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Athena Gemma 2 2B It by EpistemeAI

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  4bit   Autotrain compatible Base model:epistemeai/athena-g... Base model:finetune:epistemeai...   Conversational   En   Endpoints compatible   Gemma2   Model-index   Pytorch   Quantized   Region:us   Sharded   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/EpistemeAI/Athena-gemma-2-2b-it 

Athena Gemma 2 2B It Benchmarks

MMLU Pro: 15.8
GPQA: 2.46
MUSR: 13.35
BBH: 19.42
IFEval: 31.34 vs 88 (so35)-64.4%
MATH Lvl 5: 3.4
LLME Score: 0.26204
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Athena Gemma 2 2B It (EpistemeAI/Athena-gemma-2-2b-it)

Athena Gemma 2 2B It Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
research, commercial applications
Applications:
question answering, summarization, reasoning
Primary Use Cases:
text generation tasks
Additional Notes 
Gemma models are lightweight, state-of-the-art open models from Google.
Supported Languages 
English (full proficiency)
Training Details 
Data Sources:
EpistemeAI's own high level reasoning, how-to-code, basic, and advance python codes alpaca dataset
Methodology:
Supervised fine-tuning
Model Architecture:
decoder-only large language model
Input Output 
Input Format:
Text string, such as a question, a prompt, or a document to be summarized.
Accepted Modalities:
text
Output Format:
Generated English-language text in response to the input
LLM NameAthena Gemma 2 2B It
Repository 🤗https://huggingface.co/EpistemeAI/Athena-gemma-2-2b-it 
Base Model(s)  Athena Gemma 2 9B It   EpistemeAI/Athena-gemma-2-9b-it
Model Size9b
Required VRAM23.8 GB
Updated2024-12-06
MaintainerEpistemeAI
Model Typegemma2
Model Files  5.0 GB: 1-of-2   4.9 GB: 1-of-4   0.2 GB: 2-of-2   5.0 GB: 2-of-4   5.0 GB: 3-of-4   3.7 GB: 4-of-4
Supported Languagesen
Gated ModelYes
Quantization Type4bit
Model ArchitectureGemma2ForCausalLM
Licenseproprietary
Context Length8192
Model Max Length8192
Transformers Version4.44.2
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typefloat16

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Krx Gemma 2 9B It V2 B8K / 18.6 GB540
Note: green Score (e.g. "73.2") means that the model is better than EpistemeAI/Athena-gemma-2-2b-it.

Rank the Athena Gemma 2 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 v20241217
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