From 0d18408c48c09e53df19845fe1ee3daaef9dd539 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?G=C3=B6kay=20Aydo=C4=9Fan?= Date: Mon, 20 Jan 2025 21:15:21 +0300 Subject: [PATCH 1/6] feat: update fal.ai provider models --- packages/inference/src/providers/fal-ai.ts | 74 ++++++++++++++++++++-- 1 file changed, 67 insertions(+), 7 deletions(-) diff --git a/packages/inference/src/providers/fal-ai.ts b/packages/inference/src/providers/fal-ai.ts index 93d1b4e24d..e5dbc41560 100644 --- a/packages/inference/src/providers/fal-ai.ts +++ b/packages/inference/src/providers/fal-ai.ts @@ -5,11 +5,71 @@ export const FAL_AI_API_BASE_URL = "https://fal.run"; type FalAiId = string; export const FAL_AI_SUPPORTED_MODEL_IDS: ProviderMapping = { - "text-to-image": { - "black-forest-labs/FLUX.1-schnell": "fal-ai/flux/schnell", - "black-forest-labs/FLUX.1-dev": "fal-ai/flux/dev", - }, - "automatic-speech-recognition": { - "openai/whisper-large-v3": "fal-ai/whisper", - }, + "text-to-image": { + "black-forest-labs/FLUX.1-schnell": "fal-ai/flux/schnell", + "black-forest-labs/FLUX.1-dev": "fal-ai/flux/dev", + "black-forest-labs/FLUX.1-Depth-dev": "fal-ai/flux-lora-depth", + "black-forest-labs/FLUX.1-Canny-dev": "fal-ai/flux-lora-canny", + "black-forest-labs/FLUX.1-Fill-dev": "fal-ai/flux-lora-fill", + "black-forest-labs/FLUX.1-Redux-dev": "fal-ai/flux/dev/redux", + "playgroundai/playground-v2.5-1024px-aesthetic": "fal-ai/playground-v25", + "ByteDance/SDXL-Lightning": "fal-ai/lightning-models", + "PixArt-alpha/PixArt-Sigma-XL-2-1024-MS": "fal-ai/pixart-sigma", + "stabilityai/stable-diffusion-3-medium": "fal-ai/stable-diffusion-v3-medium", + "Warlord-K/Sana-1024": "fal-ai/sana", + "fal/AuraFlow-v0.2": "fal-ai/aura-flow", + "stabilityai/stable-diffusion-3.5-large": "fal-ai/stable-diffusion-v35-large", + "yresearch/Switti": "fal-ai/switti", + "guozinan/PuLID": "fal-ai/flux-pulid", + "lllyasviel/ic-light": "fal-ai/iclight-v2", + "stabilityai/stable-diffusion-xl-base-1.0": "fal-ai/lora", + "Kwai-Kolors/Kolors": "fal-ai/kolors" + }, + "image-to-image": { + "Yuanshi/OminiControl": "fal-ai/flux-subject", + "fal/AuraSR-v2": "fal-ai/aura-sr", + "franciszzj/Leffa": "fal-ai/leffa", + "ai-forever/Real-ESRGAN": "fal-ai/esrgan" + }, + "image-segmentation": { + "briaai/RMBG-2.0": "fal-ai/bria/background/remove", + "ZhengPeng7/BiRefNet": "fal-ai/birefnet/v2" + }, + "text-to-video": { + "genmo/mochi-1-preview": "fal-ai/mochi-v1", + "THUDM/CogVideoX-5b": "fal-ai/cogvideox-5b", + "Lightricks/LTX-Video": "fal-ai/ltx-video", + "tencent/HunyuanVideo": "fal-ai/hunyuan-video", + "wileewang/TransPixar": "fal-ai/transpixar" + }, + "image-to-video": { + "stabilityai/stable-video-1.0": "fal-ai/stable-video", + "KwaiVGI/LivePortrait": "fal-ai/live-portrait" + }, + "text-to-audio": { + "hkchengrex/MMAudio": "fal-ai/mmaudio-v2", + "stabilityai/stable-audio-open-1.0": "fal-ai/stable-audio" + }, + "text-to-speech": { + "SWivid/F5-TTS": "fal-ai/f5-tts" + }, + "image-text-to-text": { + "vikhyatk/moondream-next": "fal-ai/moondream-next", + "microsoft/Florence-2-large": "fal-ai/florence-2-large