EvilCodeLlama 7B by dhuynh95

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  4-bit   Adapter   Axolotl Base model:adapter:codellama/c... Base model:codellama/codellama...   Bitsandbytes   Codegen   Finetuned   Generated from trainer   Llama   Lora   Peft   Region:us   Safetensors   Sharded   Tensorflow

EvilCodeLlama 7B Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
EvilCodeLlama 7B (dhuynh95/EvilCodeLlama-7b)

EvilCodeLlama 7B Parameters and Internals

Model Type 
LlamaForCausalLM
Training Details 
Data Sources:
dhuynh95/Magicoder-Evol-Instruct-110K-Filtered_0.35
Context Length:
2048
LLM NameEvilCodeLlama 7B
Repository ๐Ÿค—https://huggingface.co/dhuynh95/EvilCodeLlama-7b 
Base Model(s)  CodeLlama 7B Hf   codellama/CodeLlama-7b-hf
Model Size7b
Required VRAM10.8 GB
Updated2025-02-22
Maintainerdhuynh95
Model Files  0.3 GB   0.3 GB   4.9 GB: 1-of-3   4.9 GB: 2-of-3   1.0 GB: 3-of-3   0.0 GB
Generates CodeYes
Model ArchitectureAdapter
Licensellama2
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token</s>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesdown_proj|q_proj|gate_proj|k_proj|v_proj|up_proj|o_proj
LoRA Alpha16
LoRA Dropout0.05
R Param32

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Note: green Score (e.g. "73.2") means that the model is better than dhuynh95/EvilCodeLlama-7b.

Rank the EvilCodeLlama 7B Capabilities

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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