截止20250826 Google Gemini的modellists 模型列表
Google AI模型库概览 Google提供70多个AI模型,涵盖多模态、文本生成、图像处理和问答系统等。主要包括: Gemini系列:多模态大语言模型 1.5/2.0/2.5版本迭代演进 Pro/Flash/Flash-Lite不同规模 支持百万级tokens上下文 Gemma系列:轻量级开源模型 1B到27B参数规格 适用于资源受限场景 专业模型 Imagen:文本生成图像 AQA:溯源问答
核心摘要
这份列表包含了 70个模型,涵盖了文本生成、多模态理解、文本嵌入、图像生成和专业问答等多种类型。模型主要来自以下几个系列:
-
Gemini 系列:核心的多模态大语言模型(如 Gemini 1.5 Pro, Gemini 1.5 Flash, Gemini 2.0, Gemini 2.5)。
-
Gemma 系列:Google 推出的开源轻量级语言模型。
-
Embedding 系列:用于生成文本向量表示的模型。
-
Imagen 系列:Google 的文本生成图像模型。
-
专业模型:如用于溯源问答的 AQA 模型和用于教育的 LearnLM。
按模型类型和系列分类解读
1. 多模态大语言模型 (Gemini 系列)
这是列表中最主要的部分,型号繁多,可分为几个子类:
-
Gemini 1.5 系列:
-
Pro 型号 (
gemini-1.5-pro-*
):均衡的性能,主打超长上下文(最高达 2M tokens)。包含稳定版(如-002
,-001
)和指向最新版本的别名(-latest
)。 -
Flash 型号 (
gemini-1.5-flash-*
):更轻量、更快速的版本,上下文长度稍短(1M tokens)。同样包含稳定版和别名。 -
Flash-8B 型号 (
gemini-1.5-flash-8b-*
):最小、成本最低的 Flash 模型,参数量为 80 亿。
-
-
Gemini 2.0 系列:
-
主要集中在 Flash 和 Flash-Lite 型号上,上下文长度统一为 1M tokens。包含稳定版(
-001
)、实验版(-exp
)和预览版(-preview
)。值得注意的是,有一些 2.0 的实验版实际上描述的是 2.5 的功能,这可能意味着内部版本的迭代。
-
-
Gemini 2.5 系列(最新一代):
-
重大升级:上下文长度标准提升至 1,048,576 tokens (~1M),输出长度大幅增加至 65,536 tokens。
-
核心特性:普遍支持
thinking
(思考) 功能(允许模型进行更深度的推理)和batchGenerateContent
(批量处理)方法。 -
Pro 型号 (
gemini-2.5-pro-*
):高性能版本,有多个预览版和一个稳定的最终版(gemini-2.5-pro
,发布于 2025年6月17日)。 -
Flash 型号 (
gemini-2.5-flash-*
):快速版本,同样支持长上下文和思考功能。 -
Flash-Lite 型号 (
gemini-2.5-flash-lite-*
):更轻量的版本。 -
TTS 预览版 (
*-preview-tts
):专门用于文本转语音任务的特殊版本,输入输出限制与其他版本不同。
-
2. 轻量级语言模型 (Gemma 系列)
这是 Google 的开源模型系列,参数规模较小,适合资源受限的场景。
-
型号:包含
1B
,4B
,12B
,27B
四种参数规模,上下文长度一般为 32K tokens(27B-it
为 131K)。 -
特点:名称中的
-it
代表 "Instruction-Tuned",即经过指令微调,更适合对话交互。此外还有超小规模的3n-e4b-it
和3n-e2b-it
(40亿和20亿参数)。
3. 文本嵌入模型 (Embedding 系列)
用于将文本转换为数值向量,适用于搜索、聚类、分类等任务。
-
老型号:
embedding-gecko-001
,embedding-001
。 -
新型号:
text-embedding-004
(稳定版),gemini-embedding-001
和实验版gemini-embedding-exp-*
(支持更长的 8K tokens 输入)。
4. 图像生成模型 (Imagen 系列)
文生图模型。
-
Imagen 3.0:稳定版本 (
imagen-3.0-generate-002
)。 -
Imagen 4.0:预览版本 (
imagen-4.0-generate-preview-06-06
),代表更先进的图像生成能力。
5. 专业任务模型
-
AQA (
models/aqa
):Attributed Question Answering(归因问答) 模型。其核心功能是根据提供的资料生成答案,并确保答案可溯源,同时会估算“可回答的概率”。使用generateAnswer
方法而非通用的generateContent
。 -
LearnLM (
learnlm-2.0-flash-experimental
):专为教育场景优化的实验性模型。
{
"models":
[
{
"name": "models/embedding-gecko-001",
"version": "001",
"displayName": "Embedding Gecko",
"description": "Obtain a distributed representation of a text.",
"inputTokenLimit": 1024,
"outputTokenLimit": 1,
"supportedGenerationMethods":
[
"embedText",
"countTextTokens"
]
},
{
"name": "models/gemini-1.5-pro-latest",
"version": "001",
"displayName": "Gemini 1.5 Pro Latest",
"description": "Alias that points to the most recent production (non-experimental) release of Gemini 1.5 Pro, our mid-size multimodal model that supports up to 2 million tokens.",
"inputTokenLimit": 2000000,
"outputTokenLimit": 8192,
"supportedGenerationMethods":
[
"generateContent",
"countTokens"
],
"temperature": 1,
"topP": 0.95,
"topK": 40,
