From 6048aa37d4e6ed856dc46c447a70ac569d7add19 Mon Sep 17 00:00:00 2001 From: Kaustubh Maske Patil <37668193+nikochiko@users.noreply.github.com> Date: Fri, 6 Dec 2024 13:35:49 +0530 Subject: [PATCH 1/4] add pricing entry for o1-preview & o1-mini --- scripts/init_llm_pricing.py | 68 +++++++++++++++++++++++++------------ 1 file changed, 46 insertions(+), 22 deletions(-) diff --git a/scripts/init_llm_pricing.py b/scripts/init_llm_pricing.py index b944801cc..f3df55bf6 100644 --- a/scripts/init_llm_pricing.py +++ b/scripts/init_llm_pricing.py @@ -5,6 +5,30 @@ def run(): + # o1-preview + + llm_pricing_create( + model_id="o1-preview-2024-09-12", + model_name=LargeLanguageModels.o1_preview.name, + unit_cost_input=15, + unit_cost_output=60, + unit_quantity=10**6, + provider=ModelProvider.openai, + pricing_url="https://openai.com/api/pricing/", + ) + + # o1-mini + + llm_pricing_create( + model_id="o1-mini-2024-09-12", + model_name=LargeLanguageModels.o1_mini.name, + unit_cost_input=3, + unit_cost_output=12, + unit_quantity=10**6, + provider=ModelProvider.openai, + pricing_url="https://openai.com/api/pricing/", + ) + # GPT-4o-mini llm_pricing_create( @@ -14,7 +38,7 @@ def run(): unit_cost_output=0.600, unit_quantity=10**6, provider=ModelProvider.openai, - pricing_url="https://openai.com/pricing", + pricing_url="https://openai.com/api/pricing", ) # GPT-4o @@ -26,7 +50,7 @@ def run(): unit_cost_output=15, unit_quantity=10**6, provider=ModelProvider.openai, - pricing_url="https://openai.com/pricing", + pricing_url="https://openai.com/api/pricing", ) llm_pricing_create( model_id="gpt-4o-2024-08-06", @@ -35,7 +59,7 @@ def run(): unit_cost_output=10, unit_quantity=10**6, provider=ModelProvider.openai, - pricing_url="https://openai.com/pricing", + pricing_url="https://openai.com/api/pricing", ) llm_pricing_create( model_id="gpt-4o", @@ -44,7 +68,7 @@ def run(): unit_cost_output=15, unit_quantity=10**6, provider=ModelProvider.openai, - pricing_url="https://openai.com/pricing", + pricing_url="https://openai.com/api/pricing", ) llm_pricing_create( model_id="openai-gpt-4o-prod-eastus2-1", @@ -68,7 +92,7 @@ def run(): unit_quantity=1000, category=category, provider=ModelProvider.openai, - pricing_url="https://openai.com/pricing", + pricing_url="https://openai.com/api/pricing", ), ) ModelPricing.objects.get_or_create( @@ -80,7 +104,7 @@ def run(): unit_quantity=1000, category=category, provider=ModelProvider.openai, - pricing_url="https://openai.com/pricing", + pricing_url="https://openai.com/api/pricing", ), ) @@ -120,7 +144,7 @@ def run(): unit_quantity=1000, category=category, provider=ModelProvider.openai, - pricing_url="https://openai.com/pricing", + pricing_url="https://openai.com/api/pricing", ), ) ModelPricing.objects.get_or_create( @@ -132,7 +156,7 @@ def run(): unit_quantity=1000, category=category, provider=ModelProvider.openai, - pricing_url="https://openai.com/pricing", + pricing_url="https://openai.com/api/pricing", ), ) @@ -147,7 +171,7 @@ def run(): unit_quantity=1000, category=category, provider=ModelProvider.openai, - pricing_url="https://openai.com/pricing", + pricing_url="https://openai.com/api/pricing", ), ) ModelPricing.objects.get_or_create( @@ -159,7 +183,7 @@ def run(): unit_quantity=1000, category=category, provider=ModelProvider.openai, - pricing_url="https://openai.com/pricing", + pricing_url="https://openai.com/api/pricing", ), ) @@ -174,7 +198,7 @@ def run(): unit_quantity=1000, category=category, provider=ModelProvider.openai, - pricing_url="https://openai.com/pricing", + pricing_url="https://openai.com/api/pricing", ), ) ModelPricing.objects.get_or_create( @@ -186,7 +210,7 @@ def