What are the hardware requirements for Nemo DPO V20?

Nemo DPO V20 requires approximately 24.5 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 Nemo DPO V20 and how large is it?

Nemo DPO V20 is developed by cloudyu, a model with 12.2b 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 Nemo DPO V20?

Nemo DPO V20 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Nemo DPO V20 by cloudyu — VRAM 24.5GB, 128K context

Name: Nemo DPO V20
Author: cloudyu

Nemo DPO V20 is an open-source language model by cloudyu. Features: 12.2b LLM, VRAM: 24.5GB, Context: 128K, LLM Explorer Score: 0.16.

Mistral Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/cloudyu/Nemo-DPO-V20

Nemo DPO V20 Parameters and Internals

LLM Name	Nemo DPO V20
Repository 🤗	https://huggingface.co/cloudyu/Nemo-DPO-V20
Model Size	12.2b
Required VRAM	24.5 GB
Updated	2026-03-29
Maintainer	cloudyu
Model Type	mistral
Model Files	4.9 GB: 1-of-5 4.9 GB: 2-of-5 4.9 GB: 3-of-5 4.9 GB: 4-of-5 4.9 GB: 5-of-5
Model Architecture	MistralForCausalLM
Context Length	131072
Model Max Length	131072
Transformers Version	4.46.3
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	</s>
Vocabulary Size	131072
Torch Data Type	float16

Rank the Nemo DPO V20 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 Nemo DPO V20

Best Alternatives	Context / RAM	Downloads	Likes
...aptain Eris Violet GRPO V0.420	1000K / 24.5 GB	23	24
...istral Nemo Instruct 2407 MPOA	1000K / 24.5 GB	37	3
...ish Mistral Nemo Instruct 2407	1000K / 24.5 GB	77	2
Mistral Nemo Kurdish	1000K / 24.5 GB	37	3
Violet Twilight V0.2	1000K / 24.5 GB	66	49
Tess Embed Fix Maybe	1000K / 24.5 GB	13	0
Funny Nemo Embedding Testing	1000K / 24.5 GB	5	1
12BTRU	1000K / 24.5 GB	21	0
Another Strange Nemo Model	1000K / 24.5 GB	6	0
A Strange Nemo Model	1000K / 24.5 GB	5	0

Note: green Score (e.g. "73.2") means that the model is better than cloudyu/Nemo-DPO-V20.