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Qwen2.5 7B by Qwen

 »  All LLMs  »  Qwen  »  Qwen2.5 7B   URL Share it on

  345517   
  Arxiv:2407.10671   Autotrain compatible   Conversational   En   Endpoints compatible   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Qwen/Qwen2.5-7B 

Qwen2.5 7B Benchmarks

MMLU Pro: 37.39
GPQA: 9.96
MUSR: 14.14
BBH: 35.81
IFEval: 33.74 vs 88 (so35)-61.7%
MATH Lvl 5: 25.08
LLME Score: 0.4186
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 (Qwen/Qwen2.5-7B)

Qwen2.5 7B Parameters and Internals

Model Type 
causal language model
Additional Notes 
We do not recommend using base language models for conversations.
Supported Languages 
English (proficient), Chinese (proficient), French (proficient), Spanish (proficient), Portuguese (proficient), German (proficient), Italian (proficient), Russian (proficient), Japanese (proficient), Korean (proficient), Vietnamese (proficient), Thai (proficient), Arabic (proficient)
Training Details 
Methodology:
Pretraining
Context Length:
131072
Model Architecture:
transformers with RoPE, SwiGLU, RMSNorm, and Attention QKV bias
LLM NameQwen2.5 7B
Repository 🤗https://huggingface.co/Qwen/Qwen2.5-7B 
Model Size7b
Required VRAM15.4 GB
Updated2025-03-19
MaintainerQwen
Model Typeqwen2
Model Files  4.0 GB: 1-of-4   3.9 GB: 2-of-4   3.9 GB: 3-of-4   3.6 GB: 4-of-4
Supported Languagesen
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.40.1
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

Quantized Models of the Qwen2.5 7B

Model
Likes
Downloads
VRAM
Qwen2.5 7B Instruct 4bit783094 GB
Qwen2.5 7B Bnb 4bit460315 GB
Qwen2.5 7B Instruct 8bit3878 GB

Best Alternatives to Qwen2.5 7B

Best Alternatives
Context / RAM
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Qwen2.5 7B Instruct 1M986K / 15.4 GB330617269
Hush Qwen2.5 7B Preview986K / 15.2 GB860
Hush Qwen2.5 7B RP V1.4 1M986K / 15.2 GB422
Hush Qwen2.5 7B V1.1986K / 15.2 GB281
Hush Qwen2.5 7B V1.3986K / 15.2 GB272
Hush Qwen2.5 7B V1.2986K / 15.2 GB221
Hush Qwen2.5 7B V1.4986K / 15.2 GB241
Qwen2.5 7B RRP 1M986K / 15.2 GB1766
Qwen2.5 7B Preview986K / 15.2 GB220
Qwen2.5 7B MixStock V0.1986K / 15.2 GB1123
Note: green Score (e.g. "73.2") means that the model is better than Qwen/Qwen2.5-7B.

Rank the Qwen2.5 7B Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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