What are the hardware requirements for Medgemma 27B Text It Unsloth Bnb 4bit?

Medgemma 27B Text It Unsloth Bnb 4bit requires approximately 16.6 GB of VRAM and supports a context window of 128K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Medgemma 27B Text It Unsloth Bnb 4bit and how large is it?

Medgemma 27B Text It Unsloth Bnb 4bit is developed by unsloth, a model with 27b 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 Medgemma 27B Text It Unsloth Bnb 4bit?

Medgemma 27B Text It Unsloth Bnb 4bit is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Medgemma 27B Text It Unsloth Bnb 4bit by unsloth — VRAM 16.6GB, 128K context

Name: Medgemma 27B Text It Unsloth Bnb 4bit
Author: unsloth

Medgemma 27B Text It Unsloth Bnb 4bit is an open-source language model by unsloth. Features: 27b LLM, VRAM: 16.6GB, Context: 128K, License: other, Quantized, LLM Explorer Score: 0.19.

Arxiv:2009.13081 Arxiv:2102.09542 Arxiv:2303.15343 Arxiv:2411.15640 Arxiv:2501.18362 Arxiv:2501.19393 4-bit 4bit Base model:google/medgemma-27b... Base model:quantized:google/me... Bitsandbytes Conversational Endpoints compatible Gemma3 text Image-text-to-text Medical Quantized Region:us Safetensors Sharded Tensorflow Unsloth Unsloth - clinical-reasoning -...

Model Card on HF 🤗: https://huggingface.co/unsloth/medgemma-27b-text-it-unsloth-bnb-4bit

Medgemma 27B Text It Unsloth Bnb 4bit Parameters and Internals

LLM Name	Medgemma 27B Text It Unsloth Bnb 4bit
Repository 🤗	https://huggingface.co/unsloth/medgemma-27b-text-it-unsloth-bnb-4bit
Base Model(s)	google/medgemma-27b-text-it google/medgemma-27b-text-it
Model Size	27b
Required VRAM	16.6 GB
Updated	2026-08-01
Maintainer	unsloth
Model Type	gemma3_text
Model Files	5.0 GB: 1-of-4 5.0 GB: 2-of-4 4.9 GB: 3-of-4 1.7 GB: 4-of-4
Quantization Type	4bit
Model Architecture	Gemma3ForCausalLM
License	other
Context Length	131072
Model Max Length	131072
Transformers Version	4.52.1
Tokenizer Class	GemmaTokenizer
Padding Token	<pad>
Vocabulary Size	262144
Torch Data Type	bfloat16

Rank the Medgemma 27B Text It Unsloth Bnb 4bit 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 Medgemma 27B Text It Unsloth Bnb 4bit

Best Alternatives	Context / RAM	Downloads	Likes
Medgemma 27B Text It Bnb 4bit	128K / 16.1 GB	1126	3
Medgemma 27B Text It 4bit	128K / 16 GB	234	3
Medgemma 27B Text It 8bit	128K / 30.3 GB	129	2
Gemma 3 27B It Qat Abliterated	128K / 108.9 GB	23	20
Fanar 2 27B Instruct	128K / 54.4 GB	10917	11
Medgemma 27B Text It GPTQ 4bit	128K / 16.2 GB	648	3
Medgemma 27B Text It GGUF	128K / 6.5 GB	4288	73
YanoljaNEXT Rosetta 27B 2511	128K / 57.2 GB	33	35
Medgemma 27B Text Heretic Med	128K / 54.4 GB	50	8
Medgemma 27B Text It	128K / 54.4 GB	1217	8

Note: green Score (e.g. "73.2") means that the model is better than unsloth/medgemma-27b-text-it-unsloth-bnb-4bit.