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H2o Danube3 500M Chat by h2oai

 »  All LLMs  »  h2oai  »  H2o Danube3 500M Chat   URL Share it on

  6209   
  Arxiv:2407.09276   Autotrain compatible   Conversational   En   Endpoints compatible   Gpt   H2o-llmstudio   Llama   Onnx   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/h2oai/h2o-danube3-500m-chat 

H2o Danube3 500M Chat Benchmarks

MMLU Pro: 1.6
MUSR: 2.82
BBH: 3.07
IFEval: 22.08 vs 88 (so35)-74.9%
MATH Lvl 5: 0.6
LLME Score: 0.28512
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
H2o Danube3 500M Chat (h2oai/h2o-danube3-500m-chat)

H2o Danube3 500M Chat Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
research, commercial applications
Applications:
chatbots
Limitations:
May produce biased or offensive content, Not suitable for critical decision making
Training Details 
Methodology:
Fine-tuning
Context Length:
8192
Model Architecture:
LlamaForCausalLM
Input Output 
Input Format:
Messages in a chat format
Accepted Modalities:
text
Output Format:
Generated text
LLM NameH2o Danube3 500M Chat
Repository 🤗https://huggingface.co/h2oai/h2o-danube3-500m-chat 
Model Size500m
Required VRAM1 GB
Updated2024-12-22
Maintainerh2oai
Model Typellama
Model Files  1.0 GB
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.42.3
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

Best Alternatives to H2o Danube3 500M Chat

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Context / RAM
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Text Arco8K / 1 GB1710
H2o Danube3 500M Base8K / 1 GB274728
Arco Plus8K / 1.6 GB1376
Danube Reasoner8K / 1 GB270
Clite 500M8K / 1 GB703
Massive8K / 1 GB650
APT3 500M Base2K / 1.9 GB5063
...ama 1.1B Textsql 500B 16layers2K / 2.2 GB00
TIPO 500M2K / 1 GB423242
Note: green Score (e.g. "73.2") means that the model is better than h2oai/h2o-danube3-500m-chat.

Rank the H2o Danube3 500M 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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Release v20241217
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