LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

Starcoderbase 1B GPTQ by s3nh

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

  56   
  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: 0.12125
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)

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
Updated2025-02-05
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

Best Alternatives to Starcoderbase 1B GPTQ

Best Alternatives
Context / RAM
Downloads
Likes
...ock Wizardcoder 1B Merged GPTQ0K / 1 GB61
Starcoder 1B8K /  GB81
Starcoder 1B Python0K / 2.3 GB70
CodeBarcenas 1B0K / 2.3 GB13300
...Personal Copilot T4 40GB Colab0K / 2.3 GB601
...nal Copilot A100 40GB Colab 1B0K / 2.3 GB101
Starcoderbase 1B Hf Python0K / 2.3 GB61
Codes 1B Spider0K / 4.5 GB630
Starcoderbase 1B0K / 4.5 GB1020
Starcoderbase 1B Sft0K / 2.3 GB13053
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  

What open-source LLMs or SLMs are you in search of? 42577 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
  Support LLM Explorer