Update README.md

README.md

@@ -4,6 +4,8 @@ tags:
 - text-generation-inference
 - text-generation
 - peft
+- int4
+- BPLLM
 library_name: transformers
 base_model: meta-llama/Meta-Llama-3.1-8B-Instruct
 widget:
@@ -13,6 +15,15 @@ widget:
 license: other
 ---
 
+# Fine-tuned Llama 2 13B PEFT int4 for Food Delivery and E-commerce
+
+This model was trained for the experiments carried out in the research paper "Conversing with business process-aware Large Language Models: the BPLLM framework".
+
+It comprises a version of the Llama 3.1 8B model fine-tuned (PEFT with quantization int4) to operate within the context of the Food Delivery and E-commerce process models (similar in terms of activities and events) introduced in the article.
+
+Further insights can be found in our paper "[Conversing with business process-aware Large Language Models: the BPLLM framework](https://doi.org/10.21203/rs.3.rs-4125790/v1)".
+
+
 # Model Trained Using AutoTrain
 
 This model was trained using AutoTrain. For more information, please visit [AutoTrain](https://hf.co/docs/autotrain).