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import { z } from "zod";
import type {
AnyModelParamsType as AnyModelParam,
MessageRoleType as MessageRole,
ModelParamsType as ModelParams,
} from "../src/generated_types";
import {
ModelFormat,
ModelEndpointType,
type ModelName,
ModelSpec,
getAvailableModels,
} from "./models";
export * from "./secrets";
export * from "./models";
export {
pcmAudioFormatSchema,
type PcmAudioFormat,
mp3BitrateSchema,
type Mp3Bitrate,
} from "./audio";
export * from "./openai-realtime";
export {
isImageMediaType,
isTextBasedMediaType,
isMediaTypeSupported,
getSupportedMediaTypes,
ModelFormatMediaTypes,
ModelMediaTypeOverrides,
type TextBasedTextType,
type ImageMediaType,
} from "./media-types";
export const MessageTypeToMessageType: {
[messageType in MessageRole]: MessageRole | undefined;
} = {
system: "system",
developer: "system",
function: undefined,
tool: "tool",
user: "user",
assistant: "assistant",
model: "assistant",
};
export const modelParamToModelParam: {
[name: string]: keyof AnyModelParam | null;
} = {
temperature: "temperature",
top_p: "top_p",
top_k: "top_k",
max_tokens: "max_tokens",
max_tokens_to_sample: null,
use_cache: "use_cache",
maxOutputTokens: "max_tokens",
topP: "top_p",
topK: "top_k",
presence_penalty: null,
frequency_penalty: null,
user: null,
function_call: null,
n: null,
logprobs: null,
stream_options: null,
parallel_tool_calls: null,
response_format: null,
reasoning_effort: "reasoning_effort",
reasoning_enabled: "reasoning_enabled",
reasoning_budget: "reasoning_budget",
verbosity: "verbosity",
stop: null,
};
export const sliderSpecs: {
// min, max, step, required
[name: string]: [number, number, number, boolean];
} = {
temperature: [0, 2, 0.01, false],
top_p: [0, 1, 0.01, false],
topP: [0, 1, 0.01, false],
max_tokens: [1, 32768, 1, false],
maxOutputTokens: [1, 32768, 1, true],
frequency_penalty: [0, 1, 0.01, false],
presence_penalty: [0, 1, 0.01, false],
top_k: [1, 100, 1, false],
topK: [1, 100, 1, false],
};
// Format-specific slider specification overrides
const formatSpecificSliderSpecs: {
[format in ModelFormat]?: {
[paramName: string]: [number, number, number, boolean];
};
} = {
anthropic: {
temperature: [0, 1, 0.01, false],
},
converse: {
temperature: [0, 1, 0.01, false],
},
};
/**
* Get slider specifications for a parameter, with format-specific overrides
* @param format - The model format (openai, anthropic, google, etc.)
* @param paramName - The parameter name (temperature, max_tokens, etc.)
* @returns Slider spec as [min, max, step, required] or undefined if not found
*/
export function getSliderSpecs(
format: ModelFormat,
paramName: string,
): [number, number, number, boolean] | undefined {
const formatOverrides = formatSpecificSliderSpecs[format];
if (formatOverrides && formatOverrides[paramName]) {
return formatOverrides[paramName];
}
return sliderSpecs[paramName];
}
// These values resemble the default values in OpenAI's playground and Anthropic's docs.
// Even though some of them are not set, it's useful for the "greyed out" placeholders.
