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on
T4
Running
on
T4
File size: 2,472 Bytes
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from typing import List, Optional, Union, Dict, Any, Literal
from pydantic import BaseModel, Field
class ChatMessage(BaseModel):
role: str = Field()
content: str = Field()
class Logprob(BaseModel):
token: str
logprob: float
top_logprobs: Optional[List[Dict[str, Any]]] = None
class LogprobsContent(BaseModel):
content: Optional[List[Logprob]] = None
refusal: Optional[List[Logprob]] = None
class FunctionCall(BaseModel):
name: str
arguments: str
class ChatCompletionMessage(BaseModel):
role: Optional[str] = Field(
None, description="The role of the author of this message"
)
content: Optional[str] = Field(None, description="The contents of the message")
reasoning_content: Optional[str] = Field(
None, description="The reasoning contents of the message"
)
tool_calls: Optional[List[Dict[str, Any]]] = Field(
None, description="Tool calls generated by the model"
)
class PromptTokensDetails(BaseModel):
cached_tokens: int
class CompletionTokensDetails(BaseModel):
reasoning_tokens: int
accepted_prediction_tokens: int
rejected_prediction_tokens: int
class Usage(BaseModel):
prompt_tokens: int
completion_tokens: int
total_tokens: int
prompt_tokens_details: Optional[PromptTokensDetails]
# completion_tokens_details: CompletionTokensDetails
class ChatCompletionChoice(BaseModel):
index: int
message: Optional[ChatCompletionMessage] = None
delta: Optional[ChatCompletionMessage] = None
logprobs: Optional[LogprobsContent] = None
finish_reason: Optional[str] = Field(
..., description="Reason for stopping: stop, length, content_filter, tool_calls"
)
class ChatCompletion(BaseModel):
id: str = Field(..., description="Unique identifier for the chat completion")
object: Literal["chat.completion"] = "chat.completion"
created: int = Field(..., description="Unix timestamp of creation")
model: str
choices: List[ChatCompletionChoice]
usage: Usage
class ChatCompletionChunk(BaseModel):
id: str = Field(..., description="Unique identifier for the chat completion")
object: Literal["chat.completion.chunk"] = "chat.completion.chunk"
created: int = Field(..., description="Unix timestamp of creation")
model: str
choices: List[ChatCompletionChoice]
usage: Optional[Usage]
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