Codegemma 7B Bnb 4bit by unsloth

 ยป  All LLMs  ยป  unsloth  ยป  Codegemma 7B Bnb 4bit   URL Share it on

  4-bit   4bit   Autotrain compatible   Bitsandbytes   Bnb   En   Endpoints compatible   Gemma   Quantized   Region:us   Safetensors   Unsloth

Codegemma 7B Bnb 4bit Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Codegemma 7B Bnb 4bit (unsloth/codegemma-7b-bnb-4bit)

Codegemma 7B Bnb 4bit Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
beginner-friendly fine-tuning and text generation
Applications:
finetuning models for faster and memory-efficient performance, exporting models to various formats, uploading models to Hugging Face
Primary Use Cases:
2x faster fine-tuning
Additional Notes 
Unsloth provides free Colab notebooks for beginners to finetune models efficiently.
LLM NameCodegemma 7B Bnb 4bit
Repository ๐Ÿค—https://huggingface.co/unsloth/codegemma-7b-bnb-4bit 
Model Size7b
Required VRAM5.6 GB
Updated2025-02-18
Maintainerunsloth
Model Typegemma
Model Files  5.6 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureGemmaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.44.2
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typebfloat16

Quantized Models of the Codegemma 7B Bnb 4bit

Model
Likes
Downloads
VRAM
Codegemma 7B Tofutune Gguf0135 GB

Best Alternatives to Codegemma 7B Bnb 4bit

Best Alternatives
Context / RAM
Downloads
Likes
...t Cleaner Gemma 32k Merged 16b31K / 17.1 GB50
...ruct Malayalam Model Vllm 4bit16K / 5.6 GB800
... Codegemma 2 7B It Alpaca V1.28K / 17.1 GB140
Gemma 7B It Bnb 4bit8K / 5.6 GB1266814
Codegemma 7B It 8bit8K / 9.5 GB3324
Codegemma 7B It Bnb 4bit8K / 5.6 GB22741
Fbt Gemma 7B8K / 17.1 GB60
Codegemma 7B 4bit8K / 5.9 GB890
Codegemma 7B It 4bit8K / 5.9 GB841
Gemma 1.1 7B It 4bit8K / 5.9 GB894
Note: green Score (e.g. "73.2") means that the model is better than unsloth/codegemma-7b-bnb-4bit.

Rank the Codegemma 7B Bnb 4bit Capabilities

๐Ÿ†˜ 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! ๐ŸŒŸ

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? 43267 in total.

Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227