Model Card for Model ID

Model Details

Model Description

• Developed by: Md Rasheduzzaman
• Funded by [optional]: [More Information Needed]
• Shared by [optional]: Md Rasheduzzaman
• Model type: [More Information Needed]
• Language(s) (NLP): [More Information Needed]
• License: [More Information Needed]
• Finetuned from model [optional]: InstaDeepAI/nucleotide-transformer-v2-50m-multi-species

Model Sources [optional]

• Repository: [More Information Needed]
• Paper [optional]: [More Information Needed]
• Demo [optional]: [More Information Needed]

Uses

Direct Use

Downstream Use [optional]

Out-of-Scope Use

Bias, Risks, and Limitations

Recommendations

How to Get Started with the Model

Training Details

Training Data

Training Procedure

Preprocessing [optional]

Training Hyperparameters

• Training regime: fp16 mixed precision

Speeds, Sizes, Times [optional]

• epoch: 3.0
• eval_accuracy: 0.9151175
• eval_loss: 0.7366227507591248
• eval_macro_f1: 0.6849655304585746
• eval_runtime: 15257.5132
• eval_samples_per_second: 26.217
• eval_steps_per_second: 3.277
• step: 399999
• logging_steps: 50
• max_steps: 666665
• num_input_tokens_seen: 0
• num_train_epochs: 5
• save_steps: 500
• early_stopping_patience: 3

Evaluation

Testing Data, Factors & Metrics

Testing Data

Factors

Metrics

Results

Summary

Model Examination [optional]

Environmental Impact

• Hardware Type: GPU
• Hours used: [More Information Needed]
• Cloud Provider: FLI Insel Riems
• Compute Region: [More Information Needed]
• Carbon Emitted: [More Information Needed]

Technical Specifications [optional]

Model Architecture and Objective

Compute Infrastructure

Hardware

Software

Citation [optional]

Glossary [optional]

More Information [optional]

Model Card Authors [optional]

Model Card Contact

Framework versions

• PEFT 0.17.1