Create README.md

README.md

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+---
+license: apache-2.0
+library_name: transformers
+tags:
+- mistral
+- alpaca
+datasets:
+- tatsu-lab/alpaca
+pipeline_tag: text-generation
+base_model: mistralai/Mistral-7B-v0.1
+---
+
+# Description
+
+`mistralai/Mistral-7B-v0.1` model fine-tuned over 52k alpaca dataset
+
+# How to use it
+
+```python
+# pip install transformers==4.35.2
+import torch
+from transformers import AutoModelForCausalLM, AutoTokenizer, TextStreamer
+from transformers import pipeline
+
+model_id="MaziyarPanahi/Mistral-7B-Alpaca-52k-v0.1"
+tokenizer = AutoTokenizer.from_pretrained(model_id)
+
+streamer = TextStreamer(tokenizer)
+
+model = AutoModelForCausalLM.from_pretrained(
+    model_id,
+    torch_dtype=torch.float16,
+    device_map="auto",
+)
+
+pipe = pipeline(
+    "text-generation",
+    model=model,
+    tokenizer=tokenizer,
+    max_new_tokens=1024,
+    temperature=0.1,
+    do_sample=True,
+    top_p=0.95,
+    repetition_penalty=1.15,
+    return_full_text=False,
+    streamer=streamer
+)
+
+prompt = """Below is an instruction that describes a task. Write a response that appropriately completes the request.
+
+### Instruction:
+describe about pros and cons of docker system. Answer in bullet point
+
+### Response:
+"""
+
+res = pipe(prompt)[0]['generated_text']
+```
+
+Results:
+
+```
+Below is an instruction that describes a task. Write a response that appropriately completes the request.
+
+### Instruction:
+describe about pros and cons of docker system. Answer in bullet point
+
+### Response:
+Pros of Docker System: 
+- Improved portability - Docker containers can be easily moved between different environments, making it easier to deploy applications across multiple platforms.
+- Increased security - Containers are isolated from each other, which helps prevent malicious code from spreading throughout the system.
+- Better resource utilization - Containers allow for better resource management by allowing users to run multiple applications on a single host without having to worry about conflicts or performance issues.
+
+Cons of Docker System: 
+- Learning curve - It takes time to learn how to use Docker effectively, as there are many commands and concepts involved.
+- Limited customization options - While Docker provides some basic configuration options, more advanced features such as network routing require additional tools.
+- Performance overhead - Running multiple containers on a single host may result in slower performance due to increased memory usage.</s>
+```