Codes 7B Spider by seeklhy

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  Autotrain compatible   Codegen   Endpoints compatible   Gpt bigcode   Pytorch   Region:us   Sharded
Model Card on HF ๐Ÿค—: https://huggingface.co/seeklhy/codes-7b-spider 

Codes 7B Spider Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Codes 7B Spider (seeklhy/codes-7b-spider)
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Codes 7B Spider Parameters and Internals

LLM NameCodes 7B Spider
Repository ๐Ÿค—https://huggingface.co/seeklhy/codes-7b-spider 
Model Size7b
Required VRAM29.4 GB
Updated2025-09-16
Maintainerseeklhy
Model Typegpt_bigcode
Model Files  9.9 GB: 1-of-3   10.0 GB: 2-of-3   9.5 GB: 3-of-3
Generates CodeYes
Model ArchitectureGPTBigCodeForCausalLM
Transformers Version4.32.0
Tokenizer ClassGPT2Tokenizer
Vocabulary Size49152
Torch Data Typefloat32
Activation Functiongelu

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Codes 7B0K / 29.4 GB11517
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Note: green Score (e.g. "73.2") means that the model is better than seeklhy/codes-7b-spider.

Rank the Codes 7B Spider 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