peft region:us
---
library_name: peft
---
## Dataset procedure
- Dataset used: /tweets_hate_speech_detection
- size: 3196 (only 10% of dataset used)
- batch_size = 32
- num_epochs = 20
- learning_rate = 3e-4
- num_warmup_steps = 0.06 * (3196 * num_epochs)
- num_training_steps = (3196 * num_epochs)

## Training procedure


## LoraConfig procedure
    r=8, #attention heads
    lora_alpha=16, #alpha scaling
    lora_dropout=0.1,
    bias="none",
    task_type="SEQ_CLS" # set this for CLM or Seq2Seq

### Framework versions


- PEFT 0.6.0.dev0
