Update README.md

README.md

@@ -23,13 +23,12 @@ Run in a [Python pipeline](https://github.com/neuralmagic/deepsparse/blob/main/d
 ```python
 from deepsparse import TextGeneration
 
-template= "A chat between a curious human and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the human's questions.\n### Human: Got any creative ideas for a 10 year old’s birthday?\n### Assistant: Of course! Here are some creative ideas for a 10-year-old's birthday party:\n1. Treasure Hunt: Organize a treasure hunt in your backyard or nearby park. Create clues and riddles for the kids to solve, leading them to hidden treasures and surprises.\n2. Science Party: Plan a science-themed party where kids can engage in fun and interactive experiments. You can set up different stations with activities like making slime, erupting volcanoes, or creating simple chemical reactions.\n3. Outdoor Movie Night: Set up a backyard movie night with a projector and a large screen or white sheet. Create a cozy seating area with blankets and pillows, and serve popcorn and snacks while the kids enjoy a favorite movie under the stars.\n4. DIY Crafts Party: Arrange a craft party where kids can unleash their creativity. Provide a variety of craft supplies like beads, paints, and fabrics, and let them create their own unique masterpieces to take home as party favors.\n5. Sports Olympics: Host a mini Olympics event with various sports and games. Set up different stations for activities like sack races, relay races, basketball shooting, and obstacle courses. Give out medals or certificates to the participants.\n6. Cooking Party: Have a cooking-themed party where the kids can prepare their own mini pizzas, cupcakes, or cookies. Provide toppings, frosting, and decorating supplies, and let them get hands-on in the kitchen.\n7. Superhero Training Camp: Create a superhero-themed party where the kids can engage in fun training activities. Set up an obstacle course, have them design their own superhero capes or masks, and organize superhero-themed games and challenges.\n8. Outdoor Adventure: Plan an outdoor adventure party at a local park or nature reserve. Arrange activities like hiking, nature scavenger hunts, or a picnic with games. Encourage exploration and appreciation for the outdoors.\nRemember to tailor the activities to the birthday child's interests and preferences. Have a great celebration!\n### Human: {prompt}\n### Assistant:"
-
-prompt = "How to get into a good university?"
+template = "<s>[INST] {prompt} [/INST]"
+prompt = "Write a quick sort algorithm in Python"
 
 input_str = template.format(prompt=prompt)
 
-model = TextGeneration(model_path="hf:nm-testing/AmberChat-pruned50-quant")
+model = TextGeneration(model_path="hf:nm-testing/glaive-coder-7b-pruned50-quant-ds")
 
 print(model(input_str, max_new_tokens=200).generations[0].text)
 """
@@ -51,7 +50,7 @@ For details on how this model was sparsified, see the `recipe.yaml` in this repo
 git clone https://github.com/neuralmagic/sparseml
 pip install -e "sparseml[transformers]"
 python sparseml/src/sparseml/transformers/sparsification/obcq/obcq.py glaiveai/glaive-coder-7b open_platypus --recipe recipe.yaml --save True
-python sparseml/src/sparseml/transformers/sparsification/obcq/export.py --task text-generation --model_path obcq_deployment 
+python sparseml/src/sparseml/transformers/sparsification/obcq/export.py --sequence_length 4096 --task text-generation --model_path obcq_deployment 
 cp deployment/model.onnx deployment/model-orig.onnx
 ```
 Run this kv-cache injection to speed up the model at inference by caching the Key and Value states: