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Athena Codegemma 2 9B It by EpistemeAI2

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  Autotrain compatible Base model:epistemeai/athena-g... Base model:finetune:epistemeai...   Conversational   En   Endpoints compatible   Gemma2   Pytorch   Region:us   Sharded   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/EpistemeAI2/Athena-codegemma-2-9b-it 

Athena Codegemma 2 9B It Benchmarks

LLME Score: 0.22067
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Athena Codegemma 2 9B It (EpistemeAI2/Athena-codegemma-2-9b-it)

Athena Codegemma 2 9B It Parameters and Internals

Model Type 
text-to-text, decoder-only, large language models, text generation
Use Cases 
Areas:
text generation tasks
Applications:
question answering, summarization, reasoning
Primary Use Cases:
Text generation, Question answering, Summarization, Reasoning
Additional Notes 
45% faster inference with the use of Torch compile.
Supported Languages 
English (Full)
Training Details 
Data Sources:
EpistemeAI's own how-to-code dataset, basic and advanced Python codes alpaca dataset
Methodology:
supervised fine-tuning
Training Time:
Trained 2x faster using Unsloth and Huggingface's TRL library
Model Architecture:
lightweight, open models from Google
Input Output 
Input Format:
Text string, such as a question, a prompt, or a document.
Accepted Modalities:
Text
Output Format:
Generated English-language text, contextual to the prompt.
Performance Tips:
Using 'bfloat16' precision during inference for better performance on suitable hardware.
LLM NameAthena Codegemma 2 9B It
Repository 🤗https://huggingface.co/EpistemeAI2/Athena-codegemma-2-9b-it 
Base Model(s)  Athena Gemma 2 9B It   EpistemeAI/Athena-gemma-2-9b-it
Model Size9b
Required VRAM18.6 GB
Updated2024-09-06
MaintainerEpistemeAI2
Model Typegemma2
Model Files  4.9 GB: 1-of-4   5.0 GB: 2-of-4   5.0 GB: 3-of-4   3.7 GB: 4-of-4
Supported Languagesen
Model ArchitectureGemma2ForCausalLM
Licenseapache-2.0
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 EpistemeAI2/Athena-codegemma-2-9b-it.

Rank the Athena Codegemma 2 9B 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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