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Stablelm Zephyr 3B by stabilityai

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  Arxiv:2305.18290   Arxiv:2306.05685   Autotrain compatible   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: 4.23
LLME Score: 0.29144
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)

Stablelm Zephyr 3B Parameters and Internals

LLM NameStablelm Zephyr 3B
Repository 🤗https://huggingface.co/stabilityai/stablelm-zephyr-3b 
Model Size3b
Required VRAM5.6 GB
Updated2024-12-22
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
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VRAM
Stablelm Zephyr 3B GGUF9515681 GB
Stablelm Zephyr 3B GPTQ12211 GB

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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