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Qwen Soul LoRA 128 by ResplendentAI

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  4-bit   Adapter Base model:adapter:qwen/qwen2-...   Base model:qwen/qwen2-7b   Bitsandbytes   Finetuned   Generated from trainer   Lora   Peft   Qwen2   Region:us
Model Card on HF 🤗: https://huggingface.co/ResplendentAI/Qwen_Soul_LoRA_128 

Qwen Soul LoRA 128 Benchmarks

LLME Score: 0.19213
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen Soul LoRA 128 (ResplendentAI/Qwen_Soul_LoRA_128)

Qwen Soul LoRA 128 Parameters and Internals

Additional Notes 
Model is fine-tuned from Qwen/Qwen2-7B on the "None" dataset.
Training Details 
Data Sources:
ResplendentAI/Synthetic_Soul_1k
Methodology:
adapter: qlora
LLM NameQwen Soul LoRA 128
Repository 🤗https://huggingface.co/ResplendentAI/Qwen_Soul_LoRA_128 
Base Model(s)  Qwen2 7B   Qwen/Qwen2-7B
Model Size7b
Required VRAM0.6 GB
Updated2024-11-17
MaintainerResplendentAI
Model Files  0.6 GB
Model ArchitectureAdapter
Licenseapache-2.0
Model Max Length32768
Is Biasednone
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesup_proj|down_proj|q_proj|gate_proj|k_proj|o_proj|v_proj
LoRA Alpha128
LoRA Dropout0.05
R Param128
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than ResplendentAI/Qwen_Soul_LoRA_128.

Rank the Qwen Soul LoRA 128 Capabilities

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