H2o Danube2 1.8B Chat by h2oai

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  Arxiv:2401.16818   Autotrain compatible   Conversational   En   Endpoints compatible   Gpt   H2o-llmstudio   Mistral   Region:us   Safetensors

H2o Danube2 1.8B Chat Benchmarks

H2o Danube2 1.8B Chat (h2oai/h2o-danube2-1.8b-chat)

H2o Danube2 1.8B Chat Parameters and Internals

Model Type 
llm, chat, gpt
Supported Languages 
en (Yes)
Training Details 
Data Sources:
internet text data
Methodology:
chat fine-tuning
Context Length:
8192
Model Architecture:
Adjusted Llama 2 with Mistral tokenizer
Input Output 
Input Format:
Tokenized chat template format
Accepted Modalities:
text
Output Format:
Generated text
Performance Tips:
Load with quantization for efficient use - load_in_8bit=True or load_in_4bit=True
LLM NameH2o Danube2 1.8B Chat
Repository ๐Ÿค—https://huggingface.co/h2oai/h2o-danube2-1.8b-chat 
Model Size1.8b
Required VRAM3.7 GB
Updated2024-12-26
Maintainerh2oai
Model Typemistral
Model Files  3.7 GB
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.38.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

Quantized Models of the H2o Danube2 1.8B Chat

Model
Likes
Downloads
VRAM
H2o Danube2 1.8B Chat Gguf1110 GB

Best Alternatives to H2o Danube2 1.8B Chat

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H2o Danube 1.8B Chat16K / 3.7 GB242654
H2o Danube 1.8B Base16K / 3.7 GB123042
H2o Danube 1.8B Sft16K / 3.7 GB44011
Cypher Mini 1.8B16K / 3.7 GB982
PixieZehirNano16K / 3.7 GB100
Cypher CoT 1.8B16K / 3.7 GB171
...1.8B Chat Sft Merge Fourier V116K / 7.3 GB81
H2o Danube2 1.8B Base8K / 3.7 GB161646
H2o Danube2 1.8B Sft8K / 3.7 GB3936
Binary Clumsy Bear8K / 7.3 GB100

Rank the H2o Danube2 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 v20241217