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Codegemma 1.1 7B It 4bit by mlx-community

 »  All LLMs  »  mlx-community  »  Codegemma 1.1 7B It 4bit   URL Share it on

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  4bit   Autotrain compatible   Endpoints compatible   Gemma   Mlx   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/mlx-community/codegemma-1.1-7b-it-4bit 

Codegemma 1.1 7B It 4bit Benchmarks

LLME Score: 0.18584
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Codegemma 1.1 7B It 4bit (mlx-community/codegemma-1.1-7b-it-4bit)

Codegemma 1.1 7B It 4bit Parameters and Internals

Model Type 
text-generation
Additional Notes 
Converted to MLX format using mlx-lm version 0.12.0.
LLM NameCodegemma 1.1 7B It 4bit
Repository 🤗https://huggingface.co/mlx-community/codegemma-1.1-7b-it-4bit 
Base Model(s)  google/codegemma-1.1-7b-it   google/codegemma-1.1-7b-it
Model Size7b
Required VRAM4.8 GB
Updated2025-02-05
Maintainermlx-community
Model Typegemma
Model Files  4.8 GB
Quantization Type4bit
Model ArchitectureGemmaForCausalLM
Licensegemma
Context Length8192
Model Max Length8192
Transformers Version4.40.1
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than mlx-community/codegemma-1.1-7b-it-4bit.

Rank the Codegemma 1.1 7B It 4bit 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  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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