What are the hardware requirements for Norocetacean 20B 10K?

Norocetacean 20B 10K requires approximately 39.9 GB of VRAM and supports a context window of 10K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Norocetacean 20B 10K and how large is it?

Norocetacean 20B 10K is developed by ddh0, a model with 20b 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 Norocetacean 20B 10K?

Norocetacean 20B 10K is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Norocetacean 20B 10K by ddh0 — VRAM 39.9GB, 10K context

Name: Norocetacean 20B 10K
Author: ddh0

Norocetacean 20B 10K is an open-source language model by ddh0. Features: 20b LLM, VRAM: 39.9GB, Context: 10K, License: other, LLM Explorer Score: 0.1.

Custom code Endpoints compatible Llama Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/ddh0/Norocetacean-20b-10k

Norocetacean 20B 10K Parameters and Internals

Model Type

text generation

Additional Notes

The model has a context length of 10240 tokens via YaRN, extended from an original length of 4096 tokens. It combines Psyonic-Cetacean-20B and no_robots-alpaca LoRA.

Input Output

Input Format:

Alpaca prompt format

Performance Tips:

For best results, customize the system prompt.

LLM Name	Norocetacean 20B 10K
Repository 🤗	https://huggingface.co/ddh0/Norocetacean-20b-10k
Model Size	20b
Required VRAM	39.9 GB
Updated	2026-08-04
Maintainer	ddh0
Model Type	llama
Model Files	9.9 GB: 1-of-5 9.9 GB: 2-of-5 9.9 GB: 3-of-5 9.9 GB: 4-of-5 0.3 GB: 5-of-5
Model Architecture	LlamaForCausalLM
License	other
Context Length	10240
Model Max Length	10240
Transformers Version	4.36.1
Tokenizer Class	LlamaTokenizer
Padding Token	[PAD]
Vocabulary Size	32000
Torch Data Type	float16

Rank the Norocetacean 20B 10K 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

Quantized Models of the Norocetacean 20B 10K

Model	Likes	Downloads	VRAM
Norocetacean 20B 10K GGUF	6	145	8 GB
Norocetacean 20B 10K AWQ	2	11	10 GB
Norocetacean 20B 10K GPTQ	2	9	10 GB

Best Alternatives to Norocetacean 20B 10K

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
Deita 20B	32K / 39.8 GB	63	1
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

Note: green Score (e.g. "73.2") means that the model is better than ddh0/Norocetacean-20b-10k.