Airoboros 13B Gpt4 1.4 SuperHOT 8K GPTQ by TheBloke

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  4-bit   Autotrain compatible   Custom code   Ext 8k   Gptq   Llama   Quantized   Region:us   Safetensors

Airoboros 13B Gpt4 1.4 SuperHOT 8K GPTQ Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Airoboros 13B Gpt4 1.4 SuperHOT 8K GPTQ (TheBloke/airoboros-13b-gpt4-1.4-SuperHOT-8K-GPTQ)
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Airoboros 13B Gpt4 1.4 SuperHOT 8K GPTQ Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
Research
Applications:
Non-commercial research applications, Conversational agents, Context-aware responses
Primary Use Cases:
Text and conversational understanding with extended context capabilities
Limitations:
Not suitable for commercial applications
Considerations:
Designed for research use respecting the licensing constraints of the base model and datasets used in training.
Additional Notes 
Increased context size provides unique opportunities for extended dialogue or tasks with considerable preceding context.
Training Details 
Data Sources:
Generated synthetic data from GPT-4
Data Volume:
Unavailable
Methodology:
Fine-tuning with synthetic data following specific prompt formats.
Context Length:
8192
Training Time:
Unavailable
Model Architecture:
Quantized 4bit model with increased context handling
Input Output 
Input Format:
Prompt-response formatted text
Accepted Modalities:
text
Output Format:
Textual response fitting the given context
Performance Tips:
Ensure prompt follows the specified template for optimal performance.
Release Notes 
Version:
1.4
Date:
2023-06-25
Notes:
Re-uploaded with a slightly earlier checkpoint for improved generalization.
LLM NameAiroboros 13B Gpt4 1.4 SuperHOT 8K GPTQ
Repository ๐Ÿค—https://huggingface.co/TheBloke/airoboros-13b-gpt4-1.4-SuperHOT-8K-GPTQ 
Model Size13b
Required VRAM7.5 GB
Updated2025-08-22
MaintainerTheBloke
Model Typellama
Model Files  7.5 GB
GPTQ QuantizationYes
Context Length8k
Quantization Typegptq
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length8192
Model Max Length8192
Transformers Version4.30.0.dev0
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/airoboros-13b-gpt4-1.4-SuperHOT-8K-GPTQ.

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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  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124