Norocetacean 20B 10K GGUF by TheBloke

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Norocetacean 20B 10K GGUF is an open-source language model by TheBloke. Features: 20b LLM, VRAM: 8.3GB, License: other, Quantized, LLM Explorer Score: 0.11.

Base model:ddh0/norocetacean-2... Base model:quantized:ddh0/noro...   Gguf   Llama   Quantized   Region:us

Norocetacean 20B 10K GGUF Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Norocetacean 20B 10K GGUF Parameters and Internals

Model Type 
llama
Additional Notes 
Merged to create a model with the unique brain of Psyonic-Cetacean and the human voice of the no_robots dataset, supporting long contexts.
Training Details 
Methodology:
Merged Jeb Carter's Psyonic-Cetacean-20B with Undi's no_robots-alpaca LoRA and extended to 10240 context length via YaRN.
Context Length:
10240
Model Architecture:
Original model is Llama 2
Input Output 
Input Format:
Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: {prompt} ### Response:
LLM NameNorocetacean 20B 10K GGUF
Repository 🤗https://huggingface.co/TheBloke/Norocetacean-20B-10k-GGUF 
Model NameNorocetacean 20B 10K
Model Creatorddh0
Base Model(s)  Norocetacean 20B 10K   ddh0/Norocetacean-20b-10k
Model Size20b
Required VRAM8.3 GB
Updated2026-05-14
MaintainerTheBloke
Model Typellama
Model Files  8.3 GB   10.6 GB   9.7 GB   8.7 GB   11.3 GB   12.0 GB   11.3 GB   13.8 GB   14.2 GB   13.8 GB   16.4 GB   21.2 GB
GGUF QuantizationYes
Quantization Typegguf
Model ArchitectureAutoModel
Licenseother

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

Rank the Norocetacean 20B 10K GGUF Capabilities

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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  

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Release v20260328a