PEFT
TensorBoard
Safetensors
gemma
alignment-handbook
trl
sft
Generated from Trainer
4-bit precision
bitsandbytes
Instructions to use llama-duo/gemma7b-summarize-gpt4o-30k with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use llama-duo/gemma7b-summarize-gpt4o-30k with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("google/gemma-7b") model = PeftModel.from_pretrained(base_model, "llama-duo/gemma7b-summarize-gpt4o-30k") - Notebooks
- Google Colab
- Kaggle
| { | |
| "epoch": 10.0, | |
| "eval_loss": 3.242992401123047, | |
| "eval_runtime": 1.0372, | |
| "eval_samples": 25, | |
| "eval_samples_per_second": 4.821, | |
| "eval_steps_per_second": 1.928, | |
| "total_flos": 1.697049221804327e+18, | |
| "train_loss": 1.8630313719715084, | |
| "train_runtime": 9058.6901, | |
| "train_samples": 32782, | |
| "train_samples_per_second": 1.957, | |
| "train_steps_per_second": 0.123 | |
| } |