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Python Code 13B by ajibawa-2023

 »  All LLMs  »  ajibawa-2023  »  Python Code 13B   URL Share it on

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  Autotrain compatible   Code Dataset:ajibawa-2023/python-co...   En   Endpoints compatible   Llama   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/ajibawa-2023/Python-Code-13B 

Python Code 13B Benchmarks

ARC: 58.79 vs 96.7 (so35)-39.2%
HellaSwag: 81.66 vs 95.3 (gpt4)-14.3%
MMLU: 54.78 vs 88.3 (so35)-38%
TruthfulQA: 42.83 vs 59 (gpt4)-27.4%
WinoGrande: 74.03 vs 87.5 (gpt4)-15.4%
GSM8K: 9.55 vs 96.4 (so35)-90.1%
LLME Score: 0.19112
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Python Code 13B (ajibawa-2023/Python-Code-13B)

Python Code 13B Parameters and Internals

Model Type 
text generation, code generation
Additional Notes 
This model is particularly geared towards generating Python code along with detailed explanations. The model fine-tuned on Llama-2 and the dataset includes conversations in a Vicuna/ShareGPT format.
Supported Languages 
en (fluent)
Training Details 
Data Sources:
ajibawa-2023/Python-Code-23k-ShareGPT
Data Volume:
23000+ set of codes
Methodology:
fine-tuning
Training Time:
13 hours
Hardware Used:
Azure 4 x A100 80GB
LLM NamePython Code 13B
Repository 🤗https://huggingface.co/ajibawa-2023/Python-Code-13B 
Model Size13b
Required VRAM26.1 GB
Updated2025-02-22
Maintainerajibawa-2023
Model Typellama
Model Files  8.6 GB: 1-of-4   8.5 GB: 2-of-4   8.5 GB: 3-of-4   0.5 GB: 4-of-4   8.6 GB: 1-of-4   8.5 GB: 2-of-4   8.5 GB: 3-of-4   0.5 GB: 4-of-4
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-nd-4.0
Context Length4096
Model Max Length4096
Transformers Version4.28.1
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

Quantized Models of the Python Code 13B

Model
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Downloads
VRAM
Python Code 13B GGUF59925 GB
Python Code 13B AWQ1787 GB
Python Code 13B GPTQ187 GB

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Rank the Python Code 13B 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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Release v20241227
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