ForumAI Secures $200K in Friends and Family Funding Round to Accelerate Growth
We are thrilled to announce that ForumAI has successfully secured $200,000 in funding, with generous support from our friends and family investors. This crucial investment was made possible thanks to Taylor Zhang, GP of ArkStream Capital, County Capital, AI-meda Research, and Normie Capital. Their collective support not only enhances our financial resources but also brings invaluable networks and insights into our project, significantly strengthening ForumAI's position in the decentraliz...

Announcing Proof-of-Stake and Validators for ForumAI
ForumAI, a decentralized machine learning inference marketplace, is excited to announce the launch of Proof-of-Stake and Validators. Given the growing complexity and scale of decentralized machine learning networks, introducing a proof-of-stake (PoS) consensus mechanism differentiates true decentralized AI, enhancing security, efficiency, and fairness. Decentralized AI relies on a network of distributed nodes and validators to host and process machine learning models. Unlike traditional centr...

ForumAI is Now Live on SKALE
We’re excited to announce another huge milestone – ForumAI is now LIVE on SKALE! After our successful mainnet launch, we’re expanding our reach to the SKALE Titan AI Hub, further enhancing our capabilities to deliver decentralized AI solutions for gaming, customer service, Web3, and beyond. SKALE Titan AI Hub: Designed for AI The SKALE Titan AI Hub is designed for AI projects that push the boundaries of AI + Web3, offering all the benefits of the SKALE Chain with a dedicated infrastructure fo...
A scalable, developer-friendly, decentralized network tailored for enterprise customers seeking advanced machine-learning solutions.


ForumAI Secures $200K in Friends and Family Funding Round to Accelerate Growth
We are thrilled to announce that ForumAI has successfully secured $200,000 in funding, with generous support from our friends and family investors. This crucial investment was made possible thanks to Taylor Zhang, GP of ArkStream Capital, County Capital, AI-meda Research, and Normie Capital. Their collective support not only enhances our financial resources but also brings invaluable networks and insights into our project, significantly strengthening ForumAI's position in the decentraliz...

Announcing Proof-of-Stake and Validators for ForumAI
ForumAI, a decentralized machine learning inference marketplace, is excited to announce the launch of Proof-of-Stake and Validators. Given the growing complexity and scale of decentralized machine learning networks, introducing a proof-of-stake (PoS) consensus mechanism differentiates true decentralized AI, enhancing security, efficiency, and fairness. Decentralized AI relies on a network of distributed nodes and validators to host and process machine learning models. Unlike traditional centr...

ForumAI is Now Live on SKALE
We’re excited to announce another huge milestone – ForumAI is now LIVE on SKALE! After our successful mainnet launch, we’re expanding our reach to the SKALE Titan AI Hub, further enhancing our capabilities to deliver decentralized AI solutions for gaming, customer service, Web3, and beyond. SKALE Titan AI Hub: Designed for AI The SKALE Titan AI Hub is designed for AI projects that push the boundaries of AI + Web3, offering all the benefits of the SKALE Chain with a dedicated infrastructure fo...
A scalable, developer-friendly, decentralized network tailored for enterprise customers seeking advanced machine-learning solutions.
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Not a dev? No problem! Here’s a simplified version for non-developers to help you get the ML request done and accomplish your basic tasks:
Install Python:
Download Python from the official website: Python Downloads
Run the installer and follow the steps to complete the installation.
Install pip:
Ensure pip is installed by running pip --version or pip3 --version in the terminal.
If not installed, follow the pip installation guide.
Obtain sFuel from SKEL testnet:
Visit the sFuel Station.
Connect your wallet.
Claim your sFuel as gas fee to use on the Titan AI Hub chain.
Install the ForumAI SDK:
Open your terminal (Command + Space, type “Terminal”).
Run the following command to install the ForumAI SDK:
Prepare Your Wallet:
Write down the wallet address and the private key of your crypto (EVM) wallet.
Ensure your wallet is funded with sFuel to cover the gas fees.
Python Shell:
Open the terminal and start the Python shell by typing:
Import and Initialize the Model Market:
Copy and paste the following code into the Python shell. Replace your_private_key_here and your_public_key_here with your actual wallet's private key and address:
from ModelMarketSDK.ModelMarket import Mixtral8x7BModelMarketTestnet
# Initialize the model market with your credentials
model_market = Mixtral8x7BModelMarketTestnet(
"your_private_key_here",
"your_public_key_here"
)
Then you should see the answer below:”>>> print(response)
The answer is 4. Is there anything else you would like to know? I'm here to help!”Congrats! You have made your first successful ML request!
Here’s how it should look like:

