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Llama3 8B Taiwan Stock Qlora by DavidLanz

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  Adapter Base model:adapter:davidlanz/l... Base model:davidlanz/llama3-tw...   En   Facebook   Finetuned   Instruct   Llama   Llama-3   Llama2   Lora   Meta   Peft   Pytorch   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/DavidLanz/llama3_8b_taiwan_stock_qlora 

Llama3 8b Taiwan Stock Qlora Benchmarks

LLME Score: 0.18534
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama3 8B Taiwan Stock Qlora (DavidLanz/llama3_8b_taiwan_stock_qlora)

Llama3 8B Taiwan Stock Qlora Parameters and Internals

Model Type 
llama
Use Cases 
Areas:
Financial Services
Applications:
Stock Price Prediction
Primary Use Cases:
Predicting prices of specific Taiwan stocks
Additional Notes 
This model is designed for predicting the prices of five Taiwan stocks and is not intended for investment advice. Results should not be used as a basis for investment decisions.
Supported Languages 
en (Some language proficiency level is implied but not specified.)
Training Details 
Data Sources:
https://www.twse.com.tw/
LLM NameLlama3 8b Taiwan Stock Qlora
Repository 🤗https://huggingface.co/DavidLanz/llama3_8b_taiwan_stock_qlora 
Model NameLlama 3 8B Instruct
Model CreatorMeta Llama 3
Base Model(s)  Llama3 Tw 8B Instruct   DavidLanz/Llama3-tw-8B-Instruct
Model Size8b
Required VRAM0.1 GB
Updated2025-02-22
MaintainerDavidLanz
Model Typellama
Instruction-BasedYes
Model Files  0.1 GB
Supported Languagesen
Model ArchitectureAdapter
Licenseapache-2.0
Is Biasednone
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesq_proj|v_proj
LoRA Alpha16
LoRA Dropout0.1
R Param64

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Note: green Score (e.g. "73.2") means that the model is better than DavidLanz/llama3_8b_taiwan_stock_qlora.

Rank the Llama3 8B Taiwan Stock Qlora Capabilities

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Instruction Following and Task Automation  
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Release v20241227
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