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Stablelm Zephyr 3B by stabilityai

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Stablelm Zephyr 3B is an open-source language model by stabilityai. Features: 3b LLM, VRAM: 5.6GB, Context: 4K, License: other, Instruction-Based, HF Score: 53.4, LLM Explorer Score: 0.23, Arc: 46.1, HellaSwag: 74.2, MMLU: 46.2, TruthfulQA: 46.5, WinoGrande: 65.5, GSM8K: 42.2.

  Arxiv:2305.18290   Arxiv:2306.05685   Conversational Dataset:huggingfaceh4/ultracha... Dataset:huggingfaceh4/ultrafee...   Dataset:intel/orca dpo pairs   Dataset:meta-math/metamathqa Dataset:wizardlm/wizardlm evol...   En   Endpoints compatible   Instruct   Model-index   Region:us   Safetensors   Stablelm
Model Card on HF 🤗: https://huggingface.co/stabilityai/stablelm-zephyr-3b 

Stablelm Zephyr 3B Benchmarks

MMLU Pro: 8.53
MUSR: 9.79
BBH: 14.76
IFEval: 36.83 vs 88 (so35)-58.1%
ARC: 46.08 vs 96.7 (so35)-52.3%
HellaSwag: 74.16 vs 95.3 (gpt4)-22.2%
MMLU: 46.17 vs 88.3 (so35)-47.7%
TruthfulQA: 46.49 vs 59 (gpt4)-21.2%
WinoGrande: 65.51 vs 87.5 (gpt4)-25.1%
GSM8K: 42.15 vs 96.4 (so35)-56.3%
MATH Lvl 5: 4.31
LLME Score: 0.22727
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Stablelm Zephyr 3B (stabilityai/stablelm-zephyr-3b)
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Stablelm Zephyr 3B Parameters and Internals

LLM NameStablelm Zephyr 3B
Repository 🤗https://huggingface.co/stabilityai/stablelm-zephyr-3b 
Model Size3b
Required VRAM5.6 GB
Updated2026-04-04
Maintainerstabilityai
Model Typestablelm
Instruction-BasedYes
Model Files  5.6 GB
Supported Languagesen
Model ArchitectureStableLmForCausalLM
Licenseother
Context Length4096
Model Max Length4096
Transformers Version4.38.0
Tokenizer ClassGPTNeoXTokenizer
Padding Token<|endoftext|>
Vocabulary Size50304
Torch Data Typebfloat16

Quantized Models of the Stablelm Zephyr 3B

Model
Likes
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VRAM
Stablelm Zephyr 3B GGUF10112781 GB
Stablelm Zephyr 3B GPTQ12331 GB

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Rank the Stablelm Zephyr 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  
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Multi-Language Support and Translation  

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