find-models
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文档
- Reference: https://replicate.com/docs/llms.txt
- OpenAPI schema: https://api.replicate.com/openapi.json
- MCP server: https://mcp.replicate.com
- Per-model docs:
https://replicate.com/{owner}/{model}/llms.txt - Set when requesting docs pages for Markdown responses.
Accept: text/markdown
- 参考文档:https://replicate.com/docs/llms.txt
- OpenAPI 架构:https://api.replicate.com/openapi.json
- MCP 服务器:https://mcp.replicate.com
- 单模型文档:
https://replicate.com/{owner}/{model}/llms.txt - 请求文档页面时设置 可获取Markdown格式的响应。
Accept: text/markdown
Search
搜索
- Use the search API () to find models by task. Returns models, collections, and docs.
GET /v1/search?query=... - Search returns metadata for each model including ,
tags, andgenerated_description.run_count - The search API also returns matching collections alongside model results.
- Avoid listing all models via API. It's a firehose. Use targeted queries.
- 使用搜索API()按任务查找模型。返回结果包含模型、合集和文档。
GET /v1/search?query=... - 搜索结果会返回每个模型的元数据,包括、
tags和generated_description。run_count - 搜索API还会在模型结果旁返回匹配的合集。
- 避免通过API列出所有模型,数据量过大。请使用针对性查询。
Collections
合集
- Collections are curated groups of models maintained by Replicate staff.
- The collection contains always-warm models with stable APIs and predictable pricing.
official - Use collections to narrow a shortlist before deep comparison.
- List collections with . Get one by slug with
GET /v1/collections.GET /v1/collections/{slug}
- 合集是由Replicate团队维护的精选模型组。
- 合集包含始终处于就绪状态的模型,这些模型拥有稳定的API和可预测的定价。
official - 可以利用合集缩小候选范围,再进行深度对比。
- 使用列出所有合集,使用
GET /v1/collections通过别名获取单个合集。GET /v1/collections/{slug}
Reading model schemas
读取模型架构
- Every model exposes its input/output schema via the models API ().
GET /v1/models/{owner}/{name} - Schema path:
model.latest_version.openapi_schema.components.schemas.Input.properties - Each property may include: ,
type,description,default/minimum,maximum,enum(e.g.formatfor file inputs).uri - Always fetch the schema before running a model. Schemas change.
- 每个模型都会通过模型API()暴露其输入/输出架构。
GET /v1/models/{owner}/{name} - 架构路径:
model.latest_version.openapi_schema.components.schemas.Input.properties - 每个属性可能包含:、
type、description、default/minimum、maximum、enum(例如,文件输入的format格式)。uri - 在运行模型前务必获取最新架构,架构可能会发生变化。
Picking the right model
选择合适的模型
- Prefer official models. They're always warm (no cold boot), have stable APIs, and predictable pricing.
- Prefer the latest version. If search returns v2.5 and v3.0, use v3.
- Run count can be misleading. Old models accumulate runs over time but may be outdated. A model with 10M runs from 2023 is likely worse than a model with 100K runs from 2025.
- Prefer recently released models. The AI space moves fast.
- Check model tags to help filter by task (,
image-generation,video, etc.).audio
- 优先选择官方模型。这些模型始终处于就绪状态(无需冷启动),拥有稳定的API和可预测的定价。
- 优先选择最新版本。如果搜索结果包含v2.5和v3.0,请使用v3版本。
- 运行次数可能具有误导性。旧模型的运行次数会随时间累积,但可能已过时。一个2023年获得1000万次运行的模型可能不如2025年获得10万次运行的模型。
- 优先选择近期发布的模型。AI领域发展迅速。
- 查看模型标签以按任务筛选(如、
image-generation、video等)。audio
Model identifiers
模型标识符
- Official models use format (e.g.
owner/name). Routes to the latest version automatically.black-forest-labs/flux-2-klein-9b - Community models require . You must pin a specific version. Community models can cold-boot and take time to start.
owner/name:version_id - If you must use a community model, be aware that it can take a long time to boot. You can create always-on deployments, but you pay for model uptime.
- 官方模型使用格式(例如
owner/name),会自动指向最新版本。black-forest-labs/flux-2-klein-9b - 社区模型需要使用格式,必须固定特定版本。社区模型可能需要冷启动,启动耗时较长。
owner/name:version_id - 如果必须使用社区模型,请注意其启动可能需要很长时间。你可以创建始终在线的部署,但需为模型运行时间付费。