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ResearchFormerly WizWand

Financial NLP on FinGPT

86.9AccuracyDense Model
76.08478.89281.784.508Jan 27, 2026
Updated 8mo ago

Evaluation results

MethodLinks
Dense ModelBase Model=Llama3.1-8B, Fine-tuning Protocol=FFT, Sparsity=0%2026.0186.9
FT(Llama3.2)Base Model=Llama3.2-3B, Fine-tuning Protocol=FFT, Sparsity=0%2026.0186.7
GradPrunerBase Model=Llama3.1-8B, Fine-tuning Protocol=FFT, Sparsity=40%2026.0186.7
Dense ModelBase Model=Mistral-7B, Fine-tuning Protocol=FFT, Sparsity=0%2026.0186.2
Dense ModelBase Model=Mistral-7B, Fine-tuning Protocol=LoRA, Sparsity=0%2026.0185.3
GradPrunerBase Model=Mistral-7B, Fine-tuning Protocol=FFT, Sparsity=40%2026.0184.6
GradPrunerBase Model=Mistral-7B, Fine-tuning Protocol=LoRA, Sparsity=40%2026.0184
SATBase Model=Llama3.1-8B, Fine-tuning Protocol=FFT, Sparsity=40%2026.0183.2
Dense ModelBase Model=Llama3.1-8B, Fine-tuning Protocol=LoRA, Sparsity=0%2026.0183.1
FT(Llama3.2)Base Model=Llama3.2-3B, Fine-tuning Protocol=LoRA, Sparsity=0%2026.0182.5
MINITRONBase Model=Mistral-7B, Fine-tuning Protocol=FFT, Sparsity=40%2026.0182.3
SATBase Model=Mistral-7B, Fine-tuning Protocol=FFT, Sparsity=40%2026.0182.3
LacoBase Model=Mistral-7B, Fine-tuning Protocol=FFT, Sparsity=40%2026.0181.9
LLMPrunerBase Model=Llama3.1-8B, Fine-tuning Protocol=FFT, Sparsity=40%2026.0181.8
GradPrunerBase Model=Llama3.1-8B, Fine-tuning Protocol=LoRA, Sparsity=40%2026.0181.7
LLMPrunerBase Model=Mistral-7B, Fine-tuning Protocol=FFT, Sparsity=40%2026.0181.7
LacoBase Model=Llama3.1-8B, Fine-tuning Protocol=FFT, Sparsity=40%2026.0181.4
APTBase Model=Mistral-7B, Fine-tuning Protocol=LoRA, Sparsity=40%2026.0181.3
MINITRONBase Model=Llama3.1-8B, Fine-tuning Protocol=FFT, Sparsity=40%2026.0180.8
SATBase Model=Mistral-7B, Fine-tuning Protocol=LoRA, Sparsity=40%2026.0180.7
LacoBase Model=Mistral-7B, Fine-tuning Protocol=LoRA, Sparsity=40%2026.0180.4
APTBase Model=Llama3.1-8B, Fine-tuning Protocol=LoRA, Sparsity=40%2026.0180.2
MINITRONBase Model=Mistral-7B, Fine-tuning Protocol=LoRA, Sparsity=40%2026.0180.2
LLMPrunerBase Model=Mistral-7B, Fine-tuning Protocol=LoRA, Sparsity=40%2026.0179.3
SATBase Model=Llama3.1-8B, Fine-tuning Protocol=LoRA, Sparsity=40%2026.0177.9
LacoBase Model=Llama3.1-8B, Fine-tuning Protocol=LoRA, Sparsity=40%2026.0177.5
LLMPrunerBase Model=Llama3.1-8B, Fine-tuning Protocol=LoRA, Sparsity=40%2026.0176.6
MINITRONBase Model=Llama3.1-8B, Fine-tuning Protocol=LoRA, Sparsity=40%2026.0176.5