Code Llama 7B Chatbot by mkschulz9

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  Adapter Base model:adapter:codellama/c... Base model:codellama/codellama...   Codegen   Conversational   Finetuned   Generated from trainer   Lora   Peft   Region:us   Safetensors   Sft   Tensorboard   Trl

Code Llama 7B Chatbot 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 7B Chatbot (mkschulz9/code-llama-7b-chatbot)

Code Llama 7B Chatbot Parameters and Internals

Model Type 
text-generation
Use Cases 
Primary Use Cases:
Answering questions about Matthew Schulz's educational background, work experience, and hobbies/interests.
Additional Notes 
Fine-tuned version utilizing advanced techniques like LoRA and precision optimization with BitsAndBytes.
Training Details 
Methodology:
Fine-tuned on a custom, QA-style dataset using methods like LoRA and precision optimization with BitsAndBytes for efficient performance.
LLM NameCode Llama 7B Chatbot
Repository ๐Ÿค—https://huggingface.co/mkschulz9/code-llama-7b-chatbot 
Base Model(s)  CodeLlama 7B Hf   codellama/CodeLlama-7b-hf
Model Size7b
Required VRAM1.1 GB
Updated2024-08-18
Maintainermkschulz9
Model Files  1.1 GB   0.0 GB
Generates CodeYes
Model ArchitectureAdapter
Licensellama2
Is Biasednone
Tokenizer ClassCodeLlamaTokenizer
Padding Token<|im_end|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesv_proj|q_proj
LoRA Alpha128
LoRA Dropout0.05
R Param256

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Rank the Code Llama 7B Chatbot 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 v20241217