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Athena Gemma 2 2B It Philos by EpistemeAI

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  4bit   Autotrain compatible Base model:finetune:unsloth/ge... Base model:unsloth/gemma-2-2b-...   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-Philos 

Athena Gemma 2 2B It Philos Benchmarks

MMLU Pro: 13.87
GPQA: 4.14
MUSR: 12.85
BBH: 13.21
IFEval: 46.21 vs 88 (so35)-47.5%
MATH Lvl 5: 0.45
LLME Score: 0.26815
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 Philos (EpistemeAI/Athena-gemma-2-2b-it-Philos)

Athena Gemma 2 2B It Philos Parameters and Internals

Model Type 
text-generation
Use Cases 
Primary Use Cases:
question answering, summarization, reasoning
Additional Notes 
Gemma models are lightweight and suitable for environments with limited resources.
Training Details 
Data Sources:
EpistemeAI's alpaca dataset for reasoning, coding, philosophy, science, and math
Methodology:
SFT fine-tuning
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 Philos
Repository 🤗https://huggingface.co/EpistemeAI/Athena-gemma-2-2b-it-Philos 
Base Model(s)  Gemma 2 2B It Bnb 4bit   unsloth/gemma-2-2b-it-bnb-4bit
Model Size2b
Required VRAM5.2 GB
Updated2024-11-07
MaintainerEpistemeAI
Model Typegemma2
Model Files  5.0 GB: 1-of-2   0.2 GB: 2-of-2
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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Note: green Score (e.g. "73.2") means that the model is better than EpistemeAI/Athena-gemma-2-2b-it-Philos.

Rank the Athena Gemma 2 2B It Philos 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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