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Stablelm 3B 4e1t by stabilityai

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  Arxiv:1607.06450   Arxiv:1910.02054   Arxiv:1910.07467   Arxiv:2101.00027   Arxiv:2104.09864   Arxiv:2204.06745   Arxiv:2305.06161   Arxiv:2307.09288   Autotrain compatible   Dataset:allenai/pes2o   Dataset:bigcode/starcoderdata   Dataset:carperai/pilev2-dev Dataset:tiiuae/falcon-refinedw... Dataset:togethercomputer/redpa...   En   Endpoints compatible   Model-index   Region:us   Safetensors   Stablelm

Stablelm 3B 4e1t Benchmarks

MMLU Pro: 7.43
MUSR: 4.42
BBH: 9.01
IFEval: 22.03 vs 88 (so35)-75%
ARC: 46.59 vs 96.7 (so35)-51.8%
HellaSwag: 75.94 vs 95.3 (gpt4)-20.3%
MMLU: 45.23 vs 88.3 (so35)-48.8%
TruthfulQA: 37.2 vs 59 (gpt4)-36.9%
WinoGrande: 71.19 vs 87.5 (gpt4)-18.6%
GSM8K: 3.34 vs 96.4 (so35)-96.5%
MATH Lvl 5: 0.68
LLME Score: 0.31909
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Stablelm 3B 4e1t Parameters and Internals

LLM NameStablelm 3B 4e1t
Repository 🤗https://huggingface.co/stabilityai/stablelm-3b-4e1t 
Model Size3b
Required VRAM5.6 GB
Updated2024-09-16
Maintainerstabilityai
Model Typestablelm
Model Files  5.6 GB
Supported Languagesen
Model ArchitectureStableLmForCausalLM
Licensecc-by-sa-4.0
Context Length4096
Model Max Length4096
Transformers Version4.38.0
Tokenizer ClassGPTNeoXTokenizer
Vocabulary Size50304
Torch Data Typebfloat16
Stablelm 3B 4e1t (stabilityai/stablelm-3b-4e1t)

Quantized Models of the Stablelm 3B 4e1t

Model
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VRAM
Stablelm 3B 4e1t GGUF1691 GB

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Release v2024072803
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