Codegen 350M Mono 18K Alpaca Python by SarthakBhatore

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  Autotrain compatible   Codegen Dataset:iamtarun/python code i...   Endpoints compatible   Instruct   Pytorch   Region:us

Codegen 350M Mono 18K Alpaca Python Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Codegen 350M Mono 18K Alpaca Python (SarthakBhatore/codegen-350M-mono-18k-alpaca-python)

Codegen 350M Mono 18K Alpaca Python Parameters and Internals

Model Type 
text generation
Use Cases 
Primary Use Cases:
Generating Python code from natural language prompts
Training Details 
Data Sources:
iamtarun/python_code_instructions_18k_alpaca
Methodology:
Fine-tuned using the Hugging Face Transformers library
Input Output 
Accepted Modalities:
text
Output Format:
Python code
LLM NameCodegen 350M Mono 18K Alpaca Python
Repository ๐Ÿค—https://huggingface.co/SarthakBhatore/codegen-350M-mono-18k-alpaca-python 
Model Size350m
Required VRAM0.7 GB
Updated2025-03-27
MaintainerSarthakBhatore
Model Typecodegen
Instruction-BasedYes
Model Files  0.7 GB
Generates CodeYes
Model ArchitectureCodeGenForCausalLM
Model Max Length2048
Transformers Version4.33.2
Tokenizer ClassGPT2Tokenizer
Vocabulary Size51200
Torch Data Typefloat16
Activation Functiongelu_new

Rank the Codegen 350M Mono 18K Alpaca Python 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