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H2o Danube2 1.8B Base by h2oai

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  1767   
  Arxiv:2401.16818   Autotrain compatible   En   Endpoints compatible   Gpt   Mistral   Region:us   Safetensors

H2o Danube2 1.8B Base Benchmarks

ARC: 43.34 vs 96.7 (so35)-55.2%
HellaSwag: 72.95 vs 95.3 (gpt4)-23.5%
MMLU: 40.2 vs 88.3 (so35)-54.5%
TruthfulQA: 38.01 vs 59 (gpt4)-35.6%
WinoGrande: 68.03 vs 87.5 (gpt4)-22.3%
GSM8K: 29.8 vs 96.4 (so35)-69.1%
LLME Score: 0.26722
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

H2o Danube2 1.8B Base Parameters and Internals

LLM NameH2o Danube2 1.8B Base
Repository 🤗https://huggingface.co/h2oai/h2o-danube2-1.8b-base 
Model Size1.8b
Required VRAM3.7 GB
Updated2024-10-18
Maintainerh2oai
Model Typemistral
Model Files  3.7 GB
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.39.3
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16
H2o Danube2 1.8B Base (h2oai/h2o-danube2-1.8b-base)

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Note: green Score (e.g. "73.2") means that the model is better than h2oai/h2o-danube2-1.8b-base.

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Release v2024072803
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