| from __future__ import annotations |
| from dataclasses import dataclass |
| from .typing import Union |
| from .Provider import BaseProvider, RetryProvider |
| from .Provider import ( |
| ChatgptLogin, |
| ChatgptAi, |
| ChatBase, |
| Vercel, |
| DeepAi, |
| Aivvm, |
| Bard, |
| H2o, |
| GptGo, |
| Bing, |
| PerplexityAi, |
| Wewordle, |
| Yqcloud, |
| AItianhu, |
| Aichat, |
| ) |
|
|
| @dataclass(unsafe_hash=True) |
| class Model: |
| name: str |
| base_provider: str |
| best_provider: Union[type[BaseProvider], RetryProvider] = None |
|
|
| |
| |
| default = Model( |
| name = "", |
| base_provider = "", |
| best_provider = RetryProvider([ |
| Bing, |
| PerplexityAi, |
| Wewordle, |
| Yqcloud, |
| ChatBase, |
| DeepAi, ChatgptLogin, ChatgptAi, Aivvm, GptGo, AItianhu, Aichat, |
| ]) |
| ) |
|
|
| |
| gpt_35_turbo = Model( |
| name = 'gpt-3.5-turbo', |
| base_provider = 'openai', |
| best_provider = RetryProvider([ |
| DeepAi, ChatgptLogin, ChatgptAi, Aivvm, GptGo, AItianhu, Aichat, |
| ]) |
| ) |
|
|
| gpt_4 = Model( |
| name = 'gpt-4', |
| base_provider = 'openai', |
| best_provider = RetryProvider([ |
| Aivvm |
| ]) |
| ) |
|
|
| |
| palm = Model( |
| name = 'palm', |
| base_provider = 'google', |
| best_provider = Bard) |
|
|
| |
| falcon_7b = Model( |
| name = 'h2oai/h2ogpt-gm-oasst1-en-2048-falcon-7b-v3', |
| base_provider = 'huggingface', |
| best_provider = H2o) |
|
|
| falcon_40b = Model( |
| name = 'h2oai/h2ogpt-gm-oasst1-en-2048-falcon-40b-v1', |
| base_provider = 'huggingface', |
| best_provider = H2o) |
|
|
| llama_13b = Model( |
| name = 'h2oai/h2ogpt-gm-oasst1-en-2048-open-llama-13b', |
| base_provider = 'huggingface', |
| best_provider = H2o) |
|
|
| |
| claude_instant_v1 = Model( |
| name = 'claude-instant-v1', |
| base_provider = 'anthropic', |
| best_provider = Vercel) |
|
|
| claude_v1 = Model( |
| name = 'claude-v1', |
| base_provider = 'anthropic', |
| best_provider = Vercel) |
|
|
| claude_v2 = Model( |
| name = 'claude-v2', |
| base_provider = 'anthropic', |
| best_provider = Vercel) |
|
|
| command_light_nightly = Model( |
| name = 'command-light-nightly', |
| base_provider = 'cohere', |
| best_provider = Vercel) |
|
|
| command_nightly = Model( |
| name = 'command-nightly', |
| base_provider = 'cohere', |
| best_provider = Vercel) |
|
|
| gpt_neox_20b = Model( |
| name = 'EleutherAI/gpt-neox-20b', |
| base_provider = 'huggingface', |
| best_provider = Vercel) |
|
|
| oasst_sft_1_pythia_12b = Model( |
| name = 'OpenAssistant/oasst-sft-1-pythia-12b', |
| base_provider = 'huggingface', |
| best_provider = Vercel) |
|
|
| oasst_sft_4_pythia_12b_epoch_35 = Model( |
| name = 'OpenAssistant/oasst-sft-4-pythia-12b-epoch-3.5', |
| base_provider = 'huggingface', |
| best_provider = Vercel) |
|
|
| santacoder = Model( |
| name = 'bigcode/santacoder', |
| base_provider = 'huggingface', |
| best_provider = Vercel) |
|
|
| bloom = Model( |
| name = 'bigscience/bloom', |
| base_provider = 'huggingface', |