/caption", + "ByteDance/Sa2VA-8B": "fal-ai/sa2va/8b/image/playground" + }, + "mask-generation": { + "facebook/sam2-hiera-large": "fal-ai/sam2" + }, + "image-to-3d": { + "JeffreyXiang/TRELLIS-image-large": "fal-ai/trellis" + }, + "depth-estimation": { + "Intel/dpt-hybrid-midas": "fal-ai/imageutils/depth", + "prs-eth/marigold-depth-v1-0": "fal-ai/imageutils/marigold-depth", + "depth-anything/Depth-Anything-V2-Large": "fal-ai/image-preprocessors/depth-anything/v2" + }, + "automatic-speech-recognition": { + "openai/whisper-large-v3": "fal-ai/whisper" + } }; From cf8c07bafbae9416116cf5307e106b6082fd2403 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Aykut=20Karda=C5=9F?= Date: Mon, 20 Jan 2025 21:20:02 +0300 Subject: [PATCH 2/6] fix: typos --- packages/inference/src/providers/fal-ai.ts | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/packages/inference/src/providers/fal-ai.ts b/packages/inference/src/providers/fal-ai.ts index e5dbc41560..ce77d6a103 100644 --- a/packages/inference/src/providers/fal-ai.ts +++ b/packages/inference/src/providers/fal-ai.ts @@ -56,7 +56,7 @@ export const FAL_AI_SUPPORTED_MODEL_IDS: ProviderMapping = { "image-text-to-text": { "vikhyatk/moondream-next": "fal-ai/moondream-next", "microsoft/Florence-2-large": "fal-ai/florence-2-large/caption", - "ByteDance/Sa2VA-8B": "fal-ai/sa2va/8b/image/playground" + "ByteDance/Sa2VA-8B": "fal-ai/sa2va/8b/image" }, "mask-generation": { "facebook/sam2-hiera-large": "fal-ai/sam2" From a3d12baeb58a2e4fe1882bf3847fb4910192dd71 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Aykut=20Karda=C5=9F?= Date: Tue, 21 Jan 2025 00:02:53 +0300 Subject: [PATCH 3/6] feat: update fal model list and tests --- packages/inference/src/providers/fal-ai.ts | 82 ++++----------------- packages/inference/test/HfInference.spec.ts | 28 +++++-- 2 files changed, 37 insertions(+), 73 deletions(-) diff --git a/packages/inference/src/providers/fal-ai.ts b/packages/inference/src/providers/fal-ai.ts index ce77d6a103..d086105276 100644 --- a/packages/inference/src/providers/fal-ai.ts +++ b/packages/inference/src/providers/fal-ai.ts @@ -5,71 +5,19 @@ export const FAL_AI_API_BASE_URL = "https://fal.run"; type FalAiId = string; export const FAL_AI_SUPPORTED_MODEL_IDS: ProviderMapping = { - "text-to-image": { - "black-forest-labs/FLUX.1-schnell": "fal-ai/flux/schnell", - "black-forest-labs/FLUX.1-dev": "fal-ai/flux/dev", - "black-forest-labs/FLUX.1-Depth-dev": "fal-ai/flux-lora-depth", - "black-forest-labs/FLUX.1-Canny-dev": "fal-ai/flux-lora-canny", - "black-forest-labs/FLUX.1-Fill-dev": "fal-ai/flux-lora-fill", - "black-forest-labs/FLUX.1-Redux-dev": "fal-ai/flux/dev/redux", - "playgroundai/playground-v2.5-1024px-aesthetic": "fal-ai/playground-v25", - "ByteDance/SDXL-Lightning": "fal-ai/lightning-models", - "PixArt-alpha/PixArt-Sigma-XL-2-1024-MS": "fal-ai/pixart-sigma", - "stabilityai/stable-diffusion-3-medium": "fal-ai/stable-diffusion-v3-medium", - "Warlord-K/Sana-1024": "fal-ai/sana", - "fal/AuraFlow-v0.2": "fal-ai/aura-flow", - "stabilityai/stable-diffusion-3.5-large": "fal-ai/stable-diffusion-