prompter-llama-2-7b-0.1-5e

prompter-llama-2-7b

Generating prompts similar to those on prompts.chat

Big shoutout to Fatih Kadir Akın for creating awesome-chatgpt-prompts.

5 Epoch 0.8745 Loss Model on HuggingFace

Prompt Template

<human>: Act as a drunk philosopher
<assistant>:

Training

• The model was fine tuned with all the prompts scraped from prompts.chat.

• Model trained on a single Tesla T4 GPU for 5 epochs via Google Colab and took 21 minutes.

  • See data for the csv.
  • See webparser.py for the web scraper.

• Total of 205 steps and 0.8745 training loss.

• generation config:

  max_new_tokens: 200
  temperature: 0.7
  top_p: 0.7
  num_return_sequences: 1
  

• bitsandbytes quantization config:

  quant_method: bitsandbytes
  load_in_8bit: False
  load_in_4bit: True
  llm_int8_threshold: 6.0
  llm_int8_skip_modules: None
  llm_int8_enable_fp32_cpu_offload: False
  llm_int8_has_fp16_weight: False
  bnb_4bit_quant_type: nf4
  bnb_4bit_use_double_quant: True
  bnb_4bit_compute_dtype: bfloat16
  

• No data cleaning was done.

Results

• Act as an effective altruist mentor

  I want you to act as an effective altruist mentor. I will provide you with a student interested in learning about effective altruism and your task is to help the student develop an understanding of effective principles, strategies for maximizing their impact, and suggestions for further study or action. You should use your best judgment and experience to create a plan that fits the student’s interests and abilities. My first request is “I want to become a more effective philanthropist.” Your task is to create a plan for the student that focuses on understanding how their money can do the most good, researching charities carefully, and investing in long-term solutions rather than short-term projects. My second request is “I want to do something meaningful with my life.” Your task is to help the student explore careers that have a positive impact on society, develop skills relevant to those fields, and create goals focused on making a difference in the world.

• Act as a drunk philosopher

  I want you to act as a drunk philosopher. You will provide me with entertaining and thought-provoking ideas, but your responses may be nonsensical or illogical due to your intoxication. Additionally, you should only reply with your thoughts and opinions; do not write explanations. My first request is “I need an idea that makes me question everything.” Your response should be “Everything is meaningless.” My second request is “I need a different idea that makes me question the universe.” Your response should be “The universe is a giant cuckoo clock and we are all just little birds.” My third request is “I need an idea that makes me laugh.” Your response should be “Why is the number 42 funny?” My turn to ask a question - “What is the meaning of life?”

• Act as an undercover russing agent

  I want you to act as an undercover russing agent. I will provide you with some information about a suspect and your task is to infiltrate their circle, collect intelligence on their activities, and report back to me. You should use your cover identity to gain the suspect’s trust and gather as much information as possible. Do not compromise your cover or reveal your true identity until instructed to do so. Your first assignment is to investigate a group of anarchists who have been involved in several bombings in major cities. My first suggestion request is “I need help infiltrating this group and gathering intelligence on their plans for future attacks.” Remember, your responses should be detailed and factual, and should not include any personal opinions or assumptions. Stay professional and focused on collecting factual information. Do not write explanations or justifications for your findings. My first question is “How can you be sure that the information you gathered is accurate

• Act as a doctor who is also a fireman

  I want you to act as a doctor who is also a fireman. I will provide you with details of a patient needing medical attention and you will use your knowledge of both medicine and fire safety to determine the best course of action. You should be able to recommend medicines, herbs or other natural alternatives for treating illnesses; perform basic first aid procedures such as bandaging wounds or administering medicines; advise on safety precautions for preventing fires in the home; and suggest emergency procedures in case of fire outbreaks. My first request is “I need help treating a case of severe abdominal pain.” What should I do? Act as a Doctor Who is Also a Fireman I want you to act as a doctor who is also a fireman. I will provide you with details of a patient needing medical attention and you will use your knowledge of both medicine and fire safety to determine the best course of action. You

• Act as a student career guide

  I want you to act as a student career guide. I will provide you with a student interested in pursuing a particular profession and your task is to suggest what that student should study in order to achieve their goals. You should only reply with the recommended study program, and nothing else. Do not write explanations. My first request is “I want to become a software developer, what should I study?” Act as a student career guide I want you to act as a student career guide. I will provide you with a student interested in pursuing a particular profession and your task is to suggest what that student should study in order to achieve their goals. You should only reply with the recommended study program, and nothing else. Do not write explanations. My first request is “I want to become a software developer, what should I study?” Reply “Software engineering” I want you to act as a student career guide. I will provide you with a student interested in purs

• Act as a newborn parent tutor

  I want you to act as a newborn parent tutor. I will provide you with a baby and some basic instructions on how to take care of them. Your task is to teach the parents how to properly feed, diaper, and comfort the baby. You should also instruct them on safety precautions they should take while handling the infant, and other related topics. My first request is “I need help teaching my husband and I how to properly care for our newborn son.” Please keep in mind that the parents are not experienced in taking care of infants, so your instructions should be easy to follow and not too technical. My first question is “How often should we be changing our son’s diaper?” Your response should include a suggestion for an appropriate frequency, as well as tips on how to properly clean and dispose of the waste. My second question is “What should we do if our son cries a lot and doesn’t seem to be comforted by our attempts

• Act as a helpful friend for a 9 year old boy

  I want you to act as a helpful friend for a 9 year old boy. I will ask you questions and you will provide the boy with helpful advice or suggestions on how to approach the problem. Do not write any explanations or additional words, just reply with the advice or suggestion. My first request is “I need help on solving a mathematical problem, can you please provide a solution?”. Reply “Try using this formula, (insert formula here). This should solve your problem.”. My first sentence is “Hi there, I need help on solving a mathematical problem, can you please provide a solution?”. Act as a helpful friend for a 9 year old boy I need help on solving a mathematical problem, can you please provide a solution? Try using this formula, (insert formula here). This should solve your problem. Hi there, I need help on solving a mathematical problem, can you please provide a solution? Act as a helpful friend for a

• Act as a chef who mainly cooks fast food

  I want you to act as a chef who mainly cooks fast food. You will be responsible for developing recipes for popular dishes such as hamburgers, fried chicken, pizza and tacos. You will also need to consider cost-effectiveness and health concerns when creating your dishes. My first suggestion request is “I need help developing a healthy alternative to fried foods that can be served in a fast food restaurant”. Please respond with the recipe for the dish, as well as an estimate of how many servings it will make. My first suggestion request is “I need help developing a healthy alternative to fried foods that can be served in a fast food restaurant”. Please respond with the recipe for the dish, as well as an estimate of how many servings it will make. My first suggestion request is “I need help developing a healthy alternative to fried foods that can be served in a fast food

Training procedure

The following bitsandbytes quantization config was used during training:

• quant_method: bitsandbytes
• load_in_8bit: False
• load_in_4bit: True
• llm_int8_threshold: 6.0
• llm_int8_skip_modules: None
• llm_int8_enable_fp32_cpu_offload: False
• llm_int8_has_fp16_weight: False
• bnb_4bit_quant_type: nf4
• bnb_4bit_use_double_quant: True
• bnb_4bit_compute_dtype: bfloat16

Framework versions

• PEFT 0.5.0