Table of Contents

Class GeminiModel

Namespace
Uralstech.UGemini.Models

Information about a Generative Language Model.

public class GeminiModel : GeminiModelId
Inheritance
GeminiModel
Inherited Members
Extension Methods

Fields

Aqa

You can use the AQA model to perform Attributed Question-Answering (AQA)–related tasks over a document, corpus, or a set of passages. The AQA model returns answers to questions that are grounded in provided sources, along with estimating answerable probability. 
public static readonly GeminiModelId Aqa

Field Value

GeminiModelId

Remarks

Supports text input.

Description

A short description of the model.

public string Description

Field Value

string

DisplayName

The human-readable name of the model. E.g. "Chat Bison".

public string DisplayName

Field Value

string

Remarks

The name can be up to 128 characters long and can consist of any UTF-8 characters.

Gemini1_0Pro

Gemini 1.0 Pro is an NLP model that handles tasks like multi-turn text and code chat, and code generation. 
public static readonly GeminiModelId Gemini1_0Pro

Field Value

GeminiModelId

Remarks

Supports text input.

Gemini1_0ProTuning

Finetuning-supported version of Gemini1_0Pro.

public static readonly GeminiModelId Gemini1_0ProTuning

Field Value

GeminiModelId

Remarks

Gemini 1.0 Pro is an NLP model that handles tasks like multi-turn text and code chat, and code generation. Supports text input.

Gemini1_0ProVision

Note: Gemini 1.0 Pro Vision is deprecated. Use 1.5 Flash or 1.5 Pro instead.

Gemini 1.0 Pro Vision is a performance-optimized multimodal model that can perform visual-related tasks.
For example, 1.0 Pro Vision can generate image descriptions, identify objects present in images, provide
information about places or objects present in images, and more. 
public static readonly GeminiModelId Gemini1_0ProVision

Field Value

GeminiModelId

Remarks

Supports image, video and text input.

Gemini1_5Flash

Gemini 1.5 Flash is a fast and versatile multimodal model for scaling across diverse tasks. 
public static readonly GeminiModelId Gemini1_5Flash

Field Value

GeminiModelId

Remarks

Supports audio, image, video and text input.

Gemini1_5FlashTuning

Finetuning-supported version of Gemini1_5Flash.

public static readonly GeminiModelId Gemini1_5FlashTuning

Field Value

GeminiModelId

Remarks

Gemini 1.5 Flash is a fast and versatile multimodal model for scaling across diverse tasks. Supports audio, image, video and text input.

Gemini1_5Pro

Gemini 1.5 Pro is a mid-size multimodal model that is optimized for a wide-range of reasoning tasks.
1.5 Pro can process large amounts of data at once, including 2 hours of video, 19 hours of audio,
codebases with 60,000 lines of code, or 2,000 pages of text. 
public static readonly GeminiModelId Gemini1_5Pro

Field Value

GeminiModelId

Remarks

Supports audio, image, video and text input.

InputTokenLimit

Maximum number of input tokens allowed for this model.

public int InputTokenLimit

Field Value

int

MaxTemperature

The maximum temperature this model can use.

public float MaxTemperature

Field Value

float

OutputTokenLimit

Maximum number of output tokens available for this model.

public int OutputTokenLimit

Field Value

int

SupportedGenerationMethods

The model's supported generation methods.

public string[] SupportedGenerationMethods

Field Value

string[]

Remarks

The method names are defined as Pascal case strings, such as generateMessage which correspond to API methods.

Temperature

Controls the randomness of the output.

public float Temperature

Field Value

float

Remarks

Values can range over [0.0,2.0], inclusive. A higher value will produce responses that are more varied, while a value closer to
0.0 will typically result in less surprising responses from the model. This value specifies default to be used by the backend
while making the call to the model.

TextEmbedding004

text-embedding-004 achieves a stronger retrieval performance and outperforms existing models with comparable dimensions, on the standard MTEB embedding benchmarks. 
public static readonly GeminiModelId TextEmbedding004

Field Value

GeminiModelId

Remarks

Supports text input.

TopK

For Top-k sampling.

public int TopK

Field Value

int

Remarks

Top-k sampling considers the set of topK most probable tokens. This value specifies default to be used by the backend while making the call
to the model. If unset, indicates the model doesn't use top-k sampling, and topK isn't allowed as a generation parameter.

TopP

For Nucleus sampling.

public float TopP

Field Value

float

Remarks

Nucleus sampling considers the smallest set of tokens whose probability sum is at least topP. This value specifies default to be used
by the backend while making the call to the model.

Version

The version number of the model.

public string Version

Field Value

string

Remarks

This represents the major version

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