Score: 0.1342
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen2 7B Int4 Inc (Intel/Qwen2-7B-int4-inc)
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Qwen2 7B Int4 Inc Parameters and Internals

Model Type 
quantized, causal, int4, lm-head
Use Cases 
Areas:
research, commercial applications
Limitations:
factually incorrect output, generate offensive content
Considerations:
Users should be informed about the risks and biases of the model.
Additional Notes 
Larger accuracy drop observed in Chinese tasks.
Responsible Ai Considerations 
Fairness:
The model could generate biased or lewd content.
Mitigation Strategies:
Developers should conduct safety testing before deployment.
Input Output 
Accepted Modalities:
text
Performance Tips:
Use Intel Gaudi-2 for INT4 inference to boost performance.
LLM NameQwen2 7B Int4 Inc
Repository 🤗https://huggingface.co/Intel/Qwen2-7B-int4-inc 
Model Size7b
Required VRAM5.6 GB
Updated2026-04-16
MaintainerIntel
Model Typeqwen2
Model Files  4.5 GB: 1-of-2   1.1 GB: 2-of-2
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.44.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typefloat16
Errorsreplace

Best Alternatives to Qwen2 7B Int4 Inc

Best Alternatives
Context / RAM
Downloads
Likes
Qwen2.5 7B Preview986K / 15.2 GB100
Qwen2.5 7B Instruct 1M986K / 15.4 GB32350369
Hush Qwen2.5 7B V1.1986K / 15.2 GB191
Hush Qwen2.5 7B V1.2986K / 15.2 GB31
Hush Qwen2.5 7B Preview986K / 15.2 GB400
Hush Qwen2.5 7B V1.4986K / 15.2 GB41
Hush Qwen2.5 7B V1.3986K / 15.2 GB182
Hush Qwen2.5 7B RP V1.4 1M986K / 15.2 GB172
Qwen 2.5 7B Exp Sce986K / 15.2 GB72
Qwen2.5 7B MixStock V0.1986K / 15.2 GB113
Note: green Score (e.g. "73.2") means that the model is better than Intel/Qwen2-7B-int4-inc.

Rank the Qwen2 7B Int4 Inc Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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