Liu Hong Yuan Tom
Update README.md
1f46ab0 verified
metadata
base_model: unsloth/gemma-2-9b-bnb-4bit
language:
  - en
license: apache-2.0
tags:
  - text-generation-inference
  - transformers
  - unsloth
  - gemma2
  - trl
  - sft
datasets:
  - yahma/alpaca-cleaned

Uploaded model

  • Developed by: NotAiLOL
  • License: apache-2.0
  • Finetuned from model : unsloth/gemma-2-9b-bnb-4bit

This gemma2 model was trained 2x faster with Unsloth and Huggingface's TRL library.

Details

This model is fine tuned from unsloth/gemma-2-9b-bnb-4bit on the alpaca-cleaned dataset using the rsLoRA method.

This model achieved a loss of 0.829200 on the alpaca-cleaned dataset after step 120.

This model follows the alpaca prompt:

Below is an instruction that describes a task, paired with an input that provides further context. Write a response that appropriately completes the request.

### Instruction:
{}

### Input:
{}

### Response:
{}

Training

This model is trained on a single Tesla T4 GPU.

  • 669.6535 seconds used for training.
  • 11.16 minutes used for training.
  • Peak reserved memory = 9.383 GB.
  • Peak reserved memory for training = 2.807 GB.
  • Peak reserved memory % of max memory = 63.622 %.
  • Peak reserved memory for training % of max memory = 19.033 %.