export const defaultModelParamSettings: {
[name in ModelFormat]: ModelParams;
} = {
openai: {
temperature: undefined,
max_tokens: undefined,
top_p: undefined,
frequency_penalty: 0,
presence_penalty: 0,
response_format: null,
stop: undefined,
use_cache: true,
reasoning_effort: "medium",
verbosity: "medium",
},
anthropic: {
temperature: undefined,
max_tokens: undefined,
top_p: undefined,
top_k: undefined,
use_cache: true,
reasoning_enabled: false,
reasoning_budget: undefined,
verbosity: undefined,
},
google: {
temperature: undefined,
maxOutputTokens: undefined,
topP: undefined,
topK: undefined,
use_cache: true,
reasoning_enabled: false,
reasoning_budget: undefined,
verbosity: undefined,
},
js: {},
window: {
temperature: undefined,
topK: 5,
},
converse: {
temperature: undefined,
max_tokens: undefined,
top_p: undefined,
use_cache: true,
},
};
export const modelProviderHasTools: {
[name in ModelFormat]: boolean;
} = {
openai: true,
anthropic: true,
google: true,
js: false,
window: false,
converse: true,
};
export const modelProviderHasReasoning: {
[name in ModelFormat]?: RegExp;
} = {
openai: /^(o[1-4])|(gpt-5)/i,
anthropic: /^claude-3\.7/i,
google: /gemini-2.0-flash$|gemini-2.5/i,
js: undefined,
window: undefined,
converse: undefined,
};
export const DefaultEndpointTypes: {
[name in ModelFormat]: ModelEndpointType[];
} = {
openai: ["openai", "azure"],
anthropic: ["anthropic"],
google: ["google"],
js: ["js"],
window: ["js"],
converse: ["bedrock"],
};
export const AvailableEndpointTypes: { [name: string]: ModelEndpointType[] } = {
"gpt-35-turbo": ["azure"],
"gpt-5.5-2026-04-23": ["openai", "azure"],
"gpt-5.5-pro-2026-04-23": ["openai", "azure"],
"gpt-5.5": ["openai", "azure"],
"gpt-5.5-pro": ["openai", "azure"],
"gpt-5.4-nano-2026-03-17": ["openai", "azure"],
"gpt-5.4-pro-2026-03-05": ["openai", "azure"],
"gpt-5.2-pro-2025-12-11": ["openai", "azure"],
"gpt-5.2-pro": ["openai", "azure"],
"gpt-5.1-codex-max": ["openai", "azure"],
"gpt-5-search-api-2025-10-14": ["openai", "azure"],
"gpt-5-search-api": ["openai", "azure"],
"gpt-4o-audio-preview-2024-12-17": ["openai", "azure"],
"gpt-4o-mini-audio-preview-2024-12-17": ["openai", "azure"],
"gpt-4o-mini-realtime-preview-2024-12-17": ["openai", "azure"],
"gpt-4o-realtime-preview-2024-12-17": ["openai", "azure"],
"gpt-4o-mini-transcribe-2025-12-15": ["openai", "azure"],
"gpt-4o-mini-tts-2025-12-15": ["openai", "azure"],
"gpt-4o-audio-preview-2025-06-03": ["openai", "azure"],
"gpt-4o-realtime-preview-2025-06-03": ["openai", "azure"],
"gpt-4o-mini-transcribe-2025-03-20": ["openai", "azure"],
"gpt-4o-mini-tts-2025-03-20": ["openai", "azure"],
"gpt-4o-audio-preview": ["openai", "azure"],
"gpt-4o-mini-audio-preview": ["openai", "azure"],
"gpt-4o-mini-realtime-preview": ["openai", "azure"],
"gpt-4o-mini-transcribe": ["openai", "azure"],
"gpt-4o-mini-tts": ["openai", "azure"],
"gpt-4o-realtime-preview": ["openai", "azure"],
"gpt-4o-transcribe": ["openai", "azure"],
"gpt-4o-transcribe-diarize": ["openai", "azure"],
"gpt-35-turbo-16k": ["azure"],
sonar: ["perplexity"],
"sonar-pro": ["perplexity"],
"sonar-reasoning": ["perplexity"],
"sonar-reasoning-pro": ["perplexity"],
"r1-1776": ["perplexity"],
"meta/llama-2-70b-chat": ["replicate"],
"accounts/fireworks/models/mistral-7b-instruct-4k": ["fireworks"],
"accounts/fireworks/models/mistral-7b-instruct-v3": ["fireworks"],
"mistralai/Mistral-7B-Instruct-v0.1": ["together"],
