Llama2 7B Codegen Finetune by KJX123

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

Llama2 7B Codegen Finetune Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama2 7B Codegen Finetune (KJX123/Llama2-7b-Codegen-finetune)

Llama2 7B Codegen Finetune Parameters and Internals

LLM NameLlama2 7B Codegen Finetune
Repository ๐Ÿค—https://huggingface.co/KJX123/Llama2-7b-Codegen-finetune 
Model Size7b
Required VRAM0.1 GB
Updated2025-02-22
MaintainerKJX123
Model Files  0.1 GB   4.3 GB
Supported Languagesen
Generates CodeYes
Model ArchitectureAutoModelForCausalLM
Licensemit
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesv_proj|q_proj
LoRA Alpha16
LoRA Dropout0.1
R Param64

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Rank the Llama2 7B Codegen Finetune Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
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Data Analysis and Insight Generation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227