"maxTemperature": 2
},
{
"name": "models/gemini-1.5-pro-002",
"version": "002",
"displayName": "Gemini 1.5 Pro 002",
"description": "Stable version of Gemini 1.5 Pro, our mid-size multimodal model that supports up to 2 million tokens, released in September of 2024.",
"inputTokenLimit": 2000000,
"outputTokenLimit": 8192,
"supportedGenerationMethods":
[
"generateContent",
"countTokens",
"createCachedContent"
],
"temperature": 1,
"topP": 0.95,
"topK": 40,
"maxTemperature": 2
},
{
"name": "models/gemini-1.5-pro",
"version": "001",
"displayName": "Gemini 1.5 Pro",
"description": "Stable version of Gemini 1.5 Pro, our mid-size multimodal model that supports up to 2 million tokens, released in May of 2024.",
"inputTokenLimit": 2000000,
"outputTokenLimit": 8192,
"supportedGenerationMethods":
[
"generateContent",
"countTokens"
],
"temperature": 1,
"topP": 0.95,
"topK": 40,
"maxTemperature": 2
},
{
"name": "models/gemini-1.5-flash-latest",
"version": "001",
"displayName": "Gemini 1.5 Flash Latest",
"description": "Alias that points to the most recent production (non-experimental) release of Gemini 1.5 Flash, our fast and versatile multimodal model for scaling across diverse tasks.",
"inputTokenLimit": 1000000,
"outputTokenLimit": 8192,
"supportedGenerationMethods":
[
"generateContent",
"countTokens"
],
"temperature": 1,
"topP": 0.95,
"topK": 40,
"maxTemperature": 2
},
{
"name": "models/gemini-1.5-flash",
"version": "001",
"displayName": "Gemini 1.5 Flash",
"description": "Alias that points to the most recent stable version of Gemini 1.5 Flash, our fast and versatile multimodal model for scaling across diverse tasks.",
"inputTokenLimit": 1000000,
"outputTokenLimit": 8192,
"supportedGenerationMethods":
[
"generateContent",
"countTokens"
],
"temperature": 1,
"topP": 0.95,
"topK": 40,
"maxTemperature": 2
},
{
"name": "models/gemini-1.5-flash-002",
"version": "002",
"displayName": "Gemini 1.5 Flash 002",
"description": "Stable version of Gemini 1.5 Flash, our fast and versatile multimodal model for scaling across diverse tasks, released in September of 2024.",
"inputTokenLimit": 1000000,
"outputTokenLimit": 8192,
"supportedGenerationMethods":
[
"generateContent",
"countTokens",
"createCachedContent"
],
"temperature": 1,
"topP": 0.95,
"topK": 40,
"maxTemperature": 2
},
{
"name": "models/gemini-1.5-flash-8b",
"version": "001",
"displayName": "Gemini 1.5 Flash-8B",
"description": "Stable version of Gemini 1.5 Flash-8B, our smallest and most cost effective Flash model, released in October of 2024.",
"inputTokenLimit": 1000000,
"outputTokenLimit": 8192,
"supportedGenerationMethods":
[
"createCachedContent",
"generateContent",
"countTokens"
],
"temperature": 1,
"topP": 0.95,
"topK": 40,
"maxTemperature": 2
},
{
"name": "models/gemini-1.5-flash-8b-001",
"version": "001",
"displayName": "Gemini 1.5 Flash-8B 001",
"description": "Stable version of Gemini 1.5 Flash-8B, our smallest and most cost effective Flash model, released in October of 2024.",
"inputTokenLimit": 1000000,
"outputTokenLimit": 8192,
"supportedGenerationMethods":
[
"createCachedContent",
"generateContent",
"countTokens"
],
"temperature": 1,
"topP": 0.95,
"topK": 40,
"maxTemperature": 2
},
{
"name": "models/gemini-1.5-flash-8b-latest",
"version": "001",
"displayName": "Gemini 1.5 Flash-8B Latest",
"description": "Alias that points to the most recent production (non-experimental) release of Gemini 1.5 Flash-8B, our smallest and most cost effective Flash model, released in October of 2024.",
"inputTokenLimit": 1000000,
"outputTokenLimit": 8192,
"supportedGenerationMethods":
[
"createCachedContent",
"generateContent",
"countTokens"
],
"temperature": 1,
"topP": 0.95,
"topK": 40,
"maxTemperature": 2
},
{
"name": "models/gemini-2.5-pro-preview-03-25",
"version": "2.5-preview-03-25",
"displayName": "Gemini 2.5 Pro Preview 03-25",
"description": "Gemini 2.5 Pro Preview 03-25",
"inputTokenLimit": 1048576,
"outputTokenLimit": 65536,
"supportedGenerationMethods":
[
"generateContent",
"countTokens",
"createCachedContent",
"batchGenerateContent"
],
"temperature": 1,
"topP": 0.95,
"topK": 64,
"maxTemperature": 2,
"thinking": true
},
{
"name": "models/gemini-2.5-flash-preview-05-20",
"version": "2.5-preview-05-20",
"displayName": "Gemini 2.5 Flash Preview 05-20",
"description": "Preview release (April 17th, 2025) of Gemini 2.5 Flash",
"inputTokenLimit": 1048576,
"outputTokenLimit": 65536,
"supportedGenerationMethods":
[
"generateContent",
"countTokens",
"createCachedContent",
"batchGenerateContent"
],
"temperature": 1,
"topP": 0.95,
"topK": 64,
"maxTemperature": 2,
"thinking": true
},
{
"name": "models/gemini-2.5-flash",
"version": "001",
"displayName": "Gemini 2.5 Flash",
"description": "Stable version of Gemini 2.5 Flash, our mid-size multimodal model that supports up to 1 million tokens, released in June of 2025.",
"inputTokenLimit": 1048576,
"outputTokenLimit": 65536,
"supportedGenerationMethods":
[
"generateContent",
"countTokens",
"createCachedContent",
"batchGenerateContent"
],
"temperature": 1,
"topP": 0.95,
"topK": 64,
"maxTemperature": 2,
"thinking": true
},
{
"name": "models/gemini-2.5-flash-lite-preview-06-17",
"version": "2.5-preview-06-17",
"displayName": "Gemini 2.5 Flash-Lite Preview 06-17",
"description": "Preview release (June 11th, 2025) of Gemini 2.5 Flash-Lite",
"inputTokenLimit": 1048576,
"outputTokenLimit": 65536,
"supportedGenerationMethods":
[
"generateContent",
"countTokens",
"createCachedContent",
"batchGenerateContent"
],
"temperature": 1,
"topP": 0.95,
"topK": 64,
"maxTemperature": 2,
"thinking": true
},
{
"name": "models/gemini-2.5-pro-preview-05-06",
"version": "2.5-preview-05-06",
"displayName": "Gemini 2.5 Pro Preview 05-06",
"description": "Preview release (May 6th, 2025) of Gemini 2.5 Pro",
"inputTokenLimit": 1048576,
"outputTokenLimit": 65536,
"supportedGenerationMethods":
[
"generateContent",
"countTokens",
"createCachedContent",
