LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

H2o Danube3 4B Chat by h2oai

 »  All LLMs  »  h2oai  »  H2o Danube3 4B Chat   URL Share it on

  8486   
  Arxiv:2407.09276   Autotrain compatible   Conversational   En   Endpoints compatible   Gpt   H2o-llmstudio   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/h2oai/h2o-danube3-4b-chat 

H2o Danube3 4B Chat Benchmarks

MMLU Pro: 13.65
GPQA: 1.34
MUSR: 5.23
BBH: 8.84
IFEval: 36.29 vs 88 (so35)-58.8%
MATH Lvl 5: 4.08
LLME Score: 0.28805
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
H2o Danube3 4B Chat (h2oai/h2o-danube3-4b-chat)

H2o Danube3 4B Chat Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
research, commercial
Additional Notes 
Can run natively and fully offline on phones.
Training Details 
Context Length:
8192
Hardware Used:
Phones
Model Architecture:
Adjusted Llama 2 architecture with Danube model specifications
Input Output 
Accepted Modalities:
text
Output Format:
text
Performance Tips:
Using quantization or sharding for efficient resource utilization.
LLM NameH2o Danube3 4B Chat
Repository 🤗https://huggingface.co/h2oai/h2o-danube3-4b-chat 
Model Size4b
Required VRAM8 GB
Updated2025-02-22
Maintainerh2oai
Model Typellama
Model Files  5.0 GB: 1-of-2   3.0 GB: 2-of-2
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 4B Chat

Best Alternatives
Context / RAM
Downloads
Likes
SJT 4B146K / 7.6 GB170
Loxa 4B128K / 16 GB640
Aura 4B128K / 9 GB2710
...ama 3.1 Minitron 4B Depth Base128K / 9.1 GB285321
Nemotron W 4b MagLight 0.1128K / 9.2 GB162
...ama 3.1 Minitron 4B Width Base128K / 9 GB3382188
....5 MINI 4B SFTxORPO HESSIAN AI128K / 7.7 GB160
....5 MINI 4B ORPOxSFT HESSIAN AI128K / 7.7 GB150
....5 MINI 4B ORPOxSFT HESSIAN AI128K / 7.7 GB150
....5 MINI 4B SFTxORPO HESSIAN AI128K / 7.7 GB130
Note: green Score (e.g. "73.2") means that the model is better than h2oai/h2o-danube3-4b-chat.

Rank the H2o Danube3 4B Chat Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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  

What open-source LLMs or SLMs are you in search of? 43470 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
  Support LLM Explorer