๐ง๐ต๐ฒ ๐๐ฎ๐ฟ๐ฑ ๐ฅ๐ฒ๐ฎ๐น๐ถ๐๐ ๐ข๐ณ ๐๐ ๐๐ผ๐๐๐
I built an AI bot named Monika. I used a Qwen 2.5-7B model with 687 dialogues. I had no budget. I hit many walls with free hardware.
- I tried Kaggle. I ran out of VRAM.
- I tried Lightning AI. The libraries clashed.
- I used Google Colab. I used QLoRA to fit the model on a 16GB GPU.
- I merged the model on Kaggle. I needed 30GB of RAM.
- I split the final file into 3GB parts to upload it.
The model is ready. It sits on Hugging Face. I lack the money to run it. Hosting a 14GB model costs money.
I have the technical skills. I lack the funds for the server. Infrastructure is a paywall.
Build your models. Plan for the server bill.
Source: https://dev.to/akshat-ray/fine-tuned-7b-llm-as-a-broke-student-and-cant-even-use-it--de7 Optional learning community: https://t.me/GyaanSetuAi