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Codes 1B Spider by seeklhy

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Codes 1B Spider is an open-source language model by seeklhy. Features: 1b LLM, VRAM: 4.5GB, Code Generating, LLM Explorer Score: 0.1.

  Codegen   Endpoints compatible   Gpt bigcode   Pytorch   Region:us
Model Card on HF 🤗: https://huggingface.co/seeklhy/codes-1b-spider 

Codes 1B Spider Benchmarks

LLME Score: 0.09641
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Codes 1B Spider (seeklhy/codes-1b-spider)
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Codes 1B Spider Parameters and Internals

LLM NameCodes 1B Spider
Repository 🤗https://huggingface.co/seeklhy/codes-1b-spider 
Model Size1b
Required VRAM4.5 GB
Updated2026-04-26
Maintainerseeklhy
Model Typegpt_bigcode
Model Files  4.5 GB
Generates CodeYes
Model ArchitectureGPTBigCodeForCausalLM
Transformers Version4.32.0
Tokenizer ClassGPT2Tokenizer
Vocabulary Size49152
Torch Data Typefloat32
Activation Functiongelu_pytorch_tanh

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Note: green Score (e.g. "73.2") means that the model is better than seeklhy/codes-1b-spider.

Rank the Codes 1B Spider 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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