"accounts/fireworks/models/mistral-7b": ["fireworks"],
"mistralai/Mixtral-8x22B": ["together"],
"mistralai/Mixtral-8x22B-Instruct-v0.1": ["together"],
"accounts/fireworks/models/mixtral-8x22b": ["fireworks"],
"mistralai/mixtral-8x7b-32kseqlen": ["together"],
"mistralai/Mixtral-8x7B-Instruct-v0.1": ["together"],
"mistralai/Mixtral-8x7B-Instruct-v0.1-json": ["together"],
"accounts/fireworks/models/mixtral-8x7b": ["fireworks"],
"mistralai/Mistral-Small-24B-Instruct-2501": ["together"],
"mistralai/Mistral-7B-Instruct-v0.3": ["together"],
"accounts/fireworks/models/mistral-7b-instruct-v0p2": ["fireworks"],
"accounts/fireworks/models/mistral-7b-v0p2": ["fireworks"],
"mistralai/Mistral-7B-Instruct-v0.2": ["together"],
"meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8": ["together"],
"meta-llama/Llama-4-Scout-17B-16E-Instruct": ["together"],
"meta-llama/Llama-2-70b-chat-hf": ["together"],
"meta-llama/Meta-Llama-3-70B": ["together"],
"meta-llama/Llama-3-70b-chat-hf": ["together"],
"meta-llama/Llama-3-8b-hf": ["together"],
"meta-llama/Llama-3-8b-chat-hf": ["together"],
"meta-llama/Llama-3.2-3B-Instruct-Turbo": ["together"],
"meta-llama/Meta-Llama-3.1-8B-Instruct-Turbo": ["together"],
"meta-llama/Llama-3.2-11B-Vision-Instruct-Turbo": ["together"],
"meta-llama/Meta-Llama-3.1-70B-Instruct-Turbo": ["together"],
"meta-llama/Llama-3.2-90B-Vision-Instruct-Turbo": ["together"],
"meta-llama/Meta-Llama-3.1-405B-Instruct-Turbo": ["together"],
"NousResearch/Nous-Hermes-2-Yi-34B": ["together"],
"accounts/fireworks/models/nous-hermes-llama2-13b": ["fireworks"],
"deepseek-ai/deepseek-coder-33b-instruct": ["together"],
"accounts/fireworks/models/deepseek-coder-7b-base-v1p5": ["fireworks"],
"accounts/fireworks/models/deepseek-coder-7b-instruct-v1p5": ["fireworks"],
"accounts/fireworks/models/deepseek-coder-7b-base": ["fireworks"],
"accounts/fireworks/models/deepseek-coder-v2-instruct": ["fireworks"],
"accounts/fireworks/models/deepseek-coder-v2-lite-base": ["fireworks"],
"accounts/fireworks/models/deepseek-coder-v2-lite-instruct": ["fireworks"],
"accounts/fireworks/models/deepseek-prover-v2": ["fireworks"],
"accounts/fireworks/models/deepseek-r1-distill-llama-70b": ["fireworks"],
"meta-llama/Llama-3.3-70B-Instruct-Turbo": ["together"],
"meta-llama/Llama-3.3-70B-Instruct-Turbo-Free": ["together"],
"meta-llama/Llama-Vision-Free": ["together"],
"meta-llama/Meta-Llama-3-70B-Instruct-Turbo": ["together"],
"meta-llama/Meta-Llama-3-70B-Instruct-Lite": ["together"],
"meta-llama/Meta-Llama-3-8B-Instruct-Turbo": ["together"],
"meta-llama/Meta-Llama-3-8B-Instruct-Lite": ["together"],
"accounts/fireworks/models/gemma-7b": ["fireworks"],
"accounts/fireworks/models/gemma-7b-it": ["fireworks"],
"deepseek-ai/DeepSeek-V3": ["together"],
"deepseek-ai/DeepSeek-R1": ["together"],
"accounts/fireworks/models/deepseek-r1-0528": ["fireworks"],
"deepseek-ai/DeepSeek-R1-Distill-Llama-70B": ["together"],
"deepseek-ai/DeepSeek-R1-Distill-Llama-70B-Free": ["together"],
"deepseek-ai/DeepSeek-R1-Distill-Qwen-14B": ["together"],
"accounts/fireworks/models/deepseek-r1-distill-llama-8b": ["fireworks"],
"accounts/fireworks/models/deepseek-r1-distill-qwen-7b": ["fireworks"],
"accounts/fireworks/models/deepseek-r1-0528-distill-qwen3-8b": ["fireworks"],
"accounts/fireworks/models/deepseek-r1-distill-qwen-1p5b": ["fireworks"],
"deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B": ["together"],
