What are the hardware requirements for Codegemma 1.1 7B It 8bit?

Codegemma 1.1 7B It 8bit requires approximately 9.1 GB of VRAM and supports a context window of 8K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Codegemma 1.1 7B It 8bit and how large is it?

Codegemma 1.1 7B It 8bit is developed by mlx-community, a model with 7b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate Codegemma 1.1 7B It 8bit?

Codegemma 1.1 7B It 8bit is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Codegemma 1.1 7B It 8bit by mlx-community — VRAM 9.1GB, 8K context

Name: Codegemma 1.1 7B It 8bit
Author: mlx-community

Codegemma 1.1 7B It 8bit is an open-source language model by mlx-community. Features: 7b LLM, VRAM: 9.1GB, Context: 8K, License: gemma, Quantized, LLM Explorer Score: 0.12.

8bit Base model:finetune:google/cod... Base model:google/codegemma-1.... Endpoints compatible Gemma Mlx Quantized Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/mlx-community/codegemma-1.1-7b-it-8bit

Codegemma 1.1 7B It 8bit Parameters and Internals

Model Type

text-generation

LLM Name	Codegemma 1.1 7B It 8bit
Repository 🤗	https://huggingface.co/mlx-community/codegemma-1.1-7b-it-8bit
Base Model(s)	google/codegemma-1.1-7b-it google/codegemma-1.1-7b-it
Model Size	7b
Required VRAM	9.1 GB
Updated	2026-07-27
Maintainer	mlx-community
Model Type	gemma
Model Files	5.3 GB: 1-of-2 3.8 GB: 2-of-2
Quantization Type	8bit
Model Architecture	GemmaForCausalLM
License	gemma
Context Length	8192
Model Max Length	8192
Transformers Version	4.40.1
Tokenizer Class	GemmaTokenizer
Padding Token	<pad>
Vocabulary Size	256000
Torch Data Type	bfloat16

Rank the Codegemma 1.1 7B It 8bit capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

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

Best Alternatives to Codegemma 1.1 7B It 8bit

Best Alternatives	Context / RAM	Downloads	Likes
...t Cleaner Gemma 32k Merged 16b	31K / 17.1 GB	7	0
...ruct Malayalam Model Vllm 4bit	16K / 5.6 GB	5	0
Gemma 1.1 7B It 4bit	8K / 5.9 GB	68	4
Gemma 1.1 7B It 4bit	8K / 5.9 GB	5	1
Gemma 7B 8bit	8K / 9.4 GB	3	1
... Codegemma 2 7B It Alpaca V1.2	8K / 17.1 GB	35	0
Codegemma 7B It 8bit	8K / 9.5 GB	203	6
Fbt Gemma 7B	8K / 17.1 GB	18	0
Codegemma 7B It 4bit	8K / 5.9 GB	89	2
Codegemma 7B 4bit	8K / 5.9 GB	48	0

Note: green Score (e.g. "73.2") means that the model is better than mlx-community/codegemma-1.1-7b-it-8bit.