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Airoboros 13B SuperHOT 8K 4bit GPTQ by flashvenom

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  4bit   Autotrain compatible   Endpoints compatible   Ext 8k   Gptq   Llama   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/flashvenom/Airoboros-13B-SuperHOT-8K-4bit-GPTQ 

Airoboros 13B SuperHOT 8K 4bit GPTQ Benchmarks

LLME Score: 0.09227
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Airoboros 13B SuperHOT 8K 4bit GPTQ (flashvenom/Airoboros-13B-SuperHOT-8K-4bit-GPTQ)
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Airoboros 13B SuperHOT 8K 4bit GPTQ Parameters and Internals

Model Type 
text generation
Training Details 
Methodology:
SuperHOT 8K LoRA applied on top of Airoboros-13B(v1.2)
Input Output 
Performance Tips:
Requires a monkey-patch at inference to use the 8K context. Tools like exllama have the patch built-in and require use of specific parameters like '-cpe 2 -l 4096' for 4K context scaling.
LLM NameAiroboros 13B SuperHOT 8K 4bit GPTQ
Repository 🤗https://huggingface.co/flashvenom/Airoboros-13B-SuperHOT-8K-4bit-GPTQ 
Model Size13b
Required VRAM7.3 GB
Updated2025-09-23
Maintainerflashvenom
Model Typellama
Model Files  7.3 GB
GPTQ QuantizationYes
Context Length8k
Quantization Typegptq|4bit
Model ArchitectureLlamaForCausalLM
Context Length2048
Model Max Length2048
Transformers Version4.28.0
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 flashvenom/Airoboros-13B-SuperHOT-8K-4bit-GPTQ.

Rank the Airoboros 13B SuperHOT 8K 4bit 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 v20241124
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