v35-large", - "yresearch/Switti": "fal-ai/switti", - "guozinan/PuLID": "fal-ai/flux-pulid", - "lllyasviel/ic-light": "fal-ai/iclight-v2", - "stabilityai/stable-diffusion-xl-base-1.0": "fal-ai/lora", - "Kwai-Kolors/Kolors": "fal-ai/kolors" - }, - "image-to-image": { - "Yuanshi/OminiControl": "fal-ai/flux-subject", - "fal/AuraSR-v2": "fal-ai/aura-sr", - "franciszzj/Leffa": "fal-ai/leffa", - "ai-forever/Real-ESRGAN": "fal-ai/esrgan" - }, - "image-segmentation": { - "briaai/RMBG-2.0": "fal-ai/bria/background/remove", - "ZhengPeng7/BiRefNet": "fal-ai/birefnet/v2" - }, - "text-to-video": { - "genmo/mochi-1-preview": "fal-ai/mochi-v1", - "THUDM/CogVideoX-5b": "fal-ai/cogvideox-5b", - "Lightricks/LTX-Video": "fal-ai/ltx-video", - "tencent/HunyuanVideo": "fal-ai/hunyuan-video", - "wileewang/TransPixar": "fal-ai/transpixar" - }, - "image-to-video": { - "stabilityai/stable-video-1.0": "fal-ai/stable-video", - "KwaiVGI/LivePortrait": "fal-ai/live-portrait" - }, - "text-to-audio": { - "hkchengrex/MMAudio": "fal-ai/mmaudio-v2", - "stabilityai/stable-audio-open-1.0": "fal-ai/stable-audio" - }, - "text-to-speech": { - "SWivid/F5-TTS": "fal-ai/f5-tts" - }, - "image-text-to-text": { - "vikhyatk/moondream-next": "fal-ai/moondream-next", - "microsoft/Florence-2-large": "fal-ai/florence-2-large/caption", - "ByteDance/Sa2VA-8B": "fal-ai/sa2va/8b/image" - }, - "mask-generation": { - "facebook/sam2-hiera-large": "fal-ai/sam2" - }, - "image-to-3d": { - "JeffreyXiang/TRELLIS-image-large": "fal-ai/trellis" - }, - "depth-estimation": { - "Intel/dpt-hybrid-midas": "fal-ai/imageutils/depth", - "prs-eth/marigold-depth-v1-0": "fal-ai/imageutils/marigold-depth", - "depth-anything/Depth-Anything-V2-Large": "fal-ai/image-preprocessors/depth-anything/v2" - }, - "automatic-speech-recognition": { - "openai/whisper-large-v3": "fal-ai/whisper" - } + "text-to-image": { + "black-forest-labs/FLUX.1-schnell": "fal-ai/flux/schnell", + "black-forest-labs/FLUX.1-dev": "fal-ai/flux/dev", + "playgroundai/playground-v2.5-1024px-aesthetic": "fal-ai/playground-v25", + "ByteDance/SDXL-Lightning": "fal-ai/lightning-models", + "PixArt-alpha/PixArt-Sigma-XL-2-1024-MS": "fal-ai/pixart-sigma", + "stabilityai/stable-diffusion-3-medium": "fal-ai/stable-diffusion-v3-medium", + "Warlord-K/Sana-1024": "fal-ai/sana", + "fal/AuraFlow-v0.2": "fal-ai/aura-flow", + "stabilityai/stable-diffusion-3.5-large": "fal-ai/stable-diffusion-v35-large", + "Kwai-Kolors/Kolors": "fal-ai/kolors", + }, + "automatic-speech-recognition": { + "openai/whisper-large-v3": "fal-ai/whisper", + }, }; diff --git a/packages/inference/test/HfInference.spec.ts b/packages/inference/test/HfInference.spec.ts index d2db78fd4c..e0c8b949de 100644 --- a/packages/inference/test/HfInference.spec.ts +++ b/packages/inference/test/HfInference.spec.ts @@ -775,13 +775,29 @@ describe.concurrent("HfInference", () => { () => { const client = new HfInference(env.HF_FAL_KEY); + const textToImageModels = [ + "PixArt-alpha/PixArt-Sigma-XL-2-1024-MS", + "Warlord-K/Sana-1024", + "stabilityai/stable-diffusion-3.5-large", + "stabilityai/stable-diffusion-3-medium", + "Kwai-Kolors/Kolors", + "black-forest-labs/FLUX.1-schnell", + "black-forest-labs/FLUX.1-dev", + "playgroundai/playground-v2.5-1024px-aesthetic", + "ByteDance/SDXL-Lightning", + "fal/AuraFlow-v0.2", + ]; + it("textToImage", async () => { - const res = await client.textToImage({ - model: "black-forest-labs/FLUX.1-schnell", - provider: "fal-ai", - inputs: "black forest gateau cake spelling out the words FLUX SCHNELL, tasty, food photography, dynamic shot", - }); - expect(res).toBeInstanceOf(Blob); + for (const model of textToImageModels) { + const res = await client.textToImage({ + model, + provider: "fal-ai", + inputs: + "black forest gateau cake spelling out the words FLUX SCHNELL, tasty, food photography, dynamic shot", + }); + expect(res).toBeInstanceOf(Blob); + } }); it("speechToText", async () => { From 5c2602898338053e0a3aa57d6165404773c13dcc Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Aykut=20Karda=C5=9F?= Date: Tue, 21 Jan 2025 00:10:32 +0300 Subject: [PATCH 4/6] refactor: improve text-to-iamge models --- packages/inference/test/HfInference.spec.ts | 17 ++++------------- 1 file changed, 4 insertions(+), 13 deletions(-) diff --git a/packages/inference/test/HfInference.spec.ts b/packages/inference/test/HfInference.spec.ts index e0c8b949de..c355f0c90a 100644 --- a/packages/inference/test/HfInference.spec.ts +++ b/packages/inference/test/HfInference.spec.ts @@ -2,7 +2,7 @@ import { expect, it, describe, assert } from "vitest"; import type { ChatCompletionStreamOutput } from "@huggingface/tasks"; -import { chatCompletion, HfInference } from "../src"; +import { chatCompletion, FAL_AI_SUPPORTED_MODEL_IDS, HfInference } from "../src"; import "./vcr"; import { readTestFile } from "./test-files"; @@ -775,18 +775,9 @@ describe.concurrent("HfInference", () => { () => { const client = new HfInference(env.HF_FAL_KEY); - const textToImageModels = [ - "PixArt-alpha/PixArt-Sigma-XL-2-1024-MS", - "Warlord-K/Sana-1024", - "stabilityai/stable-diffusion-3.5-large", - "stabilityai/stable-diffusion-3-medium", - "Kwai-Kolors/Kolors", - "black-forest-labs/FLUX.1-schnell", - "black-forest-labs/FLUX.1-dev", - "playgroundai/playground-v2.5-1024px-aesthetic", - "ByteDance/SDXL-Lightning", - "fal/AuraFlow-v0.2", - ]; + const textToImageModels = FAL_AI_SUPPORTED_MODEL_IDS["text-to-image"] + ? Object.keys(FAL_AI_SUPPORTED_MODEL_IDS["text-to-image"]) + : []; it("textToImage", async () => { for (const model of textToImageModels) { From bc655c426dad8d93ebf1f7a7077e1ca0edf96f54 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Aykut=20Karda=C5=9F?= Date: Tue, 21 Jan 2025 00:12:55 +0300 Subject: [PATCH 5/6] chore: update prompt --- packages/inference/test/HfInference.spec.ts | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/packages/inference/test/HfInference.spec.ts b/packages/inference/test/HfInference.spec.ts index c355f0c90a..8c0adf9626 100644 --- a/packages/inference/test/HfInference.spec.ts +++ b/packages/inference/test/HfInference.spec.ts @@ -785,7 +785,7 @@ describe.concurrent("HfInference", () => { model, provider: "fal-ai", inputs: - "black forest gateau cake spelling out the words FLUX SCHNELL, tasty, food photography, dynamic shot", + "Extreme close-up of a single tiger eye, direct frontal view. Detailed iris and pupil. Sharp focus on eye texture and color. Natural lighting to capture authentic eye shine and depth.", }); expect(res).toBeInstanceOf(Blob); } From 804ed778aed1350c57345925a8a34bb8735a53bc Mon Sep 17 00:00:00 2001 From: SBrandeis Date: Tue, 21 Jan 2025 10:41:24 +0100 Subject: [PATCH 6/6] add tapes --- packages/inference/test/HfInference.spec.ts | 32 +- packages/inference/test/tapes.json | 395 ++++++++++++++++++++ 2 files changed, 410 insertions(+), 17 deletions(-) diff --git a/packages/inference/test/HfInference.spec.ts b/packages/inference/test/HfInference.spec.ts index 8c0adf9626..7e09a1763a 100644 --- a/packages/inference/test/HfInference.spec.ts +++ b/packages/inference/test/HfInference.spec.ts @@ -775,12 +775,8 @@ describe.concurrent("HfInference", () => { () => { const client = new HfInference(env.HF_FAL_KEY); - const textToImageModels = FAL_AI_SUPPORTED_MODEL_IDS["text-to-image"] - ? Object.keys(FAL_AI_SUPPORTED_MODEL_IDS["text-to-image"]) - : []; - - it("textToImage", async () => { - for (const model of textToImageModels) { + for (const model of Object.keys(FAL_AI_SUPPORTED_MODEL_IDS["text-to-image"] ?? {})) { + it(`textToImage - ${model}`, async () => { const res = await client.textToImage({ model, provider: "fal-ai", @@ -788,19 +784,21 @@ describe.concurrent("HfInference", () => { "Extreme close-up of a single tiger eye, direct frontal view. Detailed iris and pupil. Sharp focus on eye texture and color. Natural lighting to capture authentic eye shine and depth.", }); expect(res).toBeInstanceOf(Blob); - } - }); - - it("speechToText", async () => { - const res = await client.automaticSpeechRecognition({ - model: "openai/whisper-large-v3", - provider: "fal-ai", - data: new Blob([readTestFile("sample2.wav")], { type: "audio/x-wav" }), }); - expect(res).toMatchObject({ - text: " he has grave doubts whether sir frederick leighton's work is really greek after all and can discover in it but little of rocky ithaca", + } + + for (const model of Object.keys(FAL_AI_SUPPORTED_MODEL_IDS["automatic-speech-recognition"] ?? {})) { + it(`automaticSpeechRecognition - ${model}`, async () => { + const res = await client.automaticSpeechRecognition({ + model: model, + provider: "fal-ai", + data: new Blob([readTestFile("sample2.wav")], { type: "audio/x-wav" }), + }); + expect(res).toMatchObject({ + text: " he has grave doubts whether sir frederick leighton's work is really greek after all and can discover in it but little of rocky ithaca", + }); }); - }); + } }, TIMEOUT ); diff --git a/packages/inference/test/tapes.json b/packages/inference/test/tapes.json index 2c2454a836..d04ef96892 100644 --- a/packages/inference/test/tapes.json +++ b/packages/inference/test/tapes.json @@ -4417,5 +4417,400 @@ "content-type": "image/jpeg" } } + }, + "67b3d4f2d49138e39199dfa5f25c29ac8a50a3d698f05c28e2d38546f6c72559": { + "url": "https://fal.run/fal-ai/flux/schnell", + "init": { + "headers": { + "Content-Type": "application/json" + }, + "method": "POST", + "body": "{\"prompt\":\"Extreme close-up of a single tiger eye, direct frontal view. Detailed iris and pupil. Sharp focus on eye texture and color. Natural lighting to capture authentic eye shine and depth.