Update README.md

README.md

@@ -7,6 +7,10 @@ language:
 metrics:
 - bleu
 pipeline_tag: text-generation
+base_model: huggyllama/llama-30b
+tags:
+- africa
+- languages
 ---
 
 # Kongo Llama Experiment
@@ -41,7 +45,28 @@ This is the model card of a 🤗 transformers model that has been pushed on the
 
 ## Uses
 
-<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+```py
+# Load the model
+model = LlamaForCausalLM.from_pretrained('/content/kongo-llama/checkpoint-9000')
+
+# Prepare input text
+text = "Nzambi "
+inputs = wrapped_tokenizer(text, return_tensors="pt")
+
+# Generate text
+generated_ids = model.generate(
+    max_length=150,  # Increased length
+    num_beams=5,      # Use beam search
+    temperature=0.7,  # Adjust temperature for creativity
+    do_sample=True,
+    top_k=50,         # Limit vocabulary for next token
+    top_p=0.95        # Nucleus sampling
+)
+
+# Decode and print the generated text
+generated_text = wrapped_tokenizer.batch_decode(generated_ids, skip_special_tokens=True)
+print(generated_text)
+```
 
 ### Direct Use