"accounts/fireworks/models/deepseek-coder-1b-base": ["fireworks"],
"deepseek-ai/deepseek-llm-67b-chat": ["together"],
"accounts/fireworks/models/deepseek-coder-33b-instruct": ["fireworks"],
"Qwen/Qwen2.5-72B-Instruct-Turbo": ["together"],
"accounts/fireworks/models/qwen2p5-coder-32b-instruct-128k": ["fireworks"],
"accounts/fireworks/models/qwen2p5-coder-32b-instruct-64k": ["fireworks"],
"accounts/fireworks/models/qwen2p5-coder-32b-instruct-32k-rope": [
"fireworks",
],
"accounts/fireworks/models/qwen2p5-32b": ["fireworks"],
"accounts/fireworks/models/qwen2p5-32b-instruct": ["fireworks"],
"accounts/fireworks/models/qwen2p5-coder-32b": ["fireworks"],
"Qwen/Qwen2.5-7B-Instruct-Turbo": ["together"],
"accounts/fireworks/models/qwen2p5-coder-3b": ["fireworks"],
"accounts/fireworks/models/qwen2p5-coder-3b-instruct": ["fireworks"],
"accounts/fireworks/models/qwen2p5-vl-3b-instruct": ["fireworks"],
"accounts/fireworks/models/qwen2p5-1p5b-instruct": ["fireworks"],
"accounts/fireworks/models/qwen2p5-coder-1p5b": ["fireworks"],
"accounts/fireworks/models/qwen2p5-coder-1p5b-instruct": ["fireworks"],
"accounts/fireworks/models/qwen2p5-0p5b-instruct": ["fireworks"],
"accounts/fireworks/models/qwen2p5-coder-0p5b": ["fireworks"],
"accounts/fireworks/models/qwen2p5-coder-0p5b-instruct": ["fireworks"],
"accounts/fireworks/models/qwen2-72b-instruct": ["fireworks"],
"Qwen/Qwen2.5-Coder-32B-Instruct": ["together"],
"accounts/fireworks/models/qwen-v2p5-14b-instruct": ["fireworks"],
"accounts/fireworks/models/qwen2p5-14b": ["fireworks"],
"accounts/fireworks/models/qwen2p5-coder-14b": ["fireworks"],
"accounts/fireworks/models/qwen2p5-coder-14b-instruct": ["fireworks"],
"accounts/fireworks/models/qwen-v2p5-7b": ["fireworks"],
"accounts/fireworks/models/qwen2p5-7b-instruct": ["fireworks"],
"accounts/fireworks/models/qwen2p5-coder-7b": ["fireworks"],
"accounts/fireworks/models/qwen2p5-coder-7b-instruct": ["fireworks"],
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],
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"accounts/fireworks/models/nvidia-nemotron-nano-9b-v2": ["fireworks"],
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"accounts/fireworks/models/phind-code-llama-34b-v1": ["fireworks"],
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"accounts/fireworks/models/playground-v2-1024px-aesthetic": ["fireworks"],
"accounts/fireworks/models/pythia-12b": ["fireworks"],
"accounts/fireworks/models/rolm-ocr": ["fireworks"],
"accounts/fireworks/models/snorkel-mistral-7b-pairrm-dpo": ["fireworks"],
"accounts/fireworks/models/SSD-1B": ["fireworks"],
"accounts/fireworks/models/stable-diffusion-xl-1024-v1-0": ["fireworks"],
"accounts/fireworks/models/stablecode-3b": ["fireworks"],
"accounts/fireworks/models/starcoder-16b": ["fireworks"],
"accounts/fireworks/models/starcoder-7b": ["fireworks"],
"accounts/fireworks/models/starcoder2-15b": ["fireworks"],
"accounts/fireworks/models/starcoder2-7b": ["fireworks"],
"accounts/fireworks/models/starcoder2-3b": ["fireworks"],
"accounts/fireworks/models/toppy-m-7b": ["fireworks"],
"accounts/fireworks/models/whisper-v3": ["fireworks"],
"accounts/fireworks/models/whisper-v3-turbo": ["fireworks"],
"accounts/fireworks/models/yi-34b-200k-capybara": ["fireworks"],
"accounts/fireworks/models/yi-34b": ["fireworks"],
"accounts/fireworks/models/yi-34b-chat": ["fireworks"],