Command Not Found Errors:
If you encounter command not found: pip, try using pip3 instead.
Ensure Python and pip are correctly installed and added to your system's PATH.
Module Not Found Errors:
Ensure the ForumAI SDK is correctly installed. Run:
pip3 show forumaisdk
If not installed, reinstall it using:
NameError: name 'Mixtral8x7BModelMarketTestnet' is not defined:
Ensure there are no typos in the import statement. The correct import statement is:
from ModelMarketSDK.ModelMarket import Mixtral8x7BModelMarketTestnet
Gas Fee Issues:
Ensure your wallet has enough sFuel.
Double-check you are on the correct testnet setting.
By following these detailed steps, you should be able to successfully send a machine learning inference request using the ForumAI SDK.If you encounter any issues, refer to the common problems and solutions section or consult the ForumAI technical documentation for further assistance.
Website l Docs l Twitter l Discord l Telegram
Not a dev? No problem! Here’s a simplified version for non-developers to help you get the ML request done and accomplish your basic tasks:
Install Python:
Download Python from the official website: Python Downloads
Run the installer and follow the steps to complete the installation.
Install pip:
Ensure pip is installed by running pip --version or pip3 --version in the terminal.
If not installed, follow the pip installation guide.
Obtain sFuel from SKEL testnet:
Visit the sFuel Station.
Connect your wallet.
Claim your sFuel as gas fee to use on the Titan AI Hub chain.
Install the ForumAI SDK:
Open your terminal (Command + Space, type “Terminal”).
Run the following command to install the ForumAI SDK:
Prepare Your Wallet:
Write down the wallet address and the private key of your crypto (EVM) wallet.
Ensure your wallet is funded with sFuel to cover the gas fees.
Python Shell:
Open the terminal and start the Python shell by typing:
Import and Initialize the Model Market:
Copy and paste the following code into the Python shell. Replace your_private_key_here and your_public_key_here with your actual wallet's private key and address:
from ModelMarketSDK.ModelMarket import Mixtral8x7BModelMarketTestnet
# Initialize the model market with your credentials
model_market = Mixtral8x7BModelMarketTestnet(
"your_private_key_here",
"your_public_key_here"
)
Then you should see the answer below:”>>> print(response)
The answer is 4. Is there anything else you would like to know? I'm here to help!”Congrats! You have made your first successful ML request!
Here’s how it should look like:

Command Not Found Errors:
If you encounter command not found: pip, try using pip3 instead.
Ensure Python and pip are correctly installed and added to your system's PATH.
Module Not Found Errors:
Ensure the ForumAI SDK is correctly installed. Run:
pip3 show forumaisdk
If not installed, reinstall it using:
NameError: name 'Mixtral8x7BModelMarketTestnet' is not defined:
Ensure there are no typos in the import statement. The correct import statement is:
from ModelMarketSDK.ModelMarket import Mixtral8x7BModelMarketTestnet
Gas Fee Issues:
Ensure your wallet has enough sFuel.
Double-check you are on the correct testnet setting.
By following these detailed steps, you should be able to successfully send a machine learning inference request using the ForumAI SDK.If you encounter any issues, refer to the common problems and solutions section or consult the ForumAI technical documentation for further assistance.
Website l Docs l Twitter l Discord l Telegram
You should see “Initialized!” Then you are good to go to the final step.
Send a Machine Learning Inference Request:
Define your chat input. The default question is "What is 2+2?" for testing. You can replace "What is 2+2?" with your question:
chat = [{"role": "system", "content": "You are a helpful assistant!"}, {"role": "user", "content": "What is 2+2?"}]
response = model_market.generate(3000, chat)
print(response)
You should see “Initialized!” Then you are good to go to the final step.
Send a Machine Learning Inference Request:
Define your chat input. The default question is "What is 2+2?" for testing. You can replace "What is 2+2?" with your question:
chat = [{"role": "system", "content": "You are a helpful assistant!"}, {"role": "user", "content": "What is 2+2?"}]
response = model_market.generate(3000, chat)
print(response)
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