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Starcoderbase 1B GPTQ by s3nh

 »  All LLMs  »  s3nh  »  Starcoderbase 1B GPTQ   URL Share it on

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  Arxiv:2305.06161   4bit   Autotrain compatible   Codegen   En   Endpoints compatible   Gpt bigcode   Gptq   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/s3nh/starcoderbase-1b-GPTQ 

Starcoderbase 1B GPTQ Benchmarks

LLME Score: 0.09704
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Starcoderbase 1B GPTQ (s3nh/starcoderbase-1b-GPTQ)
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Starcoderbase 1B GPTQ Parameters and Internals

Model Type 
text generation
Training Details 
Data Volume:
1 trillion tokens
Methodology:
GPT-2 model with multi-query attention and Fill-in-the-Middle objective
Training Time:
11 days
Hardware Used:
128 Tesla A100 GPUs
Model Architecture:
GPT-2 model with multi-query attention and Fill-in-the-Middle objective
LLM NameStarcoderbase 1B GPTQ
Repository 🤗https://huggingface.co/s3nh/starcoderbase-1b-GPTQ 
Base Model(s)  Starcoderbase 1B Sft   abacaj/starcoderbase-1b-sft
Model Size1b
Required VRAM1 GB
Updated2025-10-09
Maintainers3nh
Model Typegpt_bigcode
Model Files  1.0 GB
Supported Languagesen
GPTQ QuantizationYes
Quantization Typegptq|4bit
Generates CodeYes
Model ArchitectureGPTBigCodeForCausalLM
Licenseopenrail
Transformers Version4.31.0
Vocabulary Size49152
Torch Data Typefloat16
Activation Functiongelu_pytorch_tanh

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Note: green Score (e.g. "73.2") means that the model is better than s3nh/starcoderbase-1b-GPTQ.

Rank the Starcoderbase 1B 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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