"batchGenerateContent"
],
"temperature": 1,
"topP": 0.95,
"topK": 64,
"maxTemperature": 2,
"thinking": true
},
{
"name": "models/gemini-2.5-pro-preview-06-05",
"version": "2.5-preview-06-05",
"displayName": "Gemini 2.5 Pro Preview",
"description": "Preview release (June 5th, 2025) of Gemini 2.5 Pro",
"inputTokenLimit": 1048576,
"outputTokenLimit": 65536,
"supportedGenerationMethods":
[
"generateContent",
"countTokens",
"createCachedContent",
"batchGenerateContent"
],
"temperature": 1,
"topP": 0.95,
"topK": 64,
"maxTemperature": 2,
"thinking": true
},
{
"name": "models/gemini-2.5-pro",
"version": "2.5",
"displayName": "Gemini 2.5 Pro",
"description": "Stable release (June 17th, 2025) of Gemini 2.5 Pro",
"inputTokenLimit": 1048576,
"outputTokenLimit": 65536,
"supportedGenerationMethods":
[
"generateContent",
"countTokens",
"createCachedContent",
"batchGenerateContent"
],
"temperature": 1,
"topP": 0.95,
"topK": 64,
"maxTemperature": 2,
"thinking": true
},
{
"name": "models/gemini-2.0-flash-exp",
"version": "2.0",
"displayName": "Gemini 2.0 Flash Experimental",
"description": "Gemini 2.0 Flash Experimental",
"inputTokenLimit": 1048576,
"outputTokenLimit": 8192,
"supportedGenerationMethods":
[
"generateContent",
"countTokens",
"bidiGenerateContent"
],
"temperature": 1,
"topP": 0.95,
"topK": 40,
"maxTemperature": 2
},
{
"name": "models/gemini-2.0-flash",
"version": "2.0",
"displayName": "Gemini 2.0 Flash",
"description": "Gemini 2.0 Flash",
"inputTokenLimit": 1048576,
"outputTokenLimit": 8192,
"supportedGenerationMethods":
[
"generateContent",
"countTokens",
"createCachedContent",
"batchGenerateContent"
],
"temperature": 1,
"topP": 0.95,
"topK": 40,
"maxTemperature": 2
},
{
"name": "models/gemini-2.0-flash-001",
"version": "2.0",
"displayName": "Gemini 2.0 Flash 001",
"description": "Stable version of Gemini 2.0 Flash, our fast and versatile multimodal model for scaling across diverse tasks, released in January of 2025.",
"inputTokenLimit": 1048576,
"outputTokenLimit": 8192,
"supportedGenerationMethods":
[
"generateContent",
"countTokens",
"createCachedContent",
"batchGenerateContent"
],
"temperature": 1,
"topP": 0.95,
"topK": 40,
"maxTemperature": 2
},
{
"name": "models/gemini-2.0-flash-exp-image-generation",
"version": "2.0",
"displayName": "Gemini 2.0 Flash (Image Generation) Experimental",
"description": "Gemini 2.0 Flash (Image Generation) Experimental",
"inputTokenLimit": 1048576,
"outputTokenLimit": 8192,
"supportedGenerationMethods":
[
"generateContent",
"countTokens",
"bidiGenerateContent"
],
"temperature": 1,
"topP": 0.95,
"topK": 40,
"maxTemperature": 2
},
{
"name": "models/gemini-2.0-flash-lite-001",
"version": "2.0",
"displayName": "Gemini 2.0 Flash-Lite 001",
"description": "Stable version of Gemini 2.0 Flash-Lite",
"inputTokenLimit": 1048576,
"outputTokenLimit": 8192,
"supportedGenerationMethods":
[
"generateContent",
"countTokens",
"createCachedContent",
"batchGenerateContent"
],
"temperature": 1,
