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Datagemma Rig 27B It by google

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  Autotrain compatible Base model:finetune:google/gem... Base model:google/gemma-2-27b-...   Conversational   Endpoints compatible   Gemma2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/google/datagemma-rig-27b-it 

Datagemma Rig 27B It Benchmarks

LLME Score: 0.24672
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Datagemma Rig 27B It (google/datagemma-rig-27b-it)

Datagemma Rig 27B It Parameters and Internals

Model Type 
text-generation, conversational
Use Cases 
Areas:
Academic and research purposes
Applications:
Retrieval interleaved generation for public data access
Limitations:
Unintended, controversial, or inflammatory behavior
Considerations:
Feedback and evaluations are encouraged to improve model performance
Additional Notes 
Early version for trusted tester use, primarily academic.
Training Details 
Data Sources:
synthetically generated data
Methodology:
Retrieval interleaved generation approach using fine-tuning on Data Commons interface queries.
Hardware Used:
TPUv5e
Model Architecture:
Fine-tuned version of Gemma 2
Safety Evaluation 
Methodologies:
Red teaming, Evaluation against potentially dangerous queries
Findings:
Some controversial but not dangerous query responses
Ethical Considerations:
This version is for academic and research purposes only and not ready for commercial use.
Responsible Ai Considerations 
Transparency:
Released as an early version for academic purposes
Accountability:
Google is accountable for the model's outputs
Mitigation Strategies:
Evaluation against potentially dangerous queries pre-launch
Input Output 
Input Format:
Text string, such as a question or a prompt.
Accepted Modalities:
text
Output Format:
Generated English-language text with annotated responses for statistics
LLM NameDatagemma Rig 27B It
Repository 🤗https://huggingface.co/google/datagemma-rig-27b-it 
Base Model(s)  Gemma 2 27B It   google/gemma-2-27b-it
Model Size27b
Required VRAM54.7 GB
Updated2025-02-22
Maintainergoogle
Model Typegemma2
Model Files  4.7 GB: 1-of-12   4.9 GB: 2-of-12   4.9 GB: 3-of-12   5.0 GB: 4-of-12   4.9 GB: 5-of-12   4.9 GB: 6-of-12   5.0 GB: 7-of-12   4.9 GB: 8-of-12   4.9 GB: 9-of-12   5.0 GB: 10-of-12   4.9 GB: 11-of-12   0.7 GB: 12-of-12
Model ArchitectureGemma2ForCausalLM
Licensegemma
Context Length8192
Model Max Length8192
Transformers Version4.45.0.dev0
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 google/datagemma-rig-27b-it.

Rank the Datagemma Rig 27B 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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