Norocetacean 20B 10K GPTQ by TheBloke

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Norocetacean 20B 10K GPTQ is an open-source language model by TheBloke. Features: 20b LLM, VRAM: 10.5GB, Context: 10K, License: other, Quantized, LLM Explorer Score: 0.11.

  4-bit Base model:ddh0/norocetacean-2... Base model:quantized:ddh0/noro...   Custom code   Gptq   Llama   Quantized   Region:us   Safetensors

Norocetacean 20B 10K GPTQ 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 GPTQ Parameters and Internals

Model Type 
llama
Additional Notes 
This model is a merge of Psyonic-Cetacean-20B with a no_robots-alpaca LoRA and has been extended to 10240 context length using YaRN. The overall goal was to blend unique aspects of the two underlying datasets while enhancing capability for long context interactions.
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 GPTQ
Repository 🤗https://huggingface.co/TheBloke/Norocetacean-20B-10k-GPTQ 
Model NameNorocetacean 20B 10K
Model Creatorddh0
Base Model(s)  Norocetacean 20B 10K   ddh0/Norocetacean-20b-10k
Model Size20b
Required VRAM10.5 GB
Updated2026-05-06
MaintainerTheBloke
Model Typellama
Model Files  10.5 GB
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length10240
Model Max Length10240
Transformers Version4.37.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token[PAD]
Vocabulary Size32000
Torch Data Typefloat16

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

Rank the Norocetacean 20B 10K GPTQ 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