ecologits-calculator / src /constants.py
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feat: add warning on closed source models
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PROVIDERS = [
("OpenAI", "openai"),
("Anthropic", "anthropic"),
("Cohere", "cohere"),
("Meta", "huggingface_hub/meta"),
("Mistral AI", "mistralai"),
]
OPENAI_MODELS = [
("GPT-4o", "gpt-4o"),
("GPT-4-Turbo", "gpt-4-turbo"),
("GPT-4", "gpt-4"),
("GPT-3.5-Turbo", "gpt-3.5-turbo"),
]
ANTHROPIC_MODELS = [
("Claude 3 Opus", "claude-3-opus-20240229"),
("Claude 3 Sonnet", "claude-3-sonnet-20240229"),
("Claude 3 Haiku", "claude-3-haiku-20240307"),
("Claude 2.1", "claude-2.1"),
("Claude 2.0", "claude-2.0"),
("Claude Instant 1.2", "claude-instant-1.2"),
]
COHERE_MODELS = [
("Command Light", "command-light"),
("Command", "command"),
("Command R", "command-r"),
("Command R+", "command-r-plus"),
]
META_MODELS = [
("Llama 3 8B", "meta-llama/Meta-Llama-3-8B"),
("Llama 3 70B", "meta-llama/Meta-Llama-3-70B"),
("Llama 2 7B", "meta-llama/Llama-2-7b-hf"),
("Llama 2 13B", "meta-llama/Llama-2-13b-hf"),
("Llama 2 70B", "meta-llama/Llama-2-70b-hf"),
]
MISTRALAI_MODELS = [
("Mistral 7B", "open-mistral-7b"),
("Mixtral 8x7B", "open-mixtral-8x7b"),
("Mixtral 8x22B", "open-mixtral-8x22b"),
("Tiny", "mistral-tiny-2312"),
("Small", "mistral-small-2402"),
("Medium", "mistral-medium-2312"),
("Large", "mistral-large-2402"),
]
PROMPTS = [
("Write a Tweet", 50),
("Write an email", 170),
("Write an article summary", 250),
("Small conversation with a chatbot", 400),
("Write a report of 5 pages", 5000),
]
PROMPTS = [(s + f" ({v} output tokens)", v) for (s, v) in PROMPTS]
CLOSED_SOURCE_MODELS = {
"openai/gpt-4o",
"openai/gpt-4-turbo",
"openai/gpt-4",
"openai/gpt-3.5-turbo",
"anthropic/claude-3-opus-20240229",
"anthropic/claude-3-sonnet-20240229",
"anthropic/claude-3-haiku-20240307",
"anthropic/claude-2.1",
"anthropic/claude-2.0",
"anthropic/claude-instant-1.2",
"mistralai/mistral-tiny-2312",
"mistralai/mistral-small-2402",
"mistralai/mistral-medium-2312",
"mistralai/mistral-large-2402",
}
MODELS = [
("OpenAI / GPT-4o", "openai/gpt-4o"),
("OpenAI / GPT-4-Turbo", "openai/gpt-4-turbo"),
("OpenAI / GPT-4", "openai/gpt-4"),
("OpenAI / GPT-3.5-Turbo", "openai/gpt-3.5-turbo"),
("Anthropic / Claude 3 Opus", "anthropic/claude-3-opus-20240229"),
("Anthropic / Claude 3 Sonnet", "anthropic/claude-3-sonnet-20240229"),
("Anthropic / Claude 3 Haiku", "anthropic/claude-3-haiku-20240307"),
("Anthropic / Claude 2.1", "anthropic/claude-2.1"),
("Anthropic / Claude 2.0", "anthropic/claude-2.0"),
("Anthropic / Claude Instant 1.2", "anthropic/claude-instant-1.2"),
("Mistral AI / Mistral 7B", "mistralai/open-mistral-7b"),
("Mistral AI / Mixtral 8x7B", "mistralai/open-mixtral-8x7b"),
("Mistral AI / Mixtral 8x22B", "mistralai/open-mixtral-8x22b"),
("Mistral AI / Tiny", "mistralai/mistral-tiny-2312"),
("Mistral AI / Small", "mistralai/mistral-small-2402"),
("Mistral AI / Medium", "mistralai/mistral-medium-2312"),
("Mistral AI / Large", "mistralai/mistral-large-2402"),
("Meta / Llama 3 8B", "huggingface_hub/meta-llama/Meta-Llama-3-8B"),
("Meta / Llama 3 70B", "huggingface_hub/meta-llama/Meta-Llama-3-70B"),
("Meta / Llama 2 7B", "huggingface_hub/meta-llama/Llama-2-7b-hf"),
("Meta / Llama 2 13B", "huggingface_hub/meta-llama/Llama-2-13b-hf"),
("Meta / Llama 2 70B", "huggingface_hub/meta-llama/Llama-2-70b-hf"),
("Cohere / Command Light", "cohere/command-light"),
("Cohere / Command", "cohere/command"),
("Cohere / Command R", "cohere/command-r"),
("Cohere / Command R+", "cohere/command-r-plus"),
]