Update README.md

fixing the markdown tags

README.md

@@ -9,15 +9,6 @@ tags:
   - merged
 ---
 
-base_model: NousResearch/Meta-Llama-3.1-8B-Instruct
-tags:
-- llama3
-- instruction-tuning
-- summarization
-- fine-tuned
-- merged
----
-
 # 🧠 FlamingNeuron / llama381binstruct_summarize_short_merged
 
 This is a **merged model** based on [NousResearch/Meta-Llama-3.1-8B-Instruct](https://huggingface.co/NousResearch/Meta-Llama-3.1-8B-Instruct), fine-tuned using LoRA adapters for legal-domain summarization. The LoRA weights have been merged with the base model for standalone use.
@@ -44,7 +35,19 @@ inputs = tokenizer(prompt, return_tensors="pt").to("cuda")
 outputs = model.generate(**inputs, max_new_tokens=128)
 print(tokenizer.decode(outputs[0], skip_special_tokens=True))
 
+```
+## 🏋️ Training Procedure
+
+This model was trained using **Supervised Fine-Tuning (SFT)** on legal document summaries using the [legal_summarization](https://github.com/lauramanor/legal_summarization) dataset. LoRA adapters were applied during training and merged afterward using `merge_and_unload()`.
+
+### ⚙️ Framework Versions
+
+- TRL: 0.16.1  
+- Transformers: 4.51.3  
+- PyTorch: 2.6.0+cu124  
+- Datasets: 3.5.0  
+- Tokenizers: 0.21.1
+
 ## 📚 Citations
 
-```markdown
 This model was fine-tuned using [TRL](https://github.com/huggingface/trl).