run(): unit_quantity=1000, category=category, provider=ModelProvider.openai, - pricing_url="https://openai.com/pricing", + pricing_url="https://openai.com/api/pricing", ), ) @@ -226,7 +250,7 @@ def run(): unit_quantity=1000, category=category, provider=ModelProvider.openai, - pricing_url="https://openai.com/pricing", + pricing_url="https://openai.com/api/pricing", ), ) ModelPricing.objects.get_or_create( @@ -238,7 +262,7 @@ def run(): unit_quantity=1000, category=category, provider=ModelProvider.openai, - pricing_url="https://openai.com/pricing", + pricing_url="https://openai.com/api/pricing", ), ) @@ -278,7 +302,7 @@ def run(): unit_quantity=1000, category=category, provider=ModelProvider.openai, - pricing_url="https://openai.com/pricing", + pricing_url="https://openai.com/api/pricing", ), ) ModelPricing.objects.get_or_create( @@ -290,7 +314,7 @@ def run(): unit_quantity=1000, category=category, provider=ModelProvider.openai, - pricing_url="https://openai.com/pricing", + pricing_url="https://openai.com/api/pricing", ), ) @@ -305,7 +329,7 @@ def run(): unit_quantity=1000, category=category, provider=ModelProvider.openai, - pricing_url="https://openai.com/pricing", + pricing_url="https://openai.com/api/pricing", ), ) ModelPricing.objects.get_or_create( @@ -317,7 +341,7 @@ def run(): unit_quantity=1000, category=category, provider=ModelProvider.openai, - pricing_url="https://openai.com/pricing", + pricing_url="https://openai.com/api/pricing", ), ) @@ -332,7 +356,7 @@ def run(): unit_quantity=1000, category=category, provider=ModelProvider.openai, - pricing_url="https://openai.com/pricing", + pricing_url="https://openai.com/api/pricing", ), ) ModelPricing.objects.get_or_create( @@ -344,7 +368,7 @@ def run(): unit_quantity=1000, category=category, provider=ModelProvider.openai, - pricing_url="https://openai.com/pricing", + pricing_url="https://openai.com/api/pricing", ), ) @@ -384,7 +408,7 @@ def run(): unit_quantity=1000, category=category, provider=ModelProvider.openai, - pricing_url="https://openai.com/pricing", + pricing_url="https://openai.com/api/pricing", ), ) ModelPricing.objects.get_or_create( @@ -396,7 +420,7 @@ def run(): unit_quantity=1000, category=category, provider=ModelProvider.openai, - pricing_url="https://openai.com/pricing", + pricing_url="https://openai.com/api/pricing", ), ) From bca5888bf24ebfb210fdb3fa9de6e681c9e2c8eb Mon Sep 17 00:00:00 2001 From: Kaustubh Maske Patil <37668193+nikochiko@users.noreply.github.com> Date: Fri, 6 Dec 2024 13:36:16 +0530 Subject: [PATCH 2/4] allow temperature=None, LLMSpec.supports_temperature, and use max_completion_tokens instead of max_tokens breaking changes with o1 --- daras_ai_v2/language_model.py | 44 ++++++++++++++++++++++++++++------- 1 file changed, 36 insertions(+), 8 deletions(-) diff --git a/daras_ai_v2/language_model.py b/daras_ai_v2/language_model.py index d48803f3a..68d642c21 100644 --- a/daras_ai_v2/language_model.py +++ b/daras_ai_v2/language_model.py @@ -71,10 +71,35 @@ class LLMSpec(typing.NamedTuple): is_vision_model: bool = False is_deprecated: bool = False supports_json: bool = False + supports_temperature: bool = True class LargeLanguageModels(Enum): - # https://platform.openai.com/docs/models/gpt-4o + # https://platform.openai.com/docs/models#o1 + o1_preview = LLMSpec( + label="o1-preview (openai)", + model_id="o1-preview-2024-09-12", + llm_api=LLMApis.openai, + context_window=128_000, + price=50, + is_vision_model=False, + supports_json=False, + supports_temperature=False, + ) + + # https://platform.openai.com/docs/models#o1 + o1_mini = LLMSpec( + label="o1-mini (openai)", + model_id="o1-mini-2024-09-12", + llm_api=LLMApis.openai, + context_window=128_000, + price=13, + is_vision_model=False, + supports_json=False, + supports_temperature=False, + ) + + # https://platform.openai.com/docs/models#gpt-4o