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Opt 1.3B GPTQ 4bit G128 by iproskurina

 »  All LLMs  »  iproskurina  »  Opt 1.3B GPTQ 4bit G128   URL Share it on

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  Arxiv:2210.17323   4-bit   4bit   Autotrain compatible   Base model:facebook/opt-1.3b Base model:quantized:facebook/...   En   Gptq   Opt   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/iproskurina/opt-1.3b-GPTQ-4bit-g128 

Opt 1.3B GPTQ 4bit G128 Benchmarks

ARC: 29.52 vs 96.7 (so35)-69.5%
HellaSwag: 54.53 vs 95.3 (gpt4)-42.8%
MMLU: 24.96 vs 88.3 (so35)-71.7%
TruthfulQA: 38.71 vs 59 (gpt4)-34.4%
WinoGrande: 59.75 vs 87.5 (gpt4)-31.7%
GSM8K: 0.15 vs 96.4 (so35)-99.8%
LLME Score: 0.16578
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Opt 1.3B GPTQ 4bit G128 (iproskurina/opt-1.3b-GPTQ-4bit-g128)
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Opt 1.3B GPTQ 4bit G128 Parameters and Internals

Model Type 
opt, text-generation
Additional Notes 
Quantized by iproskurina using AutoGPTQ.
Supported Languages 
en (High)
LLM NameOpt 1.3B GPTQ 4bit G128
Repository 🤗https://huggingface.co/iproskurina/opt-1.3b-GPTQ-4bit-g128 
Model Nameopt-1.3b
Model Creatorfacebook
Base Model(s)  Opt 13B   facebook/opt-1.3b
Model Size1.3b
Required VRAM1.1 GB
Updated2025-09-30
Maintaineriproskurina
Model Typeopt
Model Files  1.1 GB
Supported Languagesen
GPTQ QuantizationYes
Quantization Typegptq|4bit
Model ArchitectureOPTForCausalLM
Licenseother
Context Length2048
Model Max Length2048
Transformers Version4.44.2
Tokenizer ClassGPT2Tokenizer
Padding Token<pad>
Vocabulary Size50272
Torch Data Typefloat16
Activation Functionrelu
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than iproskurina/opt-1.3b-GPTQ-4bit-g128.

Rank the Opt 1.3B GPTQ 4bit G128 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 v20241124
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