Skip to content

Commit

Permalink
Update README.md
Browse files Browse the repository at this point in the history
  • Loading branch information
marcopoli authored May 10, 2024
1 parent 66f9934 commit 8bef736
Showing 1 changed file with 15 additions and 0 deletions.
15 changes: 15 additions & 0 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -19,6 +19,21 @@ wants to provide Italian NLP researchers with an improved model the for Italian

<hr>

## Repo Structure
- **inference/inference_anita.ipynb** Python Notebook for testing the model inference.
- **evaluation/job_evaluation.slurm** SLURM script to evaluate the model using the [**EleutherAI/lm-evaluation-harness**](https://github.com/EleutherAI/lm-evaluation-harness) framework (multiple-GPUs).
- **model_adaptation/finetune_llama3.py** Python script fine-tuning the model on a specific task using [**Unsloth library**](https://unsloth.ai).
- **model_adaptation/dpo_llama3.py** Python script to optimize the model over user preferences.
- **model_adaptation/job_example.slurm** SLURM script to run the model_adaption process over an HPC architecture (multiple-GPUs).
- **use_examples/LLama_3_for_Sentiment_Analysis.ipynb** Python Notebook for Sentiment Analysis task.
- **use_examples/Llamaindex_LangChain.ipynb** Python Notebook for RAG task.
- **use_examples/Topic_Modeling_with_Llama3.ipynb** Python Notebook for Topic Modleing.
- **use_examples/SeqRecSys_LLM_Zero_Shot.ipynb** Python Notebook for Sequential Recommender Systems.
- **use_examples/User Interface.ipynb** Python Notebook for inference through Visual Interface.
- **requirements.txt** List of project dependencies.

<hr>

## Specifications

- **Model developers**: <br><a href="https://marcopoli.github.io/">Ph.D. Marco Polignano</a> - University of Bari Aldo Moro, Italy <br> <a href="https://huggingface.co/swap-uniba">SWAP Research Group</a> <br>
Expand Down

0 comments on commit 8bef736

Please sign in to comment.