??

??? “Stable Diffusion? ???? ???? MacBook(M2)?? FLUX.1 ???([dev]/[schnell]) ?? AI ?? ??”??? ??? ??? ? ?? ????. Stable Diffusion ????? ??? Black Forest Labs? FLUX.1 ??? ?? ??? ??????.

? ?? ?? ??, FLUX 1.1 [pro](??? Blueberry)? ? API? ?? ?? ???? ?? ?????? ?? ?? ?????.

?? ??? ?? BFL API? ?? ??? ?? ?? ???? ???? ??? FLUX1.1 [pro]? ?????. ?? ???? ?? ??? ??? ?? ??? ?? ???, ??? ? ??? ??? ????? ??? ???? ??? ??? ??????.

??: FLUX1.1 [pro] ? BFL API ?? - Black Forest Labs

?? ?????? FLUX 1.1 [pro] ? API

???? ????????.

?? ?? ??? Python?? ???????.

?? ? API ? ??

?? ??? ???? API ???? ?? ???? ??????.

??? ??? ?? $0.01?? ?? ? 50???? ?????(??? ? ??).

?? ??? ?? ?? ??? ??? ????.

• FLUX 1.1 [pro]: ???? $0.04
• FLUX.1 [??]: ???? $0.05
• FLUX.1 [dev]: ???? $0.025

???? ? ? ??? ???? ??? ??? ???? API ?? ?????.

?? ??? ?? ?? ?????.

????

?? ??? macOS 14 Sonoma? ???? ????.

Python ??? ??? ????.

$ python --version
Python 3.12.2

?? ??? ???? ?? ??? ??????.

$ pip install requests

??? ??? ??????:

$ pip list | grep -e requests 
requests           2.31.0

????? ???? ?? zshrc ??? ???? API ?? ?? ??? ??????.

$ open ~/.zshrc

?? ?? ??? BFL_API_KEY:
? ??????.

export BFL_API_KEY=<Your API Key Here>

?? ??

??? ? ?? ?? ??? ??? ????? ?? ?????. ?????? ??? ???? ??? ???? ??? ???? ?? ???? ?? ??? ?????.

import os
import requests
import time

# Request
request = requests.post(
    'https://api.bfl.ml/v1/flux-pro-1.1',
    headers={
        'accept': 'application/json',
        'x-key': os.environ.get("BFL_API_KEY"),
        'Content-Type': 'application/json',
    },
    json={
        'prompt': 'A cat on its back legs running like a human is holding a big silver fish with its arms. The cat is running away from the shop owner and has a panicked look on his face. The scene is situated in a crowded market.',
        'width': 1024,
        'height': 768,
    },
).json()
print(request)
request_id = request["id"]

# Wait for completion
while True:
    time.sleep(0.5)
    result = requests.get(
        'https://api.bfl.ml/v1/get_result',
        headers={
            'accept': 'application/json',
            'x-key': os.environ.get("BFL_API_KEY"),
        },
        params={
            'id': request_id,
        },
    ).json()
    if result["status"] == "Ready":
        print(f"Result: {result['result']['sample']}")
        break
    else:
        print(f"Status: {result['status']}")

? ??? ????? ??? ????.

???? ???? ??? ???? ??? ?? ???? ?? ?? ????. ???? ?? ????? ???? ??? ??? ????. ??? ???? ??? ??? ???? ????.

?? ?? ??? ??? ????. ???? ?? API? ?? ?? ??? ?????.

$ python --version
Python 3.12.2

???? ??? ?? bflapistorage.blob.core.windows.net?? ?????? ??? ???? URL? ???? ????.

??? ???? ??? ????.

??? ????? ???? ???? ???? ??????.

?? ???? ??

??? ???? ???? ?? ??? ????? ??????.

?? ?? ???

????: ????? ???? ???? "?? ?? ???"? ?????.

$ pip install requests

?? ?? ?????? ??

????: "?? ?? ?????? ???? ??"? ????? ???? ?????.

$ pip list | grep -e requests 
requests           2.31.0

????? ? ?? ????

????: ????? ???? ???? "???? ?? ?? ????".

$ open ~/.zshrc

??? ?? ??

????: ??? ?? ???? ???? "??? ?? ??".

export BFL_API_KEY=<Your API Key Here>

?? ??? ?? ?? ??? ??

????: ?? ???? ???? "?? ??? ?? ??? ??"? ?????.

import os
import requests
import time

# Request
request = requests.post(
    'https://api.bfl.ml/v1/flux-pro-1.1',
    headers={
        'accept': 'application/json',
        'x-key': os.environ.get("BFL_API_KEY"),
        'Content-Type': 'application/json',
    },
    json={
        'prompt': 'A cat on its back legs running like a human is holding a big silver fish with its arms. The cat is running away from the shop owner and has a panicked look on his face. The scene is situated in a crowded market.',
        'width': 1024,
        'height': 768,
    },
).json()
print(request)
request_id = request["id"]

# Wait for completion
while True:
    time.sleep(0.5)
    result = requests.get(
        'https://api.bfl.ml/v1/get_result',
        headers={
            'accept': 'application/json',
            'x-key': os.environ.get("BFL_API_KEY"),
        },
        params={
            'id': request_id,
        },
    ).json()
    if result["status"] == "Ready":
        print(f"Result: {result['result']['sample']}")
        break
    else:
        print(f"Status: {result['status']}")

?? ????? 28? ?? ??

????: ?? ???? ???? "?? ????? 28? ?? ?? ??".

$ python --version
Python 3.12.2

1980?? ?? ????

????: ?? ???? ???? "1980?? ?? ??".

$ pip install requests

2020? ??? ????

????: ?? ???? ???? "2020? ??? ????".

$ pip list | grep -e requests 
requests           2.31.0

??? ???? ?? ??? ??????.

??? AI ???? ?? ?? ???? ?? ??? ?? ?????? ?????.

??

Black Forest Labs? AI ??? ????? ???? ???? ????.

?? ??? ??? ?? ??? ?????.

??? ?? ??

Stable Diffusion? ??? AI ??? ??? ?? FLUX 1.1 [pro]? Web APIを呼ん?? ?? ???? ????? ??????

? ??? FLUX? ? API ?? [pro]: Stable Diffusion ??? ?? ??? ?? AI ??? ?? ?????. ??? ??? PHP ??? ????? ?? ?? ??? ?????!