H2o Danube 1.8B Base by h2oai

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

H2o Danube 1.8B Base Benchmarks

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H2o Danube 1.8B Base Parameters and Internals

Model Type 
GPT, Large Language Model, Text Generation
Use Cases 
Areas:
Research, Commercial Applications
Limitations:
May produce biased, racist, offensive, or otherwise inappropriate content
Considerations:
Use responsibly and ethically.
Additional Notes 
This is a pre-trained foundation model requiring fine-tuning for specific tasks.
Supported Languages 
English (proficient)
Training Details 
Methodology:
We adjust the Llama 2 architecture with sliding window attention from mistral.
Context Length:
16384
Model Architecture:
Llama 2 adapted architecture with sliding window attention.
LLM NameH2o Danube 1.8B Base
Repository ๐Ÿค—https://huggingface.co/h2oai/h2o-danube-1.8b-base 
Model Size1.8b
Required VRAM3.7 GB
Updated2024-12-04
Maintainerh2oai
Model Typemistral
Model Files  3.7 GB
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length16384
Model Max Length16384
Transformers Version4.36.1
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16
H2o Danube 1.8B Base (h2oai/h2o-danube-1.8b-base)

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Instruction Following and Task Automation  
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Text Generation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124