Cali 0.1B by Sandroeth

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Cali 0.1B is an open-source language model by Sandroeth. Features: 0.1b LLM, VRAM: 0.5GB, License: apache-2.0, LLM Explorer Score: 0.36.

  Cali   Conversational   Custom-architecture   Custom code   Dataset:custom   En   English   Id   Indonesian   Pytorch   Region:us   Safetensors

Cali 0.1B Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Cali 0.1B Parameters and Internals

LLM NameCali 0.1B
Repository 🤗https://huggingface.co/Sandroeth/cali-0.1B 
Model Size0.1b
Required VRAM0.5 GB
Updated2026-05-22
MaintainerSandroeth
Model Typecali
Model Files  0.5 GB
Supported Languagesid en
Model ArchitectureCALIForCausalLM
Licenseapache-2.0
Model Max Length1024
Transformers Version4.40.0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<pad>
Vocabulary Size32000
Torch Data Typefloat32

Rank the Cali 0.1B 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 v20260328a