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SlimOrca 13B AWQ by TheBloke

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

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

SlimOrca 13B AWQ 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 AWQ (TheBloke/SlimOrca-13B-AWQ)
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SlimOrca 13B AWQ Parameters and Internals

Model Type 
llama
Use Cases 
Applications:
General Purpose content generation, Q&A;, Articles from Summary, Sentiment Analysis, Context & Hypothesis, Reviews, Erotic story generation
Limitations:
Can generate Uncensored content
Considerations:
Responsibility lies with the user for uncensored generation.
Additional Notes 
Quantization by TheBloke using utilized AWQ method. Special thanks to Massed Compute for hardware.
Supported Languages 
en ()
Training Details 
Data Sources:
Open-Orca/SlimOrca, ajibawa-2023/SlimOrca-ShareGPT
Methodology:
full fine tuning
Training Time:
11 Days
Hardware Used:
Azure 4 x A100 80GB
Model Architecture:
Llama-2
Input Output 
Input Format:
This is a conversation with your Assistant. It is a computer program designed to help you with various tasks such as answering questions, providing recommendations, and helping with decision making. You can ask it anything you want and it will do its best to give you accurate and relevant information. Context You are a helpful AI assistant. USER: {prompt} ASSISTANT:
Accepted Modalities:
text
Output Format:
text
LLM NameSlimOrca 13B AWQ
Repository 🤗https://huggingface.co/TheBloke/SlimOrca-13B-AWQ 
Model NameSlimOrca 13B
Model CreatorFeynman Innovations
Base Model(s)  SlimOrca 13B   ajibawa-2023/SlimOrca-13B
Model Size13b
Required VRAM7.2 GB
Updated2025-08-20
MaintainerTheBloke
Model Typellama
Model Files  7.2 GB
Supported Languagesen
AWQ QuantizationYes
Quantization Typeawq
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 Typefloat16

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

Rank the SlimOrca 13B AWQ 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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Release v20241124
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