What are the hardware requirements for Deita 20B?

Deita 20B requires approximately 39.8 GB of VRAM and supports a context window of 32K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Deita 20B and how large is it?

Deita 20B is developed by KnutJaegersberg, a model with 20b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

How does Deita 20B perform on standard benchmarks?

Deita 20B has the following published scores: MMLU 67.4. Compare against reference models on this page or on the LLM Explorer leaderboards.

Deita 20B by KnutJaegersberg — VRAM 39.8GB, 32K context

Name: Deita 20B
Author: KnutJaegersberg

Deita 20B is an open-source language model by KnutJaegersberg. Features: 20b LLM, VRAM: 39.8GB, Context: 32K, License: other, LLM Explorer Score: 0.12, Arc: 63.9, HellaSwag: 83.1, MMLU: 67.4, GSM8K: 72.1.

Dataset:knutjaegersberg/deita-... Endpoints compatible Llama Model-index Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/KnutJaegersberg/Deita-20b

Deita 20B Parameters and Internals

Model Type

text-generation

LLM Name	Deita 20B
Repository 🤗	https://huggingface.co/KnutJaegersberg/Deita-20b
Model Size	20b
Required VRAM	39.8 GB
Updated	2026-06-04
Maintainer	KnutJaegersberg
Model Type	llama
Model Files	4.8 GB: 1-of-9 5.0 GB: 2-of-9 5.0 GB: 3-of-9 4.9 GB: 4-of-9 5.0 GB: 5-of-9 5.0 GB: 6-of-9 4.9 GB: 7-of-9 4.1 GB: 8-of-9 1.1 GB: 9-of-9
Model Architecture	LlamaForCausalLM
License	other
Context Length	32768
Model Max Length	32768
Transformers Version	4.37.2
Is Biased	0
Tokenizer Class	LlamaTokenizer
Padding Token	</s>
Vocabulary Size	92544
Torch Data Type	float16

Rank the Deita 20B 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 Deita 20B

Best Alternatives	Context / RAM	Downloads	Likes
Internlm2 5 20B Llamafied	256K / 39.9 GB	7	5
EAGLE3 GPT Oss 20B	128K / 0.7 GB	507	0
Stellaris Internlm2 20B R512	32K / 39.8 GB	12	3
Internlm2 Chat 20B Llama Old	32K / 39.6 GB	8	3
Internlm2 Base 20B Llama	32K / 39.6 GB	6	3
Internlm2 Base 20B Llama	32K / 39.6 GB	6	0
Internlm2 20B Llama	32K / 39.6 GB	81	20
Bagel 20B V04 Llama	32K / 39.6 GB	6	7
Bagel DPO 20B V04 Llama	32K / 39.6 GB	7	3
Internlm2 Limarp Chat 20B	32K / 39.6 GB	10	3

Note: green Score (e.g. "73.2") means that the model is better than KnutJaegersberg/Deita-20b.