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Gpt4 Alpaca Lora 13B GPTQ by TheBloke

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  4-bit   Alpaca   Autotrain compatible   Chat   En   Gpt4   Gptq   Llama   Lora   Pytorch   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/gpt4-alpaca-lora-13B-GPTQ 

Gpt4 Alpaca Lora 13B GPTQ Benchmarks

ARC: 59.56 vs 96.7 (so35)-38.4%
HellaSwag: 82.09 vs 95.3 (gpt4)-13.9%
MMLU: 47.48 vs 88.3 (so35)-46.2%
TruthfulQA: 48.96 vs 59 (gpt4)-17%
WinoGrande: 76.72 vs 87.5 (gpt4)-12.3%
GSM8K: 9.1 vs 96.4 (so35)-90.6%
LLME Score: 0.10425
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Gpt4 Alpaca Lora 13B GPTQ (TheBloke/gpt4-alpaca-lora-13B-GPTQ)
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Gpt4 Alpaca Lora 13B GPTQ Parameters and Internals

Model Type 
text2text-generation
Use Cases 
Areas:
research, commercial applications
Applications:
chatbot, language model
Primary Use Cases:
text generation, chat interfaces
Supported Languages 
English (Primary)
Training Details 
Data Sources:
alpaca_data_gpt4.json
Methodology:
Instruction following fine-tuning
Context Length:
512
Hardware Used:
8xA100(40G) DGX system
Model Architecture:
LoRA checkpoint for LLaMA
LLM NameGpt4 Alpaca Lora 13B GPTQ
Repository 🤗https://huggingface.co/TheBloke/gpt4-alpaca-lora-13B-GPTQ 
Base Model(s)  Gpt4 Alpaca Lora 13B HF   TheBloke/gpt4-alpaca-lora-13B-HF
Model Size13b
Required VRAM7.3 GB
Updated2025-09-27
MaintainerTheBloke
Model Typellama
Model Files  7.3 GB
Supported Languagesen
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length2048
Model Max Length2048
Transformers Version4.29.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
LoRA ModelYes
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/gpt4-alpaca-lora-13B-GPTQ.

Rank the Gpt4 Alpaca Lora 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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Release v20241124
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