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Gemma 1.1 2B It by rubra-ai

 »  All LLMs  »  rubra-ai  »  Gemma 1.1 2B It   URL Share it on

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  Agentic   Autotrain compatible   Conversational   Doi:10.57967/hf/2681   En   Endpoints compatible   Function-calling   Gemma   Model-index   Region:us   Rubra   Safetensors   Sharded   Tensorflow   Tool-calling
Model Card on HF 🤗: https://huggingface.co/rubra-ai/gemma-1.1-2b-it 

Gemma 1.1 2B It Benchmarks

LLME Score: 0.19433
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Gemma 1.1 2B It (rubra-ai/gemma-1.1-2b-it)

Gemma 1.1 2B It Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
instruction-following, complex interactions
Applications:
multi-turn function calling, detailed conversations
Limitations:
may produce biased or incorrect outputs
Considerations:
Users should ensure the model's deployment adheres to ethical guidelines.
Additional Notes 
Contact the Rubra team for more information.
Supported Languages 
en (high proficiency)
Training Details 
Data Sources:
proprietary dataset encompassing diverse instruction-following, chat, and function calling data
Data Volume:
unknown
Methodology:
Post-training
Training Time:
unknown
Model Architecture:
unknown
Responsible Ai Considerations 
Fairness:
The model's outputs are influenced by the data it was trained on, which may contain inherent biases.
Transparency:
Consider the potential societal impact of the generated text.
Input Output 
Input Format:
Accepts formatted messages in Rubra's format.
Accepted Modalities:
text
Output Format:
Generates text; may call functions.
Performance Tips:
Install `jsonrepair` to handle hallucinations.
LLM NameGemma 1.1 2B It
Repository 🤗https://huggingface.co/rubra-ai/gemma-1.1-2b-it 
Model Size2b
Required VRAM6.4 GB
Updated2025-02-05
Maintainerrubra-ai
Model Typegemma
Model Files  5.0 GB: 1-of-2   1.4 GB: 2-of-2   0.0 GB
Supported Languagesen
Model ArchitectureGemmaForCausalLM
Licensegemma
Context Length8192
Model Max Length8192
Transformers Version4.41.2
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than rubra-ai/gemma-1.1-2b-it.

Rank the Gemma 1.1 2B It 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 v20241227
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