Athene Codegemma 2 7B It Alpaca V1.1 by EpistemeAI

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  Autotrain compatible Base model:epistemeai/athene-c... Base model:finetune:epistemeai...   Conversational   En   Endpoints compatible   Gemma   Pytorch   Region:us   Sharded   Trl   Unsloth

Athene Codegemma 2 7B It Alpaca V1.1 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Athene Codegemma 2 7B It Alpaca V1.1 (EpistemeAI/Athene-codegemma-2-7b-it-alpaca-v1.1)

Athene Codegemma 2 7B It Alpaca V1.1 Parameters and Internals

Model Type 
text-to-text, text-to-code, decoder-only
Use Cases 
Areas:
research, commercial applications
Applications:
code completion, code generation, instruction-following, chat
Primary Use Cases:
code completion in IDEs, generate code from natural language, answer questions about code
Limitations:
Not suitable for non-programming conversations, Limited by training data scope
Additional Notes 
This model was trained 2x faster with Unsloth and Huggingface's TRL library.
Supported Languages 
en (unknown)
Training Details 
Methodology:
Supervised Fine-tuning with coding datasets
Input Output 
Input Format:
For pretrained model variants: code prefix and/or suffix for code completion and generation scenarios, or natural language text or prompt. For instruction tuned model variant: natural language text or prompt.
Accepted Modalities:
text
Output Format:
For pretrained model variants: fill-in-the-middle code completion, code and natural language. For instruction tuned model variant: code and natural language.
LLM NameAthene Codegemma 2 7B It Alpaca V1.1
Repository ๐Ÿค—https://huggingface.co/EpistemeAI/Athene-codegemma-2-7b-it-alpaca-v1.1 
Base Model(s)  EpistemeAI/Athene-codegemma-2-7b-it-alpaca-v1   EpistemeAI/Athene-codegemma-2-7b-it-alpaca-v1
Model Size7b
Required VRAM17.1 GB
Updated2025-02-22
MaintainerEpistemeAI
Model Typegemma
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   5.0 GB: 3-of-4   2.1 GB: 4-of-4
Supported Languagesen
Model ArchitectureGemmaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.44.2
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typefloat16

Quantized Models of the Athene Codegemma 2 7B It Alpaca V1.1

Model
Likes
Downloads
VRAM
... Codegemma 2 7B It Alpaca V1.201617 GB

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Note: green Score (e.g. "73.2") means that the model is better than EpistemeAI/Athene-codegemma-2-7b-it-alpaca-v1.1.

Rank the Athene Codegemma 2 7B It Alpaca V1.1 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