Qwen 2.1 7B Persona Lora Model by bunnycore

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  4bit Dataset:alexandreteles/alpacat... Dataset:nitral-archive/project...   En   Endpoints compatible   Instruct   Lora   Quantized   Qwen2   Region:us   Safetensors   Trl   Unsloth

Qwen 2.1 7B Persona Lora Model Benchmarks

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

Qwen 2.1 7B Persona Lora Model Parameters and Internals

LLM NameQwen 2.1 7B Persona Lora Model
Repository ๐Ÿค—https://huggingface.co/bunnycore/Qwen-2.1-7b-Persona-lora_model 
Base Model(s)  unsloth/qwen2.5-7b-instruct-bnb-4bit   unsloth/qwen2.5-7b-instruct-bnb-4bit
Model Size7b
Required VRAM0.2 GB
Updated2024-11-21
Maintainerbunnycore
Instruction-BasedYes
Model Files  0.2 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureAutoModel
Licenseapache-2.0
Model Max Length32768
Is Biasednone
Tokenizer ClassQwen2Tokenizer
Padding Token<|PAD_TOKEN|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesk_proj|down_proj|gate_proj|o_proj|v_proj|up_proj|q_proj
LoRA Alpha16
LoRA Dropout0
R Param16
Errorsreplace
Qwen 2.1 7B Persona Lora Model (bunnycore/Qwen-2.1-7b-Persona-lora_model)

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Note: green Score (e.g. "73.2") means that the model is better than bunnycore/Qwen-2.1-7b-Persona-lora_model.

Rank the Qwen 2.1 7B Persona Lora Model 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 v20241110