What are the hardware requirements for Linne Oak 1 0?

Linne Oak 1 0 requires approximately 62.6 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Linne Oak 1 0 and how large is it?

Linne Oak 1 0 is developed by PNPM244, a model with 31b 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 Linne Oak 1 0?

Linne Oak 1 0 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Linne Oak 1 0 by PNPM244 — VRAM 62.6GB

Name: Linne Oak 1 0
Author: PNPM244

Linne Oak 1 0 is an open-source language model by PNPM244. Features: 31b LLM, VRAM: 62.6GB, License: apache-2.0, LLM Explorer Score: 0.3.

Agent-safety Ar Base model:finetune:google/gem... Base model:google/gemma-4-31b-... Calibrated Classification Conversational Decision-index Decision-model En Endpoints compatible Fact-verification Gemma4 Guard-model Image-text-to-text Jev Jev-decision Nli Noncausal Region:us Routing Safetensors Sharded Tensorflow Tool-use Unsloth Vi

Model Card on HF 🤗: https://huggingface.co/PNPM244/linne-oak-1-0

Linne Oak 1 0 Parameters and Internals

LLM Name	Linne Oak 1 0
Repository 🤗	https://huggingface.co/PNPM244/linne-oak-1-0
Base Model(s)	Gemma 4 31B It google/gemma-4-31B-it
Model Size	31b
Required VRAM	62.6 GB
Updated	2026-10-19
Maintainer	PNPM244
Model Type	gemma4
Model Files	49.8 GB: 1-of-2 12.8 GB: 2-of-2
Supported Languages	en vi ar
Model Architecture	Gemma4ForConditionalGeneration
License	apache-2.0
Transformers Version	5.5.0.dev0
Tokenizer Class	GemmaTokenizer
Padding Token	<pad>

Rank the Linne Oak 1 0 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 Linne Oak 1 0

Best Alternatives	Context / RAM	Downloads	Likes
Gemma 4 31B It	0K / 62.6 GB	10706625	2780
Gemma 4 31B It	0K / 62.6 GB	30339	22
Gemma 4 31B IT NVFP4	0K / 32.6 GB	2773900	547
Gemma 4 31B	0K / 62.6 GB	1785	19
Gemma 4 31B JANG 4M CRACK	0K / 22.6 GB	24056	1704
Gemma 4 31B	0K / 62.6 GB	694395	498
Gemma 4 31B It FP8 Block	0K / 33.3 GB	3798582	44
Quyet 1.0 Large	0K / 62.6 GB	1128	42
Gemma 4 31B It NVFP4	0K / 23.3 GB	1115539	57
Gemma 4 31B It Abliterated	0K / 62.5 GB	751355	24

Note: green Score (e.g. "73.2") means that the model is better than PNPM244/linne-oak-1-0.