Datagemma 2B by ed001

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  Autotrain compatible   Code   Codegen   Data science Dataset:ed001/ds-coder-instruc...   En   Endpoints compatible   Gemma   Instruct   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF ๐Ÿค—: https://huggingface.co/ed001/datagemma-2b 

Datagemma 2B Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Datagemma 2B (ed001/datagemma-2b)

Datagemma 2B Parameters and Internals

Model Type 
code, data science
Supported Languages 
en (proficient)
Training Details 
Data Sources:
ed001/ds-coder-instruct-v2
Methodology:
fine-tuned
Context Length:
1536
LLM NameDatagemma 2B
Repository ๐Ÿค—https://huggingface.co/ed001/datagemma-2b 
Model Size2b
Required VRAM5.1 GB
Updated2024-12-23
Maintainered001
Model Typegemma
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   0.1 GB: 2-of-2
Supported Languagesen
Generates CodeYes
Model ArchitectureGemmaForCausalLM
Licensemit
Context Length8192
Model Max Length8192
Transformers Version4.38.2
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typefloat16

Best Alternatives to Datagemma 2B

Best Alternatives
Context / RAM
Downloads
Likes
Gemma 2B Sft Preview8K / 5 GB220
Note: green Score (e.g. "73.2") means that the model is better than ed001/datagemma-2b.

Rank the Datagemma 2B Capabilities

๐Ÿ†˜ 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! ๐ŸŒŸ

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 v20241217