---
inference: false
license: other
language:
- es
pipeline_tag: text-generation
tags:
- facebook
- meta
- llama
- assistant
- español
- spanish
- ggml
- q4
- pofi
model_type: llama
---

<div style="text-align: center;">
  <img src="https://cdn-uploads.huggingface.co/production/uploads/64beeb8f4b4ff0d5097ddcfc/HF124f84-X7L_rPynRa4n.gif" alt="Pofi" width="300" style="display: block; margin: 0 auto;" />
</div>

Pofi is a fine-tuned version of ["decapoda-research/llama-7b-hf,"](https://huggingface.co/decapoda-research/llama-7b-hf) designed to act as an assistant capable of performing various tasks, such as:

| Utilities                   | 
|-----------------------------|
| Setting alarms              |
| Connecting to the web       |
| Sending files               |
| Sending messages            |
| Saving strings of characters|
| Opening applications        |
| Creating files              |
| Manipulating the system     |

The training data was obtained manually through different prompts in ChatGPT, including examples created by me. It was fine-tuned using over 7,000 examples of "User" to "AI" commands. The training process was carried out in Google Colab, specifically in the ["🦙🎛️ LLaMA-LoRA Tuner"](https://github.com/zetavg/LLaMA-LoRA-Tuner) notebook. The training lasted for approximately 5 hours over 10 epochs.

Once LoRa was obtained, the "export_hf_checkpoint.py" script from the ["tloen/alpaca-lora"](https://github.com/tloen/alpaca-lora) repository was used to merge LoRa with the base model. This was done to quantize the model to "ggml-q4," enabling its use on a graphics card-free computer (like mine). Quantization was performed using the ["ggerganov/llama.cpp"](https://github.com/ggerganov/llama.cpp) repository and the "convert.py" script.

To utilize this model, you can employ ["oobabooga/text-generation-webui,"](https://github.com/oobabooga/text-generation-webui) a user-friendly interface, or the interface I am developing for this project, ["OscarMes/Pofi-Assistant."](https://github.com/OscarMes/Pofi-Assistant)

This project was created for the purpose of studying and learning about language models. All rights are reserved according to the license included in "decapoda-research/llama-7b-hf." Please refer to the included [LICENSE](https://huggingface.co/decapoda-research/llama-7b-hf/blob/main/LICENSE) file in that repository.

---
license: other
---