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authorTekky <98614666+xtekky@users.noreply.github.com>2023-09-17 23:24:04 +0200
committerGitHub <noreply@github.com>2023-09-17 23:24:04 +0200
commita1d000ea3b3625702c385d69557c3d9f80712237 (patch)
tree90b6ab77ab6c4c53eb2ac1688178638e22be90d7 /g4f/models.py
parent~ | Merge pull request #907 from MIDORIBIN/fix-type-hint (diff)
parentRevert "Fix type hint" (diff)
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diff --git a/g4f/models.py b/g4f/models.py
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+from __future__ import annotations
+from dataclasses import dataclass
+from .Provider import BaseProvider, Bard, H2o, Vercel
+from .Provider import Aichat, Aivvm, ChatBase, ChatgptAi, ChatgptLogin, CodeLinkAva
+from .Provider import DeepAi, Vercel, Vitalentum, Ylokh, You, Yqcloud
+from .typing import Union
+
+@dataclass
+class Model:
+ name: str
+ base_provider: str
+ best_provider: Union[type[BaseProvider], tuple[type[BaseProvider]]] = None
+
+# Config for HuggingChat, OpenAssistant
+# Works for Liaobots, H2o, OpenaiChat, Yqcloud, You
+default = Model(
+ name="",
+ base_provider="huggingface"
+)
+
+# GPT-3.5 / GPT-4
+gpt_35_turbo = Model(
+ name = 'gpt-3.5-turbo',
+ base_provider = 'openai',
+ best_provider = (
+ Vercel, Aichat, Aivvm, ChatBase, ChatgptAi, ChatgptLogin,
+ CodeLinkAva, DeepAi, Vitalentum, Ylokh, You, Yqcloud
+ )
+)
+
+gpt_4 = Model(
+ name = 'gpt-4',
+ base_provider = 'openai',
+)
+
+# Bard
+palm = Model(
+ name = 'palm',
+ base_provider = 'google',
+ best_provider = Bard)
+
+# H2o
+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)
+
+# Vercel
+claude_instant_v1 = Model(
+ name = 'anthropic:claude-instant-v1',
+ base_provider = 'anthropic',
+ best_provider = Vercel)
+
+claude_v1 = Model(
+ name = 'anthropic:claude-v1',
+ base_provider = 'anthropic',
+ best_provider = Vercel)
+
+claude_v2 = Model(
+ name = 'anthropic:claude-v2',
+ base_provider = 'anthropic',
+ best_provider = Vercel)
+
+command_light_nightly = Model(
+ name = 'cohere:command-light-nightly',
+ base_provider = 'cohere',
+ best_provider = Vercel)
+
+command_nightly = Model(
+ name = 'cohere:command-nightly',
+ base_provider = 'cohere',
+ best_provider = Vercel)
+
+gpt_neox_20b = Model(
+ name = 'huggingface:EleutherAI/gpt-neox-20b',
+ base_provider = 'huggingface',
+ best_provider = Vercel)
+
+oasst_sft_1_pythia_12b = Model(
+ name = 'huggingface:OpenAssistant/oasst-sft-1-pythia-12b',
+ base_provider = 'huggingface',
+ best_provider = Vercel)
+
+oasst_sft_4_pythia_12b_epoch_35 = Model(
+ name = 'huggingface:OpenAssistant/oasst-sft-4-pythia-12b-epoch-3.5',
+ base_provider = 'huggingface',
+ best_provider = Vercel)
+
+santacoder = Model(
+ name = 'huggingface:bigcode/santacoder',
+ base_provider = 'huggingface',
+ best_provider = Vercel)
+
+bloom = Model(
+ name = 'huggingface:bigscience/bloom',
+ base_provider = 'huggingface',
+ best_provider = Vercel)
+
+flan_t5_xxl = Model(
+ name = 'huggingface:google/flan-t5-xxl',
+ base_provider = 'huggingface',
+ best_provider = Vercel)
+
+code_davinci_002 = Model(
+ name = 'openai:code-davinci-002',
+ base_provider = 'openai',
+ best_provider = Vercel)
+
+gpt_35_turbo_16k = Model(
+ name = 'openai:gpt-3.5-turbo-16k',
+ base_provider = 'openai',
+ best_provider = Vercel)
+
+gpt_35_turbo_16k_0613 = Model(
+ name = 'openai:gpt-3.5-turbo-16k-0613',
+ base_provider = 'openai')
+
+gpt_4_0613 = Model(
+ name = 'openai:gpt-4-0613',
+ base_provider = 'openai',
+ best_provider = Vercel)
+
+text_ada_001 = Model(
+ name = 'openai:text-ada-001',
+ base_provider = 'openai',
+ best_provider = Vercel)
+
+text_babbage_001 = Model(
+ name = 'openai:text-babbage-001',
+ base_provider = 'openai',
+ best_provider = Vercel)
+
+text_curie_001 = Model(
+ name = 'openai:text-curie-001',
+ base_provider = 'openai',
+ best_provider = Vercel)
+
+text_davinci_002 = Model(
+ name = 'openai:text-davinci-002',
+ base_provider = 'openai',
+ best_provider = Vercel)
+
+text_davinci_003 = Model(
+ name = 'openai: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 / GPT-4
+ 'gpt-3.5-turbo' : gpt_35_turbo,
+ 'gpt-4' : gpt_4,
+
+ # Bard
+ 'palm2' : palm,
+ 'palm' : palm,
+ 'google' : palm,
+ 'google-bard' : palm,
+ 'google-palm' : palm,
+ 'bard' : palm,
+
+ # H2o
+ 'falcon-40b' : falcon_40b,
+ 'falcon-7b' : falcon_7b,
+ 'llama-13b' : llama_13b,
+
+ # Vercel
+ '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,
+ 'gpt-3.5-turbo-16k' : gpt_35_turbo_16k,
+ 'gpt-4-0613' : gpt_4_0613,
+ '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,
+ 'gpt-3.5-turbo-16k-0613' : gpt_35_turbo_16k_0613,
+ } \ No newline at end of file