openai key → 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
Fine tuning ChatGPT
- davinci, curie
- don’t give multiple example of same prompt
- why do we need to customise model name
- what is gpt Neo
- python hosting vercel
- my experience with fine tuning model will be important
- provide imo and cordinate
- ask for nearest port
- in event of a disaster a bot can be relied upon to provide information about nearest help available “locate nearest vessel”
- fleet owner “is any of my vessel in eca zone/ pirate zone”
- what all information can davinci model provide me?
- there are lot of articles on fine tuning gpt3
{"prompt": "What is IMO of Clipper Aegina?", "completion": "IMO of Clipper Aegina is "} \n
{"prompt": "<prompt text>", "completion": "<ideal generated text>"}
{"prompt": "<prompt text>", "completion": "<ideal generated text>"}
JSONL
- Each line is valid JSON
- extension .jsonl
- Line separator is \n or \r\n
VSCode setup
Questions
- task What are the number of parameters GPT davinci was trained on?
Links
- https://platform.openai.com/docs/guides/fine-tuning
- https://www.reddit.com/r/learnmachinelearning/comments/zu6785/how_would_i_train_a_chatbot_like_chatgpt_on_a/?utm_source=share&utm_medium=android_app&utm_name=androidcss&utm_term=1&utm_content=share_button
- https://huggingface.co/EleutherAI/gpt-neo-2.7B
- https://dev.to/yash_makan/4-best-python-web-app-hosting-services-for-freewith-complete-process-57nb
- https://towardsdatascience.com/unleashing-the-power-of-gpt-how-to-fine-tune-your-model-da35c90766c4
- https://artificialcorner.com/a-simple-guide-to-openai-api-with-python-3bb4ed9a4b0a
- https://towardsdatascience.com/natural-language-processing-from-one-hot-vectors-to-billion-parameter-models-302c7d9058c6
- https://www.marinetraffic.com/en/ais/details/ships/shipid:5915321/mmsi:538008658/imo:9497177/vessel:CLIPPER_AEGINA
- https://medium.datadriveninvestor.com/fine-tuning-gpt-3-for-helpdesk-automation-a-step-by-step-guide-516394df7f1
- https://cobusgreyling.medium.com/creating-a-custom-fine-tuned-model-with-openais-gpt-3-language-api-a847364548b6