"accounts/fireworks/models/yi-6b": ["fireworks"],
"accounts/fireworks/models/yi-large": ["fireworks"],
"accounts/fireworks/models/zephyr-7b-beta": ["fireworks"],
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"hd/1024-x-1024/dall-e-3": ["openai", "azure"],
"hd/1024-x-1792/dall-e-3": ["openai", "azure"],
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"256-x-256/dall-e-2": ["openai", "azure"],
"512-x-512/dall-e-2": ["openai", "azure"],
"dall-e-2": ["openai", "azure"],
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"medium/1024-x-1024/gpt-image-1.5": ["openai", "azure"],
"medium/1024-x-1536/gpt-image-1.5": ["openai", "azure"],
"medium/1536-x-1024/gpt-image-1.5": ["openai", "azure"],
"standard/1024-x-1024/gpt-image-1.5": ["openai", "azure"],
"standard/1024-x-1536/gpt-image-1.5": ["openai", "azure"],
"standard/1536-x-1024/gpt-image-1.5": ["openai", "azure"],
"gpt-image-1": ["openai", "azure"],
"gpt-image-1-mini": ["openai", "azure"],
"high/1024-x-1024/gpt-image-1": ["openai", "azure"],
"high/1024-x-1536/gpt-image-1": ["openai", "azure"],
"high/1536-x-1024/gpt-image-1": ["openai", "azure"],
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"medium/1024-x-1024/gpt-image-1": ["openai", "azure"],
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"medium/1024-x-1536/gpt-image-1": ["openai", "azure"],
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"medium/1536-x-1024/gpt-image-1": ["openai", "azure"],
"medium/1536-x-1024/gpt-image-1-mini": ["openai", "azure"],
"chatgpt-image-latest": ["openai", "azure"],
"codex-mini-latest": ["openai", "azure"],
"ft:gpt-4o-2024-11-20": ["openai", "azure"],
"ft:gpt-4o-2024-08-06": ["openai", "azure"],
"ft:gpt-4o-mini-2024-07-18": ["openai", "azure"],
"ft:o4-mini-2025-04-16": ["openai", "azure"],
"ft:gpt-4.1-2025-04-14": ["openai", "azure"],
"ft:gpt-4.1-mini-2025-04-14": ["openai", "azure"],
"ft:gpt-4.1-nano-2025-04-14": ["openai", "azure"],
"ft:gpt-4-0613": ["openai", "azure"],
"ft:gpt-3.5-turbo": ["openai", "azure"],
"ft:gpt-3.5-turbo-1106": ["openai", "azure"],
"ft:gpt-3.5-turbo-0613": ["openai", "azure"],
"ft:gpt-3.5-turbo-0125": ["openai", "azure"],
"ft:babbage-002": ["openai", "azure"],
"ft:davinci-002": ["openai", "azure"],
"gpt-audio-2025-08-28": ["openai", "azure"],
"gpt-audio-1.5": ["openai", "azure"],
"gpt-audio-mini-2025-12-15": ["openai", "azure"],
"gpt-audio-mini-2025-10-06": ["openai", "azure"],
"gpt-audio": ["openai", "azure"],
"gpt-audio-mini": ["openai", "azure"],
"gpt-realtime-2025-08-28": ["openai", "azure"],
"gpt-realtime-2": ["openai", "azure"],
"gpt-realtime-1.5": ["openai", "azure"],
"gpt-realtime-mini-2025-12-15": ["openai", "azure"],
"gpt-realtime-mini-2025-10-06": ["openai", "azure"],
"gpt-realtime": ["openai", "azure"],
"gpt-realtime-mini": ["openai", "azure"],
"omni-moderation-2024-09-26": ["openai", "azure"],
"omni-moderation-latest": ["openai", "azure"],
"openai/container": ["openai", "azure"],
"openai/sora-2": ["openai", "azure"],
"openai/sora-2-pro": ["openai", "azure"],
"openai/sora-2-pro-high-res": ["openai", "azure"],
"sora-2": ["openai", "azure"],
"sora-2-pro": ["openai", "azure"],
"sora-2-pro-high-res": ["openai", "azure"],
"text-moderation-007": ["openai", "azure"],
"text-moderation-latest": ["openai", "azure"],
"text-moderation-stable": ["openai", "azure"],
"tts-1": ["openai", "azure"],
"tts-1-hd": ["openai", "azure"],
"tts-1-1106": ["openai", "azure"],
