Code Generation Model by ajaythumu

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  Arxiv:1910.09700   Autotrain compatible   Codegen   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow

Code Generation Model Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Code Generation Model (ajaythumu/code_generation_model)

Code Generation Model Parameters and Internals

LLM NameCode Generation Model
Repository ๐Ÿค—https://huggingface.co/ajaythumu/code_generation_model 
Model Size7b
Required VRAM13.5 GB
Updated2025-02-22
Maintainerajaythumu
Model Typellama
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   3.6 GB: 3-of-3
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Context Length16384
Model Max Length16384
Transformers Version4.41.2
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than ajaythumu/code_generation_model.

Rank the Code Generation Model 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  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227