"topP": 0.95,
"topK": 40,
"maxTemperature": 2
},
{
"name": "models/gemini-2.0-flash-lite",
"version": "2.0",
"displayName": "Gemini 2.0 Flash-Lite",
"description": "Gemini 2.0 Flash-Lite",
"inputTokenLimit": 1048576,
"outputTokenLimit": 8192,
"supportedGenerationMethods":
[
"generateContent",
"countTokens",
"createCachedContent",
"batchGenerateContent"
],
"temperature": 1,
"topP": 0.95,
"topK": 40,
"maxTemperature": 2
},
{
"name": "models/gemini-2.0-flash-preview-image-generation",
"version": "2.0",
"displayName": "Gemini 2.0 Flash Preview Image Generation",
"description": "Gemini 2.0 Flash Preview Image Generation",
"inputTokenLimit": 32768,
"outputTokenLimit": 8192,
"supportedGenerationMethods":
[
"generateContent",
"countTokens"
],
"temperature": 1,
"topP": 0.95,
"topK": 64,
"maxTemperature": 2
},
{
"name": "models/gemini-2.0-flash-lite-preview-02-05",
"version": "preview-02-05",
"displayName": "Gemini 2.0 Flash-Lite Preview 02-05",
"description": "Preview release (February 5th, 2025) of Gemini 2.0 Flash-Lite",
"inputTokenLimit": 1048576,
"outputTokenLimit": 8192,
"supportedGenerationMethods":
[
"generateContent",
"countTokens",
"createCachedContent",
"batchGenerateContent"
],
"temperature": 1,
"topP": 0.95,
"topK": 40,
"maxTemperature": 2
},
{
"name": "models/gemini-2.0-flash-lite-preview",
"version": "preview-02-05",
"displayName": "Gemini 2.0 Flash-Lite Preview",
"description": "Preview release (February 5th, 2025) of Gemini 2.0 Flash-Lite",
"inputTokenLimit": 1048576,
"outputTokenLimit": 8192,
"supportedGenerationMethods":
[
"generateContent",
"countTokens",
"createCachedContent",
"batchGenerateContent"
],
"temperature": 1,
"topP": 0.95,
"topK": 40,
"maxTemperature": 2
},
{
"name": "models/gemini-2.0-pro-exp",
"version": "2.5-exp-03-25",
"displayName": "Gemini 2.0 Pro Experimental",
"description": "Experimental release (March 25th, 2025) of Gemini 2.5 Pro",
"inputTokenLimit": 1048576,
"outputTokenLimit": 65536,
"supportedGenerationMethods":
[
"generateContent",
"countTokens",
"createCachedContent",
"batchGenerateContent"
],
"temperature": 1,
"topP": 0.95,
"topK": 64,
"maxTemperature": 2,
"thinking": true
},
{
"name": "models/gemini-2.0-pro-exp-02-05",
"version": "2.5-exp-03-25",
"displayName": "Gemini 2.0 Pro Experimental 02-05",
"description": "Experimental release (March 25th, 2025) of Gemini 2.5 Pro",
"inputTokenLimit": 1048576,
"outputTokenLimit": 65536,
"supportedGenerationMethods":
[
"generateContent",
"countTokens",
"createCachedContent",
"batchGenerateContent"
],
"temperature": 1,
"topP": 0.95,
"topK": 64,
"maxTemperature": 2,
"thinking": true
},
{
"name": "models/gemini-exp-1206",
"version": "2.5-exp-03-25",
"displayName": "Gemini Experimental 1206",
"description": "Experimental release (March 25th, 2025) of Gemini 2.5 Pro",
"inputTokenLimit": 1048576,
"outputTokenLimit": 65536,
"supportedGenerationMethods":
[
"generateContent",
"countTokens",
"createCachedContent",
"batchGenerateContent"
