Model Details
Model Description
Trained on selected NSE symbols and not tested. Refer to sudarshan-plus/stock-gemma-31b-GGUF model which was tested during training.
- Developed by: Sudarshan
- Model type: instruction-tuned
- Language(s) (NLP): en
- License: apache-2.0
- Finetuned from model gemma-4-E4B-it:
Uses
Out-of-Scope Use
Model is not intended for making financial decisions. The model is suggesstive, not concretised decision maker. The developer is not responsible for any financial losses.
Bias, Risks, and Limitations
No guarantee of accuracy of the model predictions.
Recommendations
For more organised results refer to the newer version of the model.
Training Details
Training Data
The data was trained using proprietory service. So pretrained data can be considered as accurate.
Training Procedure
Training was done on cloud based shared freemium gpus, FastLanguageModel module and chronological datasets, efficieny is not guaranteed while training.
Preprocessing
Data preparation and preprocessing was done.
Training Hyperparameters
fp16
Testing Data
Not Tested
Results
Untested so, results may vary.
Model Architecture and Objective
To test the feasibility of low parameter models on stock market data.
Compute Infrastructure
A100-40GB GPU
Model Card Authors
Sudarshan
Knowledge Cutoff on 14-Aug-2026
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