Google Gemma 7B 4 Bit Gptq by SotiriosKastanas

 ยป  All LLMs  ยป  SotiriosKastanas  ยป  Google Gemma 7B 4 Bit Gptq   URL Share it on

  Arxiv:1910.09700   4-bit   Autotrain compatible   Endpoints compatible   Gemma   Gptq   Quantized   Region:us   Safetensors

Google Gemma 7B 4 Bit Gptq Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Google Gemma 7B 4 Bit Gptq (SotiriosKastanas/google-gemma-7b-4-bit-gptq)

Google Gemma 7B 4 Bit Gptq Parameters and Internals

LLM NameGoogle Gemma 7B 4 Bit Gptq
Repository ๐Ÿค—https://huggingface.co/SotiriosKastanas/google-gemma-7b-4-bit-gptq 
Model Size7b
Required VRAM5.6 GB
Updated2024-12-22
MaintainerSotiriosKastanas
Model Typegemma
Model Files  5.6 GB
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureGemmaForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.41.2
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typefloat16

Best Alternatives to Google Gemma 7B 4 Bit Gptq

Best Alternatives
Context / RAM
Downloads
Likes
Codegemma 7B It GPTQ8K / 7.2 GB181
Gemma 1.1 7B It GPTQ8K / 7.2 GB221
Google Gemma 7B 8 Bit Gptq8K / 9.5 GB150
Gemma 7B Instruct GPTQ 4bit8K / 5.6 GB130
CodeGemma 7B GPTQ8K / 7.2 GB440
Codegemma 1.1 7B It GPTQ8K / 7.2 GB171
SeaLLM 7B V2.5 4bit8K / 7.2 GB51
Gemma 7B GPTQ8K / 7.2 GB3160
Gemma 7B It GPTQ8K / 7.2 GB160
...t Cleaner Gemma 32k Merged 16b31K / 17.1 GB170
Note: green Score (e.g. "73.2") means that the model is better than SotiriosKastanas/google-gemma-7b-4-bit-gptq.

Rank the Google Gemma 7B 4 Bit Gptq 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? 40066 in total.

Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217