Codegemma 1.1 2B 8bit by mlx-community

 Β»  All LLMs  Β»  mlx-community  Β»  Codegemma 1.1 2B 8bit   URL Share it on

  8bit   Autotrain compatible   Endpoints compatible   Gemma   Mlx   Quantized   Region:us   Safetensors

Codegemma 1.1 2B 8bit Benchmarks

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 2B 8bit (mlx-community/codegemma-1.1-2b-8bit)

Codegemma 1.1 2B 8bit Parameters and Internals

Additional Notes 
To access CodeGemma on Hugging Face, a user is required to review and agree to Google’s usage license.
LLM NameCodegemma 1.1 2B 8bit
Repository πŸ€—https://huggingface.co/mlx-community/codegemma-1.1-2b-8bit 
Base Model(s)  google/codegemma-1.1-2b   google/codegemma-1.1-2b
Model Size2b
Required VRAM2.7 GB
Updated2025-02-05
Maintainermlx-community
Model Typegemma
Model Files  2.7 GB
Quantization Type8bit
Model ArchitectureGemmaForCausalLM
Licensegemma
Context Length8192
Model Max Length8192
Transformers Version4.40.1
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typebfloat16

Best Alternatives to Codegemma 1.1 2B 8bit

Best Alternatives
Context / RAM
Downloads
Likes
... 2B It Hermes Function Calling8K / 5.1 GB50
Gemma 1.1 2B It Bnb 4bit8K / 2.1 GB28784
Vi Gemma 2B RAG8K / 5.1 GB15613
Jenna V28K / 5.1 GB1470
Gemma 2B Bnb 4bit8K / 2.1 GB285416
Gemma 2B FT 500 Orca Maths8K / 5.1 GB1260
Jenna Gemma V0.28K / 2.1 GB750
STEMerald 2B 4bit8K / 2.2 GB791
My AwesomeFinance Model8K / 2.1 GB120
PRIME DeCyphers Final8K / 5.1 GB1251
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/codegemma-1.1-2b-8bit.

Rank the Codegemma 1.1 2B 8bit Capabilities

πŸ†˜ 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? 42577 in total.

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