Term Qwen2 7 Json Lora by weiiv

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  Adapter Base model:adapter:qwen/qwen2-... Base model:qwen/qwen2-7b-instr...   Finetuned   Generated from trainer   Gptq   Instruct   Llama-factory   Lora   Peft   Quantized   Region:us   Safetensors

Term Qwen2 7 Json Lora Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Term Qwen2 7 Json Lora (weiiv/term_Qwen2_7_json_lora)

Term Qwen2 7 Json Lora Parameters and Internals

Additional Notes 
The model is a fine-tuned version using the PEFT library, focusing on specific hyperparameters such as learning rate and optimizer settings.
LLM NameTerm Qwen2 7 Json Lora
Repository ๐Ÿค—https://huggingface.co/weiiv/term_Qwen2_7_json_lora 
Base Model(s)  Qwen2 7B Instruct GPTQ Int8   Qwen/Qwen2-7B-Instruct-GPTQ-Int8
Model Size7b
Required VRAM0.1 GB
Updated2024-12-07
Maintainerweiiv
Instruction-BasedYes
Model Files  0.1 GB   0.0 GB
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureAdapter
Licenseother
Model Max Length32768
Is Biasednone
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesq_proj|o_proj|k_proj|gate_proj|down_proj|up_proj|v_proj
LoRA Alpha16
LoRA Dropout0
R Param8
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than weiiv/term_Qwen2_7_json_lora.

Rank the Term Qwen2 7 Json Lora 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 v20241217