Update pricing of models, and include 1106 and 0125 models.

[leobeeson]

New OpenAI Pricing

OpenAI updated the pricing of gpt-3.5-turbo-0125 on February 9.

Changes

This commit includes the following changes:

• Update prices of all models as per OpenAI Pricing page
• Include gpt-3.5-turbo-0125
• Include gpt-3.5-turbo-instruct
• Include gpt-4-0125-preview
• Include gpt-4-1106-preview
• Include gpt-4-1106-vision-preview

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	🚀 This PR description was created by Ellipsis for commit eae0123.

Summary:

This PR updates the pricing of models and adds new models to the MODEL_COSTS dictionary in instructor/cli/usage.py, and updates the get_model_cost function to handle these new models.

Key points:

• Updated pricing of models in MODEL_COSTS dictionary in instructor/cli/usage.py.
• Added new models gpt-3.5-turbo-0125, gpt-3.5-turbo-instruct, gpt-4-0125-preview, gpt-4-1106-preview, and gpt-4-1106-vision-preview to MODEL_COSTS.
• Updated get_model_cost function to handle new models.

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[jxnl]

Are you able to add the new embedding models too? His looks great

[leobeeson]

@jxnl Just added the new embedding models too. Thanks.

[leobeeson]

@jxnl Done! I put together this simple graph for tracking model alias relationships (and hence pricing), and tracking references, which should facilitate future pricing updates:

Model Literals

{
  "gpt-4-0125-preview": {"points_to": "gpt-4-0125-preview", "price": {"input": "0.01 / 1000", "output": "0.03 / 1000"}, "ref": ["https://platform.openai.com/docs/models/gpt-4-and-gpt-4-turbo"]},
  "gpt-4-turbo-preview": {"points_to": "gpt-4-0125-preview", "price": {"input": "0.01 / 1000", "output": "0.03 / 1000"}, "ref": ["https://platform.openai.com/docs/models/gpt-4-and-gpt-4-turbo"]},
  "gpt-4-1106-preview": {"points_to": "gpt-4-1106-preview", "price": {"input": "0.01 / 1000", "output": "0.03 / 1000"}, "ref": ["https://platform.openai.com/docs/models/gpt-4-and-gpt-4-turbo"]},
  "gpt-4-vision-preview": {"points_to": "gpt-4-vision-preview", "price": {"input": "0.01 / 1000", "output": "0.03 / 1000"}, "ref": ["https://platform.openai.com/docs/models/gpt-4-and-gpt-4-turbo"]},
  "gpt-4": {"points_to": "gpt-4-0613", "price": {"input": "0.03 / 1000", "output": "0.06 / 1000"}, "ref": ["https://platform.openai.com/docs/models/gpt-4-and-gpt-4-turbo"]},
  "gpt-4-0314": {"points_to": "gpt-4-0314", "price": {"input": "0.03 / 1000", "output": "0.06 / 1000"}, "ref": ["https://platform.openai.com/docs/deprecations/2023-06-13-updated-chat-models"], "legacy_model": true},
  "gpt-4-0613": {"points_to": "gpt-4-0613", "price": {"input": "0.03 / 1000", "output": "0.06 / 1000"}, "ref": ["https://platform.openai.com/docs/models/gpt-4-and-gpt-4-turbo"]},
  "gpt-4-32k": {"points_to": "gpt-4-32k-0613", "price": {"input": "0.06 / 1000", "output": "0.12 / 1000"}, "ref": ["https://platform.openai.com/docs/models/gpt-4-and-gpt-4-turbo"]},
  "gpt-4-32k-0314": {"points_to": "gpt-4-32k-0314", "price": {"input": "0.06 / 1000", "output": "0.12 / 1000"}, "ref": ["https://platform.openai.com/docs/deprecations/2023-06-13-updated-chat-models"], "legacy_model": true},
  "gpt-4-32k-0613": {"points_to": "gpt-4-32k-0613", "price": {"input": "0.06 / 1000", "output": "0.12 / 1000"}, "ref": ["https://platform.openai.com/docs/models/gpt-4-and-gpt-4-turbo"]},
  "gpt-3.5-turbo": {"points_to": "gpt-3.5-turbo-0125", "price": {"input": "0.0005 / 1000", "output": "0.0015 / 1000"}, "ref": ["https://platform.openai.com/docs/models/gpt-3-5-turbo"]}, // "The gpt-3.5-turbo model alias will be automatically upgraded from gpt-3.5-turbo-0613 to gpt-3.5-turbo-0125 on February 16th."
  "gpt-3.5-turbo-16k": {"points_to": "gpt-3.5-turbo-16k-0613", "price": {"input": "0.0030 / 1000", "output": "0.0040 / 1000"}, "ref": ["https://platform.openai.com/docs/models/gpt-3-5-turbo"]},
  "gpt-3.5-turbo-0301": {"points_to": "gpt-3.5-turbo-0301", "price": {"input": "0.0015 / 1000", "output": "0.0020 / 1000"}, "ref": ["https://platform.openai.com/docs/deprecations/2023-06-13-updated-chat-models"]},
  "gpt-3.5-turbo-0613": {"points_to": "gpt-3.5-turbo-0613", "price": {"input": "0.0015 / 1000", "output": "0.0020 / 1000"}, "ref": ["https://platform.openai.com/docs/models/gpt-3-5-turbo"], "legacy_model": true}, // "The gpt-3.5-turbo model alias will be automatically upgraded from gpt-3.5-turbo-0613 to gpt-3.5-turbo-0125 on February 16th."
  "gpt-3.5-turbo-1106": {"points_to": "gpt-3.5-turbo-1106", "price": {"input": "0.0010 / 1000", "output": "0.0020 / 1000"}, "ref": ["https://platform.openai.com/docs/models/gpt-3-5-turbo"]},
  "gpt-3.5-turbo-0125": {"points_to": "gpt-3.5-turbo-0125", "price": {"input": "0.0005 / 1000", "output": "0.0015 / 1000"}, "ref": ["https://platform.openai.com/docs/models/gpt-3-5-turbo"]},
  "gpt-3.5-turbo-16k-0613": {"points_to": "gpt-3.5-turbo-16k-0613", "price": {"input": "0.0030 / 1000", "output": "0.0040 / 1000"}, "ref": ["https://platform.openai.com/docs/deprecations/2023-11-06-chat-model-updates"], "legacy_model": true},
  "gpt-3.5-turbo-instruct": {"points_to": "gpt-3.5-turbo-instruct", "price": {"input": "0.0015 / 1000", "output": "0.0020 / 1000"}, "ref": ["https://platform.openai.com/docs/models/gpt-3-5-turbo"]},
  "text-embedding-3-small": {"price": "0.00002 / 1000"},
  "text-embedding-3-large": {"price": "0.00013 / 1000"},
  "text-embedding-ada-002": {"price": "0.00010 / 1000"},
}

[leobeeson]

@jxnl I've reintroduce the behaviour of using a future model version's prefix to match it to it's model family alias. Good catch, thanks.