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Qwen2.5 7B Instruct by Qwen

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  Arxiv:2309.00071   Arxiv:2407.10671   Autotrain compatible Base model:finetune:qwen/qwen2...   Base model:qwen/qwen2.5-7b   Chat   Conversational   En   Endpoints compatible   Instruct   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Qwen/Qwen2.5-7B-Instruct 

Qwen2.5 7B Instruct Benchmarks

MMLU Pro: 36.52
GPQA: 5.48
MUSR: 8.45
BBH: 34.89
IFEval: 75.85 vs 88 (so35)-13.8%
MATH Lvl 5: 50
LLME Score: 0.49965
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 (Qwen/Qwen2.5-7B-Instruct)

Qwen2.5 7B Instruct Parameters and Internals

Model Type 
Causal Language Models
Supported Languages 
languages_supported (/- en ), proficiency (/multilingual support for over 29 languages, including Chinese, English, French, Spanish, Portuguese, German, Italian, Russian, Japanese, Korean, Vietnamese, Thai, Arabic, and more.)
Training Details 
Methodology:
Pretraining & Post-training
Context Length:
131072
Model Architecture:
transformers with RoPE, SwiGLU, RMSNorm, and Attention QKV bias
LLM NameQwen2.5 7B Instruct
Repository 🤗https://huggingface.co/Qwen/Qwen2.5-7B-Instruct 
Base Model(s)  Qwen/Qwen2.5-7B   Qwen/Qwen2.5-7B
Model Size7b
Required VRAM15.4 GB
Updated2025-02-21
MaintainerQwen
Model Typeqwen2
Instruction-BasedYes
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 Length32768
Model Max Length32768
Transformers Version4.43.1
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

Quantized Models of the Qwen2.5 7B Instruct

Model
Likes
Downloads
VRAM
...5 7B Instruct Unsloth Bnb 4bit1326737 GB
Qwen2.5 7B Instruct Bnb 4bit116492295 GB
SphinX13215 GB
Kyro N1 7B517815 GB
Qwen2.5 7B Instruct GPTQ Int414216975 GB
FinancialAdvice Qwen2.5 7B11615 GB
Qwen2.5 7B Instruct GPTQ Int812181878 GB
Qwen2.5 7B Instruct AWQ17162595 GB
Kuroiso CR 7B 2025012425215 GB
Qwen UMLS 7B Instruct912715 GB

Best Alternatives to Qwen2.5 7B Instruct

Best Alternatives
Context / RAM
Downloads
Likes
Qwen2.5 7B Instruct 1M986K / 15.4 GB287539233
Qwen2.5 7B RRP 1M986K / 15.2 GB2904
Qwen2.5 7B CelestialHarmony 1M986K / 14.8 GB1495
COCO 7B Instruct 1M986K / 15.2 GB1029
Q2.5 Instruct 1M Harmony986K / 15.2 GB591
Impish QWEN 7B 1M986K / 15.2 GB681
Qwen2.5 7B Sky R1 Mini986K / 15.2 GB220
Qwen2.5 7B DeepSeek R1 1M986K / 15.2 GB889
Qwen2.5 7B Instruct 1M986K / 15.2 GB6212
MwM 7B CoT Merge1986K / 15.2 GB422
Note: green Score (e.g. "73.2") means that the model is better than Qwen/Qwen2.5-7B-Instruct.

Rank the Qwen2.5 7B Instruct 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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Release v20241227
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