Model by Kdffff

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  Adapter   Finetuned   Lora   Peft   Region:us
Model Card on HF ๐Ÿค—: https://huggingface.co/Kdffff/model 

Model Benchmarks

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

Model Parameters and Internals

Model Type 
text-generation, peft
Training Details 
Methodology:
Fine-tuning with bitsandbytes quantization configuration
LLM NameModel
Repository ๐Ÿค—https://huggingface.co/Kdffff/model 
Required VRAM0 GB
Updated2024-08-15
MaintainerKdffff
Model Files  0.0 GB
Model ArchitectureAdapter
Model Max Length2048
Is Biasednone
Tokenizer ClassPreTrainedTokenizerFast
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesquery_key_value
LoRA Alpha32
LoRA Dropout0.05
R Param16

Best Alternatives to Model

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SpectraMind0K / 16.1 GB1203
...mall Physics Finetuned Adapter0K / 0.1 GB81
SpectraMindQ0K / 0.2 GB81
L3.1 Spark R64 LoRA0K / 0.4 GB80
Mistral Small Fujin Qlora0K / 0.8 GB472
Mistral Small Dampf Qlora0K / 0.8 GB190
Note: green Score (e.g. "73.2") means that the model is better than Kdffff/model.

Rank the Model Capabilities

๐Ÿ†˜ Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! ๐ŸŒŸ

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