"tts-1-hd-1106": ["openai", "azure"],
"whisper-1": ["openai", "azure"],
"babbage-002": ["openai", "azure"],
"davinci-002": ["openai", "azure"],
"nvidia/Nemotron-120B-A12B": ["baseten"],
"fireworks_ai/WhereIsAI/UAE-Large-V1": ["fireworks"],
"accounts/fireworks/models/kimi-k2p5": ["fireworks"],
"accounts/fireworks/models/kimi-k2p6": ["fireworks"],
"moonshotai/Kimi-K2.5": ["baseten", "together"],
"moonshotai/Kimi-K2.6": ["baseten", "together"],
"fireworks_ai/nomic-ai/nomic-embed-text-v1": ["fireworks"],
"fireworks_ai/nomic-ai/nomic-embed-text-v1.5": ["fireworks"],
"fireworks_ai/thenlper/gte-base": ["fireworks"],
"fireworks_ai/thenlper/gte-large": ["fireworks"],
"grok-3": ["xAI"],
"grok-3-latest": ["xAI"],
"grok-3-beta": ["xAI"],
"grok-3-fast-beta": ["xAI"],
"grok-3-fast-latest": ["xAI"],
"grok-3-mini": ["xAI"],
"grok-3-mini-latest": ["xAI"],
"grok-3-mini-fast": ["xAI"],
"grok-3-mini-fast-latest": ["xAI"],
"grok-3-mini-beta": ["xAI"],
"grok-3-mini-fast-beta": ["xAI"],
"grok-code-fast-1": ["xAI"],
"grok-code-fast": ["xAI"],
"grok-code-fast-1-0825": ["xAI"],
"gemini-3.1-pro-preview": ["google"],
"gemini-3.1-pro-preview-customtools": ["google"],
"gemini-3.1-flash-lite-preview": ["google"],
"gemini-3-pro-image-preview": ["google"],
"gemini-3-flash-preview": ["google"],
"publishers/google/models/gemini-3.5-flash": ["vertex"],
"publishers/google/models/gemini-3.1-pro-preview": ["vertex"],
"publishers/google/models/gemini-3.1-pro-preview-customtools": ["vertex"],
"publishers/google/models/gemini-3.1-flash-lite": ["vertex"],
"publishers/google/models/gemini-3.1-flash-lite-preview": ["vertex"],
"publishers/google/models/gemini-3-pro-preview": ["vertex"],
"publishers/google/models/gemini-3-flash-preview": ["vertex"],
"publishers/google/models/gemini-3-pro-image-preview": ["vertex"],
"publishers/google/models/gemini-2.5-pro": ["vertex"],
"publishers/google/models/gemini-2.5-pro-preview-05-06": ["vertex"],
"publishers/google/models/gemini-2.5-pro-preview-03-25": ["vertex"],
"publishers/google/models/gemini-2.5-pro-exp-03-25": ["vertex"],
"publishers/google/models/gemini-2.5-flash": ["vertex"],
"publishers/google/models/gemini-2.5-flash-preview-05-20": ["vertex"],
"publishers/google/models/gemini-2.5-flash-preview-04-17": ["vertex"],
"publishers/google/models/gemini-2.5-flash-lite": ["vertex"],
"publishers/google/models/gemini-2.5-flash-lite-preview-06-17": ["vertex"],
"publishers/google/models/gemini-2.0-flash-thinking-exp-01-21": ["vertex"],
"publishers/google/models/gemini-2.0-flash": ["vertex"],
"publishers/google/models/gemini-2.0-flash-001": ["vertex"],
"publishers/google/models/gemini-2.0-flash-lite": ["vertex"],
"publishers/google/models/gemini-2.0-flash-lite-001": ["vertex"],
"publishers/google/models/gemini-2.0-flash-lite-preview-02-05": ["vertex"],
"publishers/google/models/gemini-1.5-pro": ["vertex"],
"publishers/google/models/gemini-1.5-pro-002": ["vertex"],
"publishers/google/models/gemini-1.5-pro-001": ["vertex"],
"publishers/google/models/gemini-1.5-flash": ["vertex"],
"publishers/google/models/gemini-1.5-flash-002": ["vertex"],
"publishers/google/models/gemini-1.5-flash-001": ["vertex"],
"publishers/google/models/gemini-1.0-pro-vision": ["vertex"],
"publishers/google/models/gemini-1.0-pro-vision-001": ["vertex"],
"publishers/google/models/gemini-1.0-pro": ["vertex"],
"publishers/google/models/gemini-1.0-pro-002": ["vertex"],
