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Nucleus 22B Token 500B GPTQ by TheBloke

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Nucleus 22B Token 500B GPTQ is an open-source language model by TheBloke. Features: 22b LLM, VRAM: 11.6GB, Context: 2K, License: mit, Quantized, LLM Explorer Score: 0.1.

  4-bit Base model:nucleusai/nucleus-2... Base model:quantized:nucleusai...   En   Gptq   Llama   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/nucleus-22B-token-500B-GPTQ 

Nucleus 22B Token 500B GPTQ Benchmarks

LLME Score: 0.10466
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Nucleus 22B Token 500B GPTQ (TheBloke/nucleus-22B-token-500B-GPTQ)
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Nucleus 22B Token 500B GPTQ Parameters and Internals

Model Type 
causal decoder-only
Use Cases 
Areas:
Research
Applications:
Large language models, Summarization, Text generation, Chatbots
Primary Use Cases:
Foundation for further specialization and finetuning
Limitations:
Not suitable for production use without adequate assessment of risks
Considerations:
Bias and stereotypical content may exist.
Additional Notes 
The model performs well compared to similar-sized open-source models owing to its training on a large corpus.
Supported Languages 
English (primary)
Training Details 
Data Sources:
RefinedWeb-English, Books, Code, Technical, Math
Data Volume:
500B tokens
Context Length:
2048
Training Time:
two weeks in early August 2023
Hardware Used:
256 A100 80GB GPUs
Model Architecture:
similar to Llama [7B]
Responsible Ai Considerations 
Fairness:
The model may carry stereotypes and biases from the web.
Mitigation Strategies:
Finetuning for specific tasks and implementing guardrails for production use are recommended.
LLM NameNucleus 22B Token 500B GPTQ
Repository 🤗https://huggingface.co/TheBloke/nucleus-22B-token-500B-GPTQ 
Model NameNucleus 22B Token 500B
Model CreatorNucleusAI
Base Model(s)  Nucleus 22B Token 500B   NucleusAI/nucleus-22B-token-500B
Model Size22b
Required VRAM11.6 GB
Updated2026-04-08
MaintainerTheBloke
Model Typellama
Model Files  11.6 GB
Supported Languagesen
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureLlamaForCausalLM
Licensemit
Context Length2048
Model Max Length2048
Transformers Version4.35.2
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/nucleus-22B-token-500B-GPTQ.

Rank the Nucleus 22B Token 500B GPTQ Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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