gpt_4_o = LLMSpec( label="GPT-4o (openai)", model_id="gpt-4o-2024-08-06", @@ -84,7 +109,7 @@ class LargeLanguageModels(Enum): is_vision_model=True, supports_json=True, ) - # https://platform.openai.com/docs/models/gpt-4o-mini + # https://platform.openai.com/docs/models#gpt-4o-mini gpt_4_o_mini = LLMSpec( label="GPT-4o-mini (openai)", model_id="gpt-4o-mini", @@ -488,6 +513,7 @@ def __init__(self, *args): self.is_chat_model = spec.is_chat_model self.is_vision_model = spec.is_vision_model self.supports_json = spec.supports_json + self.supports_temperature = spec.supports_temperature @property def value(self): @@ -592,6 +618,8 @@ def run_language_model( messages[0]["content"] = "\n\n".join( [get_entry_text(messages[0]), DEFAULT_JSON_PROMPT] ) + if not model.supports_temperature: + temperature = None result = _run_chat_model( api=model.llm_api, model=model.model_id, @@ -728,7 +756,7 @@ def _run_chat_model( messages: list[ConversationEntry], max_tokens: int, num_outputs: int, - temperature: float, + temperature: float | None, stop: list[str] | None, avoid_repetition: bool, tools: list[LLMTool] | None, @@ -743,7 +771,7 @@ def _run_chat_model( return _run_openai_chat( model=model, avoid_repetition=avoid_repetition, - max_tokens=max_tokens, + max_completion_tokens=max_tokens, messages=messages, num_outputs=num_outputs, stop=stop, @@ -997,9 +1025,9 @@ def _run_openai_chat( *, model: str, messages: list[ConversationEntry], - max_tokens: int, + max_completion_tokens: int, num_outputs: int, - temperature: float, + temperature: float | None = None, stop: list[str] | None = None, avoid_repetition: bool = False, tools: list[LLMTool] | None = None, @@ -1021,10 +1049,10 @@ def _run_openai_chat( _get_chat_completions_create( model=model_str, messages=messages, - max_tokens=max_tokens, + max_completion_tokens=max_completion_tokens, stop=stop or NOT_GIVEN, n=num_outputs, - temperature=temperature, + temperature=temperature or NOT_GIVEN, frequency_penalty=frequency_penalty, presence_penalty=presence_penalty, tools=[tool.spec for tool in tools] if tools else NOT_GIVEN, From 04b1c1f94fc0fe5fac743ffa6c5b4f79da4a30a2 Mon Sep 17 00:00:00 2001 From: Kaustubh Maske Patil <37668193+nikochiko@users.noreply.github.com> Date: Fri, 6 Dec 2024 13:44:42 +0530 Subject: [PATCH 3/4] bugfix: allow sending temperature=0 values with a stricter `if temperature is None` comparison when falling back to NOT_GIVEN --- daras_ai_v2/language_model.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/daras_ai_v2/language_model.py b/daras_ai_v2/language_model.py index 68d642c21..f01adde57 100644 --- a/daras_ai_v2/language_model.py +++ b/daras_ai_v2/language_model.py @@ -1052,7 +1052,7 @@ def _run_openai_chat( max_completion_tokens=max_completion_tokens, stop=stop or NOT_GIVEN, n=num_outputs, - temperature=temperature or NOT_GIVEN, + temperature=temperature if temperature is not None else NOT_GIVEN, frequency_penalty=frequency_penalty, presence_penalty=presence_penalty, tools=[tool.spec for tool in tools] if tools else NOT_GIVEN, From afb49396e85c0d6bb713bb78ee8f3ef587e33629 Mon Sep 17 00:00:00 2001 From: Kaustubh Maske Patil <37668193+nikochiko@users.noreply.github.com> Date: Fri, 6 Dec 2024 14:57:33 +0530 Subject: [PATCH 4/4] update tiktoken version for o1 tokenisation info --- poetry.lock | 118 +++++++++++++++---------------------------------- pyproject.toml | 2 +- 2 files changed, 36 insertions(+), 84 deletions(-) diff --git a/poetry.lock b/poetry.lock index 6d8d2ac76..c5b2cf268 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. 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