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Codegemma 7B It by google

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  Autotrain compatible   Conversational   Endpoints compatible   Gemma   License:gemma   Region:us   Safetensors   Sharded   Tensorflow

Codegemma 7B It Benchmarks

ARC: 53.84 vs 96.7 (so35)-44.3%
HellaSwag: 72.51 vs 95.3 (gpt4)-23.9%
MMLU: 56.1 vs 88.3 (so35)-36.5%
TruthfulQA: 48.52 vs 59 (gpt4)-17.8%
WinoGrande: 66.22 vs 87.5 (gpt4)-24.3%
GSM8K: 52.46 vs 96.4 (so35)-45.6%
HumanEvalA: 27.76
Python Eva: 52.74 vs 92 (so35)-42.7%
Java Eval: 41.42
Javascript: 47.71
CPP Eval: 42.6
PHP Eval: 19.18
Julia Eval: 19.56
D Eval: 11.83
Lua Eval: 22.02
R Eval: 21.64
Racket Eva: 9.22
Rust Eval: 38.31
Swift Eval: 6.91
LLME Score: 0.30131
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Codegemma 7B It Parameters and Internals

LLM NameCodegemma 7B It
Repository 🤗https://huggingface.co/google/codegemma-7b-it 
Model Size7b
Required VRAM17.1 GB
Updated2024-07-15
Maintainergoogle
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
Model ArchitectureGemmaForCausalLM
Licensegemma
Context Length8192
Model Max Length8192
Transformers Version4.39.3
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typebfloat16
Codegemma 7B It (google/codegemma-7b-it)

Quantized Models of the Codegemma 7B It

Model
Likes
Downloads
VRAM
Codegemma 7B It 8bit4339 GB
Codegemma 7B It 4bit1125 GB
Codegemma 7B It GPTQ147 GB
Codegemma 7B 4bit0105 GB
Codegemma 7B It GGUF03463 GB
CodeGemma 7B GPTQ0357 GB

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Gemma 1.1 7B It8K / 17.1 GB44913
Note: green Score (e.g. "73.2") means that the model is better than google/codegemma-7b-it.

Rank the Codegemma 7B 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  
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Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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