\",\"response_format\":\"base64\"}" + }, + "response": { + "body": "{\"images\":[{\"url\":\"https://fal.media/files/panda/Z8oLxNTAj2krojA0xvcUl.png\",\"width\":1024,\"height\":768,\"content_type\":\"image/jpeg\"}],\"timings\":{\"inference\":0.350045086001046},\"seed\":233640447,\"has_nsfw_concepts\":[false],\"prompt\":\"Extreme close-up of a single tiger eye, direct frontal view. Detailed iris and pupil. Sharp focus on eye texture and color. Natural lighting to capture authentic eye shine and depth.\"}", + "status": 200, + "statusText": "OK", + "headers": { + "connection": "keep-alive", + "content-type": "application/json", + "strict-transport-security": "max-age=31536000; includeSubDomains" + } + } + }, + "f9d6f2a5ee5ad57cf1f856865ba372c725d292ff6a37cdf8c7a5b3c75c71ceb2": { + "url": "https://fal.run/fal-ai/lightning-models", + "init": { + "headers": { + "Content-Type": "application/json" + }, + "method": "POST", + "body": "{\"prompt\":\"Extreme close-up of a single tiger eye, direct frontal view. Detailed iris and pupil. Sharp focus on eye texture and color. Natural lighting to capture authentic eye shine and depth.\",\"response_format\":\"base64\"}" + }, + "response": { + "body": "{\"images\":[{\"url\":\"https://fal.media/files/lion/7UDNWraxHPAeq0I_bdWI-.jpeg\",\"width\":1024,\"height\":1024,\"content_type\":\"image/jpeg\"}],\"timings\":{\"inference\":1.0830712877213955},\"seed\":641424801031262500,\"has_nsfw_concepts\":[false],\"prompt\":\"Extreme close-up of a single tiger eye, direct frontal view. Detailed iris and pupil. Sharp focus on eye texture and color. Natural lighting to capture authentic eye shine and depth.\"}", + "status": 200, + "statusText": "OK", + "headers": { + "connection": "keep-alive", + "content-type": "application/json", + "strict-transport-security": "max-age=31536000; includeSubDomains" + } + } + }, + "9f91a71d1dbe5ec622cbab3d03d93989accf30d594c82dd60c1a9161fab3bfa7": { + "url": "https://fal.run/fal-ai/playground-v25", + "init": { + "headers": { + "Content-Type": "application/json" + }, + "method": "POST", + "body": "{\"prompt\":\"Extreme close-up of a single tiger eye, direct frontal view. Detailed iris and pupil. Sharp focus on eye texture and color. Natural lighting to capture authentic eye shine and depth.\",\"response_format\":\"base64\"}" + }, + "response": { + "body": "{\"images\":[{\"url\":\"https://fal.media/files/zebra/PNT83Bs9r1XMdUnC06wtr.jpeg\",\"width\":1024,\"height\":1024,\"content_type\":\"image/jpeg\"}],\"timings\":{\"inference\":2.149031490087509},\"seed\":10398461630160527000,\"has_nsfw_concepts\":[false],\"prompt\":\"Extreme close-up of a single tiger eye, direct frontal view. Detailed iris and pupil. Sharp focus on eye texture and color. 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