"publishers/google/models/gemini-1.0-pro-001": ["vertex"],
"publishers/meta/models/llama-3.3-70b-instruct-maas": ["vertex"],
"publishers/meta/models/llama-3.2-90b-vision-instruct-maas": ["vertex"],
"publishers/meta/models/llama-3.1-401b-instruct-maas": ["vertex"],
"publishers/meta/models/llama-3.1-70b-instruct-maas": ["vertex"],
"publishers/meta/models/llama-3.1-8b-instruct-maas": ["vertex"],
"publishers/mistralai/models/mistral-large-2411": ["vertex"],
"publishers/mistralai/models/mistral-nemo": ["vertex"],
"accounts/fireworks/models/mistral-nemo-base-2407": ["fireworks"],
"accounts/fireworks/models/mistral-nemo-instruct-2407": ["fireworks"],
"publishers/mistralai/models/codestral-2501": ["vertex"],
"publishers/qwen/models/qwen3-235b-a22b-instruct-2507-maas": ["vertex"],
"accounts/fireworks/models/qwen3-next-80b-a3b-instruct": ["fireworks"],
"accounts/fireworks/models/qwen3-next-80b-a3b-thinking": ["fireworks"],
"accounts/fireworks/models/qwen3-32b": ["fireworks"],
"accounts/fireworks/models/qwen3-vl-32b-instruct": ["fireworks"],
"accounts/fireworks/models/qwen3p6-plus": ["fireworks"],
"publishers/anthropic/models/claude-sonnet-4-6": ["vertex"],
"publishers/anthropic/models/claude-sonnet-4-5": ["vertex"],
"publishers/anthropic/models/claude-sonnet-4-5@20250929": ["vertex"],
"publishers/anthropic/models/claude-sonnet-4": ["vertex"],
"publishers/anthropic/models/claude-sonnet-4@20250514": ["vertex"],
"publishers/anthropic/models/claude-3-7-sonnet": ["vertex"],
"publishers/anthropic/models/claude-3-7-sonnet@20250219": ["vertex"],
"publishers/anthropic/models/claude-haiku-4-5": ["vertex"],
"publishers/anthropic/models/claude-haiku-4-5@20251001": ["vertex"],
"publishers/anthropic/models/claude-3-5-haiku": ["vertex"],
"publishers/anthropic/models/claude-3-5-haiku@20241022": ["vertex"],
"publishers/anthropic/models/claude-3-5-sonnet-v2": ["vertex"],
"publishers/anthropic/models/claude-3-5-sonnet-v2@20241022": ["vertex"],
"publishers/anthropic/models/claude-3-5-sonnet": ["vertex"],
"publishers/anthropic/models/claude-3-5-sonnet@20240620": ["vertex"],
"publishers/anthropic/models/claude-opus-4-7": ["vertex"],
"claude-opus-4-7-20260416": ["anthropic"],
"publishers/anthropic/models/claude-opus-4-6": ["vertex"],
"claude-opus-4-6-20260205": ["anthropic"],
"publishers/anthropic/models/claude-opus-4-5@20251101": ["vertex"],
"claude-opus-4-1": ["anthropic"],
"publishers/anthropic/models/claude-opus-4-1@20250805": ["vertex"],
"publishers/anthropic/models/claude-opus-4": ["vertex"],
"publishers/anthropic/models/claude-opus-4@20250514": ["vertex"],
"publishers/anthropic/models/claude-3-opus": ["vertex"],
"publishers/anthropic/models/claude-3-opus@20240229": ["vertex"],
"publishers/anthropic/models/claude-3-haiku": ["vertex"],
"publishers/anthropic/models/claude-3-haiku@20240307": ["vertex"],
"databricks-claude-3-7-sonnet": ["databricks"],
"databricks-meta-llama-3-3-70b-instruct": ["databricks"],
"databricks-meta-llama-3-1-405b-instruct": ["databricks"],
"databricks-meta-llama-3-1-8b-instruct": ["databricks"],
"openai/gpt-oss-120b": ["together", "groq", "baseten"],
"openai/gpt-oss-20b": ["groq"], // NOTE: We use groq pricing for this and Together pricing for the 120B model
"o4-mini-deep-research-2025-06-26": ["openai", "azure"],
"o4-mini-deep-research": ["openai", "azure"],
"o3-deep-research-2025-06-26": ["openai", "azure"],
"o3-deep-research": ["openai", "azure"],