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H2o Danube 1.8B Chat by h2oai

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  Arxiv:2401.16818   Autotrain compatible   Conversational Dataset:argilla/distilabel-mat... Dataset:huggingfaceh4/ultracha... Dataset:huggingfaceh4/ultrafee...   Dataset:intel/orca dpo pairs   Dataset:meta-math/metamathqa   Dataset:open-orca/openorca   Dataset:openassistant/oasst2   En   Endpoints compatible   Gpt   H2o-llmstudio   Mistral   Region:us   Safetensors

H2o Danube 1.8B Chat Benchmarks

ARC: 41.13-57.3%
HellaSwag: 68.06-28.6%
MMLU: 33.41-61.4%
TruthfulQA: 41.64-29.4%
WinoGrande: 65.35-25.3%
GSM8K: 17.36-81.1%
nn.n% — How the model compares to the GPT-4.

H2o Danube 1.8B Chat Parameters and Internals

LLM NameH2o Danube 1.8B Chat
RepositoryOpen on 🤗 
Model Size1.8b
Required VRAM3.7 GB
Updated2024-07-27
Maintainerh2oai
Model Typemistral
Model Files  3.7 GB
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length16384
Model Max Length16384
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16
H2o Danube 1.8B Chat (h2oai/h2o-danube-1.8b-chat)

Best Alternatives to H2o Danube 1.8B Chat

Best Alternatives
HF Rank
Context/RAM
Downloads
Likes
H2o Danube 1.8B Base0.316K / 3.7 GB292843
H2o Danube 1.8B Sft0.316K / 3.7 GB93311
Cypher Mini 1.8B0.316K / 3.7 GB2912
PixieZehirNano0.216K / 3.7 GB120
Cypher CoT 1.8B0.216K / 3.7 GB61
...1.8B Chat Sft Merge Fourier V10.216K / 7.3 GB121
H2o Danube2 1.8B Chat0.38K / 3.7 GB779453
H2o Danube2 1.8B Base0.38K / 3.7 GB242242
H2o Danube2 1.8B Sft0.38K / 3.7 GB26576
Binary Clumsy Bear0.28K / 7.3 GB230
Note: green Score (e.g. "73.2") means that the model is better than h2oai/h2o-danube-1.8b-chat.

Rank the H2o Danube 1.8B Chat 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  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072501
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