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Qwen2 Math 1.5B Instruct by Qwen

 »  All LLMs  »  Qwen  »  Qwen2 Math 1.5B Instruct   URL Share it on

  3476   
  Arxiv:2407.10671   Chat   Conversational   En   Instruct   Qwen2   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/Qwen/Qwen2-Math-1.5B-Instruct 

Qwen2 Math 1.5B Instruct Benchmarks

LLME Score: 0.24804
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen2 Math 1.5B Instruct (Qwen/Qwen2-Math-1.5B-Instruct)

Qwen2 Math 1.5B Instruct Parameters and Internals

Model Type 
text-generation, chat
Use Cases 
Areas:
research, academic
Applications:
arithmetic problem solving, mathematical reasoning
Primary Use Cases:
instruction-based chatting, completion, few-shot inference
Additional Notes 
Significantly improves on mathematical problem-solving compared to other models.
Supported Languages 
en (Primary English support; Bilingual support with Chinese coming soon.)
Input Output 
Accepted Modalities:
text
Performance Tips:
Ensure `transformers` version 4.40.0 or later for optimal performance.
LLM NameQwen2 Math 1.5B Instruct
Repository 🤗https://huggingface.co/Qwen/Qwen2-Math-1.5B-Instruct 
Model Size1.5b
Required VRAM3.1 GB
Updated2025-02-22
MaintainerQwen
Model Typeqwen2
Instruction-BasedYes
Model Files  3.1 GB
Supported Languagesen
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.43.1
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace

Quantized Models of the Qwen2 Math 1.5B Instruct

Model
Likes
Downloads
VRAM
Qwen2 Math 1.5B Instruct GGUF2760 GB

Best Alternatives to Qwen2 Math 1.5B Instruct

Best Alternatives
Context / RAM
Downloads
Likes
AceInstruct 1.5B128K / 3.5 GB59217
Bellatrix 1.5B XElite128K / 3.5 GB2879
Gte Qwen2 1.5B Instruct128K / 7.1 GB451232171
... Abliterated TIES Qwen2.5 1.5B128K / 3.5 GB700
Saba1 1.8B128K / 3.6 GB681
Miniclaus Qw1.5B UNAMGS128K / 3.5 GB1728
EVA Qwen2.5 1.5B V0.0128K / 3.1 GB5213
Replete Coder Qwen2 1.5B128K / 3.1 GB23323
Qwen2 1.5B Instruct Refine128K / 3.1 GB1410
Samantha Qwen2 1.5B128K / 3.1 GB1440
Note: green Score (e.g. "73.2") means that the model is better than Qwen/Qwen2-Math-1.5B-Instruct.

Rank the Qwen2 Math 1.5B Instruct 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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Release v20241227
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