| license: unlicense | |
| datasets: | |
| - emplocity/owca | |
| language: | |
| - pl | |
| pipeline_tag: text-generation | |
| # This repo contains EleutherAI/gpt-j-6B fine tuned on OWCA (https://github.com/Emplocity/owca) using LoRa | |
| Training params:<br/> | |
| ``` | |
| MICRO_BATCH_SIZE = 64 | |
| BATCH_SIZE = 128 | |
| GRADIENT_ACCUMULATION_STEPS = BATCH_SIZE // MICRO_BATCH_SIZE | |
| EPOCHS = 3 | |
| LEARNING_RATE = 2e-5 | |
| CUTOFF_LEN = 256 | |
| LORA_R = 4 | |
| LORA_ALPHA = 16 | |
| LORA_DROPOUT = 0.05 | |
| warmup_steps=100 | |
| fp16=True | |
| ``` | |
| [See inference demo](łowca.ipynb) |