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Rho Math 1B V0.1 by microsoft

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Rho Math 1B V0.1 is an open-source language model by microsoft. Features: 1b LLM, VRAM: 4.4GB, Context: 2K, License: mit, HF Score: 35, LLM Explorer Score: 0.18, Arc: 34.3, HellaSwag: 53.3, MMLU: 27.1, TruthfulQA: 35.5, WinoGrande: 59.8.

  Arxiv:2404.07965   Autotrain compatible   En   Endpoints compatible   Llama   Math   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/microsoft/rho-math-1b-v0.1 

Rho Math 1B V0.1 Benchmarks

ARC: 34.3 vs 96.7 (so35)-64.5%
HellaSwag: 53.34 vs 95.3 (gpt4)-44%
MMLU: 27.05 vs 88.3 (so35)-69.4%
TruthfulQA: 35.48 vs 59 (gpt4)-39.9%
WinoGrande: 59.75 vs 87.5 (gpt4)-31.7%
LLME Score: 0.18241
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Rho Math 1B V0.1 (microsoft/rho-math-1b-v0.1)
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Rho Math 1B V0.1 Parameters and Internals

Model Type 
text-generation
Additional Notes 
Rho-1 base models employ Selective Language Modeling (SLM) for pretraining. Models released include Rho-Math-1B and Rho-Math-7B with improvements in few-shot accuracy on the MATH dataset.
Supported Languages 
en (Level not specified)
LLM NameRho Math 1B V0.1
Repository 🤗https://huggingface.co/microsoft/rho-math-1b-v0.1 
Model Size1b
Required VRAM4.4 GB
Updated2025-10-10
Maintainermicrosoft
Model Typellama
Model Files  4.4 GB
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensemit
Context Length2048
Model Max Length2048
Transformers Version4.38.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typefloat32

Quantized Models of the Rho Math 1B V0.1

Model
Likes
Downloads
VRAM
Rho Math 1B V0.1 4bit150 GB

Best Alternatives to Rho Math 1B V0.1

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Llama 3.2 1B Instruct128K / 2.5 GB19821791
Note: green Score (e.g. "73.2") means that the model is better than microsoft/rho-math-1b-v0.1.

Rank the Rho Math 1B V0.1 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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