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Raspberry 3B by arcee-ai

 »  All LLMs  »  arcee-ai  »  Raspberry 3B   URL Share it on

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  Autotrain compatible Base model:finetune:qwen/qwen2...   Base model:qwen/qwen2.5-3b   Conversational   Endpoints compatible   Generated from trainer   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/arcee-ai/raspberry-3B 

Raspberry 3B Benchmarks

MMLU Pro: 20.6
GPQA: 3.69
MUSR: 9.41
BBH: 19.53
IFEval: 31.54 vs 88 (so35)-64.2%
MATH Lvl 5: 10.35
LLME Score: 0.28484
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Raspberry 3B (arcee-ai/raspberry-3B)

Raspberry 3B Parameters and Internals

Additional Notes 
This is an experimental which was heavily optimized for reasoning tasks and not meant for production-use.
Input Output 
Input Format:
ChatML
LLM NameRaspberry 3B
Repository 🤗https://huggingface.co/arcee-ai/raspberry-3B 
Base Model(s)  Qwen/Qwen2.5-3B   Qwen/Qwen2.5-3B
Model Size3b
Required VRAM6.2 GB
Updated2025-02-22
Maintainerarcee-ai
Model Typeqwen2
Model Files  5.0 GB: 1-of-2   1.2 GB: 2-of-2   0.0 GB
Model ArchitectureQwen2ForCausalLM
Licenseother
Context Length32768
Model Max Length32768
Transformers Version4.45.1
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace

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Calme 3.2 Instruct 3B32K / 11 GB30303
Note: green Score (e.g. "73.2") means that the model is better than arcee-ai/raspberry-3B.

Rank the Raspberry 3B 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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