LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

Codegemma 7B It by google

 »  All LLMs  »  google  »  Codegemma 7B It   URL Share it on

  28375   
  Autotrain compatible   Conversational   Endpoints compatible   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: 0.30271
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

Model Type 
text-to-text, text-to-code, decoder-only
Use Cases 
Primary Use Cases:
code completion, code generation, code conversation, code education
Limitations:
large language models have limitations based on training data
Training Details 
Data Sources:
publicly available code repositories, open source mathematics datasets, synthetically generated code
Data Volume:
500 billion tokens
Hardware Used:
TPUv5e
Safety Evaluation 
Methodologies:
structured evaluations, internal red-teaming testing
Risk Categories:
cyber-offence capabilities, autonomous hacking capabilities
Input Output 
Input Format:
code prefix or suffix for code completion, natural language text
Accepted Modalities:
text
Output Format:
fill-in-the-middle code completion, code and natural language
LLM NameCodegemma 7B It
Repository 🤗https://huggingface.co/google/codegemma-7b-it 
Model Size7b
Required VRAM17.1 GB
Updated2024-11-21
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 8bit41839 GB
Codegemma 7B 4bit0285 GB
Codegemma 7B It 4bit1125 GB
Codegemma 7B It GPTQ117 GB
CodeGemma 7B GPTQ0367 GB
Codegemma 7B It GGUF04443 GB

Best Alternatives to Codegemma 7B It

Best Alternatives
Context / RAM
Downloads
Likes
Kaggle Math Model Gemma V112K / 17.1 GB60
Gemma 1.1 7B It8K / 17.1 GB16633265
SeaLLM 7B V2.58K / 17.1 GB1376749
Zephyr 7B Gemma V0.18K / 17.1 GB970121
SauerkrautLM Gemma 7B8K / 17.1 GB691913
Codegemma 7B8K / 17.1 GB5959166
DiscoPOP Zephyr 7B Gemma8K / 17.1 GB516936
Gemma 7B Aps It8K / 17.1 GB18524
Gemma Mling 7B8K / 17.8 GB181713
Gemma 7B Openhermes V0.808K / 17 GB57051
Note: green Score (e.g. "73.2") means that the model is better than google/codegemma-7b-it.

Rank the Codegemma 7B It Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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  

What open-source LLMs or SLMs are you in search of? 38149 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241110
  Support LLM Explorer