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SlimOrca 13B GPTQ by TheBloke

 »  All LLMs  »  TheBloke  »  SlimOrca 13B GPTQ   URL Share it on

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  4-bit   Autotrain compatible Base model:ajibawa-2023/slimor... Base model:quantized:ajibawa-2... Dataset:ajibawa-2023/slimorca-...   Dataset:open-orca/slimorca   En   Gptq   Llama   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/SlimOrca-13B-GPTQ 

SlimOrca 13B GPTQ Benchmarks

LLME Score: 0.12617
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
SlimOrca 13B GPTQ (TheBloke/SlimOrca-13B-GPTQ)
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SlimOrca 13B GPTQ Parameters and Internals

Model Type 
llama
Use Cases 
Areas:
General Purpose content generation
Applications:
Q&A; (including multiple choice), Articles from Summary, Sentiment Analysis, Context & Hypothesis, Reviews, Erotic story generation
Limitations:
Uses uncensored content generation, caution advised
Supported Languages 
en (proficient)
Training Details 
Data Sources:
Open-Orca/SlimOrca, ajibawa-2023/SlimOrca-ShareGPT
Data Volume:
517981 sets of conversations
Methodology:
Full fine tuning on Llama-2 by Meta
Training Time:
11 Days with Azure 4 x A100 80GB GPUs over 3 epochs
Hardware Used:
Azure 4 x A100 80GB
Model Architecture:
Llama-2 by Meta
LLM NameSlimOrca 13B GPTQ
Repository 🤗https://huggingface.co/TheBloke/SlimOrca-13B-GPTQ 
Model NameSlimOrca 13B
Model CreatorFeynman Innovations
Base Model(s)  SlimOrca 13B   ajibawa-2023/SlimOrca-13B
Model Size13b
Required VRAM7.3 GB
Updated2025-08-20
MaintainerTheBloke
Model Typellama
Model Files  7.3 GB
Supported Languagesen
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-nd-4.0
Context Length4096
Model Max Length4096
Transformers Version4.35.2
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/SlimOrca-13B-GPTQ.

Rank the SlimOrca 13B 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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