],
"temperature": 1,
"topP": 0.95,
"topK": 64,
"maxTemperature": 2,
"thinking": true
},
{
"name": "models/gemini-2.0-flash-thinking-exp-01-21",
"version": "2.5-preview-05-20",
"displayName": "Gemini 2.5 Flash Preview 05-20",
"description": "Preview release (April 17th, 2025) of Gemini 2.5 Flash",
"inputTokenLimit": 1048576,
"outputTokenLimit": 65536,
"supportedGenerationMethods":
[
"generateContent",
"countTokens",
"createCachedContent",
"batchGenerateContent"
],
"temperature": 1,
"topP": 0.95,
"topK": 64,
"maxTemperature": 2,
"thinking": true
},
{
"name": "models/gemini-2.0-flash-thinking-exp",
"version": "2.5-preview-05-20",
"displayName": "Gemini 2.5 Flash Preview 05-20",
"description": "Preview release (April 17th, 2025) of Gemini 2.5 Flash",
"inputTokenLimit": 1048576,
"outputTokenLimit": 65536,
"supportedGenerationMethods":
[
"generateContent",
"countTokens",
"createCachedContent",
"batchGenerateContent"
],
"temperature": 1,
"topP": 0.95,
"topK": 64,
"maxTemperature": 2,
"thinking": true
},
{
"name": "models/gemini-2.0-flash-thinking-exp-1219",
"version": "2.5-preview-05-20",
"displayName": "Gemini 2.5 Flash Preview 05-20",
"description": "Preview release (April 17th, 2025) of Gemini 2.5 Flash",
"inputTokenLimit": 1048576,
"outputTokenLimit": 65536,
"supportedGenerationMethods":
[
"generateContent",
"countTokens",
"createCachedContent",
"batchGenerateContent"
],
"temperature": 1,
"topP": 0.95,
"topK": 64,
"maxTemperature": 2,
"thinking": true
},
{
"name": "models/gemini-2.5-flash-preview-tts",
"version": "gemini-2.5-flash-exp-tts-2025-05-19",
"displayName": "Gemini 2.5 Flash Preview TTS",
"description": "Gemini 2.5 Flash Preview TTS",
"inputTokenLimit": 8192,
"outputTokenLimit": 16384,
"supportedGenerationMethods":
[
"countTokens",
"generateContent"
],
"temperature": 1,
"topP": 0.95,
"topK": 64,
"maxTemperature": 2
},
{
"name": "models/gemini-2.5-pro-preview-tts",
"version": "gemini-2.5-pro-preview-tts-2025-05-19",
"displayName": "Gemini 2.5 Pro Preview TTS",
"description": "Gemini 2.5 Pro Preview TTS",
"inputTokenLimit": 8192,
"outputTokenLimit": 16384,
"supportedGenerationMethods":
[
"countTokens",
"generateContent"
],
"temperature": 1,
"topP": 0.95,
"topK": 64,
"maxTemperature": 2
},
{
"name": "models/learnlm-2.0-flash-experimental",
"version": "2.0",
"displayName": "LearnLM 2.0 Flash Experimental",
"description": "LearnLM 2.0 Flash Experimental",
"inputTokenLimit": 1048576,
"outputTokenLimit": 32768,
"supportedGenerationMethods":
[
"generateContent",
"countTokens"
],
"temperature": 1,
"topP": 0.95,
"topK": 64,
"maxTemperature": 2
},
{
"name": "models/gemma-3-1b-it",
"version": "001",
"displayName": "Gemma 3 1B",
"inputTokenLimit": 32768,
"outputTokenLimit": 8192,
"supportedGenerationMethods":
[
"generateContent",
"countTokens"
],
"temperature": 1,
"topP": 0.95,
"topK": 64
},
{
"name": "models/gemma-3-4b-it",
"version": "001",
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