| best_provider = Vercel) |
|
|
| flan_t5_xxl = Model( |
| name = 'google/flan-t5-xxl', |
| base_provider = 'huggingface', |
| best_provider = Vercel) |
|
|
| code_davinci_002 = Model( |
| name = 'code-davinci-002', |
| base_provider = 'openai', |
| best_provider = Vercel) |
|
|
| gpt_35_turbo_16k = Model( |
| name = 'gpt-3.5-turbo-16k', |
| base_provider = 'openai', |
| best_provider = Vercel) |
|
|
| gpt_35_turbo_16k_0613 = Model( |
| name = 'gpt-3.5-turbo-16k-0613', |
| base_provider = 'openai') |
|
|
| gpt_35_turbo_0613 = Model( |
| name = 'gpt-3.5-turbo-0613', |
| base_provider = 'openai', |
| best_provider = [ |
| Aivvm, ChatgptLogin]) |
|
|
| gpt_4_0613 = Model( |
| name = 'gpt-4-0613', |
| base_provider = 'openai', |
| best_provider = Vercel) |
|
|
| text_ada_001 = Model( |
| name = 'text-ada-001', |
| base_provider = 'openai', |
| best_provider = Vercel) |
|
|
| text_babbage_001 = Model( |
| name = 'text-babbage-001', |
| base_provider = 'openai', |
| best_provider = Vercel) |
|
|
| text_curie_001 = Model( |
| name = 'text-curie-001', |
| base_provider = 'openai', |
| best_provider = Vercel) |
|
|
| text_davinci_002 = Model( |
| name = 'text-davinci-002', |
| base_provider = 'openai', |
| best_provider = Vercel) |
|
|
| text_davinci_003 = Model( |
| name = 'text-davinci-003', |
| base_provider = 'openai', |
| best_provider = Vercel) |
|
|
| llama13b_v2_chat = Model( |
| name = 'replicate:a16z-infra/llama13b-v2-chat', |
| base_provider = 'replicate', |
| best_provider = Vercel) |
|
|
| llama7b_v2_chat = Model( |
| name = 'replicate:a16z-infra/llama7b-v2-chat', |
| base_provider = 'replicate', |
| best_provider = Vercel) |
|
|
|
|
| class ModelUtils: |
| convert: dict[str, Model] = { |
| |
| 'gpt-3.5-turbo' : gpt_35_turbo, |
| 'gpt-3.5-turbo-16k' : gpt_35_turbo_16k, |
| 'gpt-4' : gpt_4, |
| 'gpt-4-0613' : gpt_4_0613, |
| 'gpt-3.5-turbo-16k-0613' : gpt_35_turbo_16k_0613, |
| |
| |
| 'palm2' : palm, |
| 'palm' : palm, |
| 'google' : palm, |
| 'google-bard' : palm, |
| 'google-palm' : palm, |
| 'bard' : palm, |
| |
| |
| 'falcon-40b' : falcon_40b, |
| 'falcon-7b' : falcon_7b, |
| 'llama-13b' : llama_13b, |
| |
| |
| 'claude-instant-v1' : claude_instant_v1, |
| 'claude-v1' : claude_v1, |
| 'claude-v2' : claude_v2, |
| 'command-nightly' : command_nightly, |
| 'gpt-neox-20b' : gpt_neox_20b, |
| 'santacoder' : santacoder, |
| 'bloom' : bloom, |
| 'flan-t5-xxl' : flan_t5_xxl, |
| 'code-davinci-002' : code_davinci_002, |
| 'text-ada-001' : text_ada_001, |
| 'text-babbage-001' : text_babbage_001, |
| 'text-curie-001' : text_curie_001, |
| 'text-davinci-002' : text_davinci_002, |
| 'text-davinci-003' : text_davinci_003, |
| 'llama13b-v2-chat' : llama13b_v2_chat, |
| 'llama7b-v2-chat' : llama7b_v2_chat, |
| |
| 'oasst-sft-1-pythia-12b' : oasst_sft_1_pythia_12b, |
| 'oasst-sft-4-pythia-12b-epoch-3.5' : oasst_sft_4_pythia_12b_epoch_35, |
| 'command-light-nightly' : command_light_nightly, |
| } |
