Starcoderplus GPTQ by TheBloke

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  Arxiv:1911.02150   Arxiv:2205.14135   Arxiv:2207.14255   Arxiv:2305.06161   4-bit   Autotrain compatible   Code   Codegen Dataset:bigcode/the-stack-dedu... Dataset:tiiuae/falcon-refinedw...   Gpt bigcode   Gptq   Quantized   Region:us   Safetensors

Starcoderplus GPTQ Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Starcoderplus GPTQ Parameters and Internals

LLM NameStarcoderplus GPTQ
Repository ๐Ÿค—https://huggingface.co/TheBloke/starcoderplus-GPTQ 
Model Size2.6b
Required VRAM8.9 GB
Updated2024-09-07
MaintainerTheBloke
Model Typegpt_bigcode
Model Files  8.9 GB
GPTQ QuantizationYes
Quantization Typegptq
Generates CodeYes
Model ArchitectureGPTBigCodeForCausalLM
Licensebigcode-openrail-m
Transformers Version4.30.0.dev0
Tokenizer ClassGPT2Tokenizer
Vocabulary Size49152
Torch Data Typefloat16
Activation Functiongelu
Starcoderplus GPTQ (TheBloke/starcoderplus-GPTQ)

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/starcoderplus-GPTQ.

Rank the Starcoderplus 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803