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Starcoderplus Guanaco GPT4 15B V1.0 GPTQ by TheBloke

 »  All LLMs  »  TheBloke  »  Starcoderplus Guanaco GPT4 15B V1.0 GPTQ   URL Share it on

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  4-bit   Autotrain compatible   Codegen   Dataset:guanaco   En   Gpt bigcode   Gptq   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/Starcoderplus-Guanaco-GPT4-15B-V1.0-GPTQ 

Starcoderplus Guanaco GPT4 15B V1.0 GPTQ Benchmarks

LLME Score: 0.09427
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Starcoderplus Guanaco GPT4 15B V1.0 GPTQ (TheBloke/Starcoderplus-Guanaco-GPT4-15B-V1.0-GPTQ)
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Starcoderplus Guanaco GPT4 15B V1.0 GPTQ Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
research, commercial applications
Applications:
question-answering, text summarization, essay writing, translation
Primary Use Cases:
English language question-answering systems
Limitations:
Knowledge is up-to-date only until training time., Can produce incorrect or nonsensical responses
Considerations:
Use as a tool to assist in generating text.
Supported Languages 
en (Full proficiency)
Training Details 
Data Sources:
openassistant-guanaco dataset (re-imagined using GPT-4 answers)
Methodology:
Finetuned using QLORA.
Model Architecture:
Starcoderplus
Input Output 
Input Format:
### Human: {prompt} ### Assistant:
Accepted Modalities:
text
Output Format:
text
LLM NameStarcoderplus Guanaco GPT4 15B V1.0 GPTQ
Repository 🤗https://huggingface.co/TheBloke/Starcoderplus-Guanaco-GPT4-15B-V1.0-GPTQ 
Base Model(s)  LoupGarou/Starcoderplus-Guanaco-GPT4-15B-V1.0   LoupGarou/Starcoderplus-Guanaco-GPT4-15B-V1.0
Model Size15b
Required VRAM9.2 GB
Updated2025-09-23
MaintainerTheBloke
Model Typegpt_bigcode
Model Files  9.2 GB
Supported Languagesen
GPTQ QuantizationYes
Quantization Typegptq
Generates CodeYes
Model ArchitectureGPTBigCodeForCausalLM
Licenseapache-2.0
Transformers Version4.28.1
Tokenizer ClassGPT2Tokenizer
Vocabulary Size49152
Torch Data Typefloat32
Activation Functiongelu

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/Starcoderplus-Guanaco-GPT4-15B-V1.0-GPTQ.

Rank the Starcoderplus Guanaco GPT4 15B V1.0 GPTQ 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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