diff --git a/tutorials/llm_clinical_trials/configs/ner_fewshot_mistral.cfg b/tutorials/llm_clinical_trials/configs/ner_fewshot_mistral.cfg
new file mode 100644
index 00000000..440554c6
--- /dev/null
+++ b/tutorials/llm_clinical_trials/configs/ner_fewshot_mistral.cfg
@@ -0,0 +1,27 @@
+[nlp]
+lang = "en"
+pipeline = ["llm"]
+batch_size = 128
+
+[components]
+
+[components.llm]
+factory = "llm"
+
+[components.llm.model]
+@llm_models = "spacy.Mistral.v1"
+name = "Mistral-7B-v0.1"
+
+[components.llm.task]
+@llm_tasks = "spacy.NER.v3"
+labels = ["Drug", "Dose"]
+description = Entities are drugs or their doses. They can be uppercased, title-cased, or lowercased.
+    Each occurrence of an entity in the text should be extracted.
+
+[components.llm.task.label_definitions]
+Drug = "A medicine or drug given to a patient as a treatment. Can be a generic name or brand name, e.g. paracetamol, Aspirin"
+Dose = "The measured quantity (dose) of a certain medicine given to patients, e.g. 1mg. This should exclude the drug name."
+
+[components.llm.task.examples]
+@misc = "spacy.FewShotReader.v1"
+path = "configs/fewshot_drugs_dose.json"
\ No newline at end of file
diff --git a/tutorials/llm_clinical_trials/configs/ner_zeroshot_llama.cfg b/tutorials/llm_clinical_trials/configs/ner_zeroshot_llama.cfg
new file mode 100644
index 00000000..27b4326b
--- /dev/null
+++ b/tutorials/llm_clinical_trials/configs/ner_zeroshot_llama.cfg
@@ -0,0 +1,17 @@
+[nlp]
+lang = "en"
+pipeline = ["llm"]
+batch_size = 128
+
+[components]
+
+[components.llm]
+factory = "llm"
+
+[components.llm.model]
+@llm_models = "spacy.Llama2.v1"
+name = "Llama-2-7b-hf"
+
+[components.llm.task]
+@llm_tasks = "spacy.NER.v2"
+labels = ["Drug", "Dose"]
diff --git a/tutorials/llm_clinical_trials/configs/ner_zeroshot_mistral.cfg b/tutorials/llm_clinical_trials/configs/ner_zeroshot_mistral.cfg
new file mode 100644
index 00000000..761e393c
--- /dev/null
+++ b/tutorials/llm_clinical_trials/configs/ner_zeroshot_mistral.cfg
@@ -0,0 +1,17 @@
+[nlp]
+lang = "en"
+pipeline = ["llm"]
+batch_size = 128
+
+[components]
+
+[components.llm]
+factory = "llm"
+
+[components.llm.model]
+@llm_models = "spacy.Mistral.v1"
+name = "Mistral-7B-v0.1"
+
+[components.llm.task]
+@llm_tasks = "spacy.NER.v2"
+labels = ["Drug", "Dose"]