Finetube 7B Codegen by KJX123

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  Arxiv:1910.09700   4-bit   Autotrain compatible   Bitsandbytes   Code Dataset:flytech/python-codes-2...   En   Endpoints compatible   Llama   Lora   Region:us   Safetensors

Finetube 7B Codegen Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Finetube 7B Codegen (KJX123/finetube-7b-codegen)

Finetube 7B Codegen Parameters and Internals

LLM NameFinetube 7B Codegen
Repository ๐Ÿค—https://huggingface.co/KJX123/finetube-7b-codegen 
Model Size7b
Required VRAM0.1 GB
Updated2025-02-22
MaintainerKJX123
Model Files  0.1 GB
Supported Languagesen
Model ArchitectureAutoModelForCausalLM
Licensemit
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesq_proj|v_proj
LoRA Alpha16
LoRA Dropout0.1
R Param64

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Note: green Score (e.g. "73.2") means that the model is better than KJX123/finetube-7b-codegen.

Rank the Finetube 7B Codegen 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