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H2o Danube2 1.8B Chat by h2oai

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

  2966   
  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: 0.26616
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 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 🤗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

Best Alternatives
Context / RAM
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Likes
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
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