Create README.md

README.md

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+---
+license: apache-2.0
+datasets:
+- mosaicml/dolly_hhrlhf
+language:
+- en
+library_name: transformers
+pipeline_tag: text-generation
+---
+
+# OPEN-LLAMA-300btkn-instruction-following-v1
+
+
+```
+import os
+import torch
+from transformers import AutoModelForCausalLM, AutoTokenizer
+
+model_name = 'VMware/open-llama-300btkn-instruction-following-v1'
+model_path = '/home/gollapudit/peft/open_lm_m_dolly_hhrlf'
+
+
+tokenizer = AutoTokenizer.from_pretrained(model_name, add_bos_token = True)
+
+model = AutoModelForCausalLM.from_pretrained(model_name, torch_dtype= torch.bfloat16, device_map = 'auto')
+
+prompt_template = "Below is an instruction that describes a task. Write a descriptive response that appropriately completes the request.\n\n### Instruction:\n{instruction}\n\n### Response:"
+
+prompt=  'how do I bake a cake?'
+
+
+inputt = prompt_template.format(instruction= prompt)
+input_ids = tokenizer(inputt, return_tensors="pt").input_ids.to("cuda")
+
+output1 = model.generate(input_ids, max_length=512)
+input_length = input_ids.shape[1]
+output1 = output1[:, input_length:]
+output= tokenizer.decode(output1[0])
+
+print(output)
+
+'''
+Baking a cake is a simple process. You will need to prepare a cake mixture, then bake it in the oven. You can add various ingredients to the cake mixture, such as fruit, nuts, or spices, to make it flavorful. Baking a cake can be fun, as it creates a delicious dessert!</s>
+
+'''
+```
+
+
+