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H2o Danube2 1.8B Chat by h2oai

 »  All LLMs  »  h2oai  »  H2o Danube2 1.8B Chat   URL Share it on

  6776   
  Arxiv:2401.16818   Autotrain compatible   Conversational   En   Endpoints compatible   Gpt   H2o-llmstudio   Mistral   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/h2oai/h2o-danube2-1.8b-chat 

H2o Danube2 1.8B Chat Benchmarks

ARC: 43.69 vs 96.7 (so35)-54.8%
HellaSwag: 73.95 vs 95.3 (gpt4)-22.4%
MMLU: 38.02 vs 88.3 (so35)-56.9%
TruthfulQA: 40.54 vs 59 (gpt4)-31.3%
WinoGrande: 68.35 vs 87.5 (gpt4)-21.9%
GSM8K: 28.81 vs 96.4 (so35)-70.1%
LLME Score: 0.27166
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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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 🤗https://huggingface.co/h2oai/h2o-danube2-1.8b-chat 
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 Length8192
Model Max Length8192
Transformers Version4.38.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16
H2o Danube2 1.8B Chat (h2oai/h2o-danube2-1.8b-chat)

Quantized Models of the H2o Danube2 1.8B Chat

Model
Likes
Downloads
VRAM
H2o Danube2 1.8B Chat Gguf1200 GB

Best Alternatives to H2o Danube2 1.8B Chat

Best Alternatives
Context / RAM
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Likes
H2o Danube 1.8B Chat16K / 3.7 GB274954
H2o Danube 1.8B Base16K / 3.7 GB115542
H2o Danube 1.8B Sft16K / 3.7 GB59611
Cypher Mini 1.8B16K / 3.7 GB892
PixieZehirNano16K / 3.7 GB100
Cypher CoT 1.8B16K / 3.7 GB91
...1.8B Chat Sft Merge Fourier V116K / 7.3 GB51
H2o Danube2 1.8B Base8K / 3.7 GB95646
H2o Danube2 1.8B Sft8K / 3.7 GB5906
Binary Clumsy Bear8K / 7.3 GB50

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 v20241124
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