Codes 7B by seeklhy

 ยป  All LLMs  ยป  seeklhy  ยป  Codes 7B   URL Share it on

  Autotrain compatible   Code   Codegen   Codegen   Endpoints compatible   Gpt bigcode   Pytorch   Region:us   Sharded   Sql   Sql   Sql generation   Text2sql
Model Card on HF ๐Ÿค—: https://huggingface.co/seeklhy/codes-7b 

Codes 7B 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 (seeklhy/codes-7b)
๐ŸŒŸ Advertise your project ๐Ÿš€

Codes 7B Parameters and Internals

Model Type 
SQL generation, Text-to-SQL
Training Details 
Methodology:
Incrementally pre-trained on top of StarCoderBase-3B
Context Length:
8192
LLM NameCodes 7B
Repository ๐Ÿค—https://huggingface.co/seeklhy/codes-7b 
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
Supported Languagescode
Generates CodeYes
Model ArchitectureGPTBigCodeForCausalLM
Licenseapache-2.0
Transformers Version4.32.0
Tokenizer ClassGPT2Tokenizer
Vocabulary Size49152
Torch Data Typefloat32
Activation Functiongelu

Best Alternatives to Codes 7B

Best Alternatives
Context / RAM
Downloads
Likes
Codes 7B Merged0K / 29.4 GB230
Codes 7B Spider0K / 29.4 GB100
Codes 7B Bird With Evidence0K / 29.4 GB1020
Starcoderbase 7B0K / 30.2 GB101
Starcoderbase 7B0K / 30.2 GB61
Codes 7B Bird0K / 29.4 GB80

Rank the Codes 7B Capabilities

๐Ÿ†˜ 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! ๐ŸŒŸ

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? 51408 in total.

Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124