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Qwen2.5 3B Instruct by Qwen

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  Arxiv:2407.10671   Autotrain compatible Base model:finetune:qwen/qwen2...   Base model:qwen/qwen2.5-3b   Chat   Conversational   En   Endpoints compatible   Instruct   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Qwen/Qwen2.5-3B-Instruct 

Qwen2.5 3B Instruct Benchmarks

MMLU Pro: 25.05
GPQA: 3.02
MUSR: 7.57
BBH: 25.8
IFEval: 64.75 vs 88 (so35)-26.4%
LLME Score: 0.41866
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 (Qwen/Qwen2.5-3B-Instruct)

Qwen2.5 3B Instruct Parameters and Internals

Model Type 
Causal Language Models
Additional Notes 
Qwen2.5 series offers models from 0.5 to 72 billion parameters, with enhanced capabilities in coding, math, instruction following, and multilingual support.
Supported Languages 
English (Full), Others (Basic)
Training Details 
Methodology:
Pretraining & Post-training with transformers using RoPE, SwiGLU, RMSNorm, Attention QKV bias and tied word embeddings.
Context Length:
32768
Model Architecture:
Transformers with RoPE, SwiGLU, RMSNorm, Attention QKV bias and tied word embeddings
LLM NameQwen2.5 3B Instruct
Repository 🤗https://huggingface.co/Qwen/Qwen2.5-3B-Instruct 
Base Model(s)  Qwen/Qwen2.5-3B   Qwen/Qwen2.5-3B
Model Size3b
Required VRAM6.2 GB
Updated2025-02-05
MaintainerQwen
Model Typeqwen2
Instruction-BasedYes
Model Files  4.0 GB: 1-of-2   2.2 GB: 2-of-2
Supported Languagesen
Model ArchitectureQwen2ForCausalLM
Licenseother
Context Length32768
Model Max Length32768
Transformers Version4.43.1
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace

Quantized Models of the Qwen2.5 3B Instruct

Model
Likes
Downloads
VRAM
QwQ LCoT 3B Instruct101986 GB
Test StealthThinker0406 GB
Athena 1 3B0246 GB
Qwen2.5 3B Instruct Bnb 4bit7185322 GB
Qwen2.5 3B Instruct AWQ861602 GB
Qwen2.5 3B Instruct GPTQ Int4124112 GB
Qwen2.5 3B Instruct GPTQ Int8216143 GB
...2.5 3B Instruct Abliterated V11526 GB

Best Alternatives to Qwen2.5 3B Instruct

Best Alternatives
Context / RAM
Downloads
Likes
Saba2 3B128K / 6.2 GB3300
SmallThinker 3B Preview32K / 6.8 GB130211379
Calme 3.2 Instruct 3B32K / 11 GB30191
Calme 3.1 Baguette 3B32K / 6.2 GB30081
Calme 3.2 Baguette 3B32K / 11 GB29101
Dria Agent A 3B32K / 6.2 GB146548
Calme 3.1 Instruct 3B32K / 11 GB29743
Qwen2.5 Coder 3B Instruct32K / 6.2 GB3525934
...M V1.5 Base QwQ Qwen 2.5 O1 3B32K / 6.2 GB1782
Bio Medical 3B CoT 01202532K / 6.2 GB1539
Note: green Score (e.g. "73.2") means that the model is better than Qwen/Qwen2.5-3B-Instruct.

Rank the Qwen2.5 3B 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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