Code Llama Python by laitrongduc

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  4-bit   Autotrain compatible Base model:codellama/codellama... Base model:quantized:codellama...   Bitsandbytes   Codegen   Endpoints compatible   Generated from trainer   Instruct   Llama   Lora   Region:us   Safetensors

Code Llama Python Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Code Llama Python (laitrongduc/code-llama-python)

Code Llama Python Parameters and Internals

LLM NameCode Llama Python
Repository ๐Ÿค—https://huggingface.co/laitrongduc/code-llama-python 
Base Model(s)  CodeLlama 7B Instruct Hf   codellama/CodeLlama-7b-Instruct-hf
Model Size7b
Required VRAM0.3 GB
Updated2024-10-07
Maintainerlaitrongduc
Instruction-BasedYes
Model Files  0.3 GB   0.0 GB
Generates CodeYes
Model ArchitectureAutoModelForCausalLM
Licensellama2
Model Max Length2048
Is Biasednone
Tokenizer ClassCodeLlamaTokenizer
Padding Token</s>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Moduleso_proj|k_proj|v_proj|q_proj
LoRA Alpha16
LoRA Dropout0.1
R Param64

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Rank the Code Llama 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