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Qwen2.5 3B Instruct AWQ by Qwen

 »  All LLMs  »  Qwen  »  Qwen2.5 3B Instruct AWQ   URL Share it on

  9935   
  Arxiv:2407.10671   4-bit   Autotrain compatible   Awq Base model:quantized:qwen/qwen... Base model:qwen/qwen2.5-3b-ins...   Chat   Conversational   En   Endpoints compatible   Instruct   Quantized   Qwen2   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/Qwen/Qwen2.5-3B-Instruct-AWQ 

Qwen2.5 3B Instruct AWQ Benchmarks

LLME Score: 0.30095
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen2.5 3B Instruct AWQ (Qwen/Qwen2.5-3B-Instruct-AWQ)

Qwen2.5 3B Instruct AWQ Parameters and Internals

Model Type 
Causal Language Models
Additional Notes 
Multilingual support, long-context support up to 128K tokens and can generate up to 8K tokens, more resilient to the diversity of system prompts.
Supported Languages 
en (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:
32768
Model Architecture:
Transformers with RoPE, SwiGLU, RMSNorm, Attention QKV bias and tied word embeddings
LLM NameQwen2.5 3B Instruct AWQ
Repository 🤗https://huggingface.co/Qwen/Qwen2.5-3B-Instruct-AWQ 
Base Model(s)  Qwen/Qwen2.5-3B-Instruct   Qwen/Qwen2.5-3B-Instruct
Model Size3b
Required VRAM2.7 GB
Updated2024-12-21
MaintainerQwen
Model Typeqwen2
Instruction-BasedYes
Model Files  2.7 GB
Supported Languagesen
AWQ QuantizationYes
Quantization Typeawq
Model ArchitectureQwen2ForCausalLM
Licenseother
Context Length32768
Model Max Length32768
Transformers Version4.41.1
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typefloat16
Errorsreplace

Quantized Models of the Qwen2.5 3B Instruct AWQ

Model
Likes
Downloads
VRAM
RuQwen2.5 3B Instruct AWQ55711 GB

Best Alternatives to Qwen2.5 3B Instruct AWQ

Best Alternatives
Context / RAM
Downloads
Likes
Qwen2.5 Coder 3B Instruct AWQ32K / 2.7 GB45893
QwQ LCoT 3B Instruct32K / 6.2 GB1276
Qwen2.5 3B Instruct Bnb 4bit32K / 2 GB86795
Qwen2.5 3B Instruct32K / 6.2 GB219480116
Calme 3.3 Instruct 3B32K / 11 GB88242
Qwen2.5 Coder 3B Instruct32K / 6.2 GB6892422
Calme 3.2 Instruct 3B32K / 11 GB28320
Calme 3.1 Baguette 3B32K / 6.2 GB28631
Calme 3.2 Baguette 3B32K / 11 GB27331
Calme 3.1 Instruct 3B32K / 11 GB29372
Note: green Score (e.g. "73.2") means that the model is better than Qwen/Qwen2.5-3B-Instruct-AWQ.

Rank the Qwen2.5 3B Instruct AWQ 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 v20241217
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