Ask Claude to "find compute to fine-tune this model on my dataset using Ocean MCP" and it handles the busywork.
It finds available GPUs on Ocean Network, shows you rates so you can pick, runs the job, and hands you the finished model.
Try it for free: https://docs.oncompute.ai/on-mcp/quickstart
https://x.com/oncompute/status/2092327921427919100?s=46&t=sfyIS0XeZHZd-w68hBLkvw
It finds available GPUs on Ocean Network, shows you rates so you can pick, runs the job, and hands you the finished model.
Try it for free: https://docs.oncompute.ai/on-mcp/quickstart
https://x.com/oncompute/status/2092327921427919100?s=46&t=sfyIS0XeZHZd-w68hBLkvw
docs.oncompute.ai
Overview | Ocean Network Docs
Drive compute jobs from any AI agent. The ON MCP server exposes ~80 tools over the Model Context Protocol.
Ask Claude to "find compute to fine-tune this model on my dataset using Ocean MCP" and it handles the busywork.
It finds available GPUs on Ocean Network, shows you rates so you can pick, runs the job, and hands you the finished model.
Try it for free: https://docs.oncompute.ai/on-mcp/quickstart
https://x.com/oncompute/status/2092327921427919100?s=46&t=sfyIS0XeZHZd-w68hBLkvw
It finds available GPUs on Ocean Network, shows you rates so you can pick, runs the job, and hands you the finished model.
Try it for free: https://docs.oncompute.ai/on-mcp/quickstart
https://x.com/oncompute/status/2092327921427919100?s=46&t=sfyIS0XeZHZd-w68hBLkvw
docs.oncompute.ai
Overview | Ocean Network Docs
Drive compute jobs from any AI agent. The ON MCP server exposes ~80 tools over the Model Context Protocol.
Pick a model, run it, get your output. That's the whole idea.
We know it sounds too simple, but that's kind of the point.
Wait till you see how few steps "too simple" actually takes.
https://x.com/oncompute/status/2092630144288792754?s=46&t=sfyIS0XeZHZd-w68hBLkvw
We know it sounds too simple, but that's kind of the point.
Wait till you see how few steps "too simple" actually takes.
https://x.com/oncompute/status/2092630144288792754?s=46&t=sfyIS0XeZHZd-w68hBLkvw
X (formerly Twitter)
Ocean Network (@ONcompute) on X
Pick a model, run it, get your output. That's the whole idea.
We know it sounds too simple, but that's kind of the point.
Wait till you see how few steps "too simple" actually takes.
We know it sounds too simple, but that's kind of the point.
Wait till you see how few steps "too simple" actually takes.
Open Source keeps shipping the weights. Nobody's been shipping the place to run them.
Very, very soon!
https://x.com/oceanprotocol/status/2092998743708594457
Very, very soon!
https://x.com/oceanprotocol/status/2092998743708594457
X (formerly Twitter)
Ocean Protocol (@oceanprotocol) on X
Open Source keeps shipping the weights. Nobody's been shipping the place to run them.
Very, very soon!
Very, very soon!
How many tabs does it currently take to run inference on one model? We counted and it's too many.
But fret not, we're building something with exactly one🤓
https://x.com/oncompute/status/2093346364163801200?s=46&t=sfyIS0XeZHZd-w68hBLkvw
But fret not, we're building something with exactly one🤓
https://x.com/oncompute/status/2093346364163801200?s=46&t=sfyIS0XeZHZd-w68hBLkvw
X (formerly Twitter)
Ocean Network (@ONcompute) on X
How many tabs does it currently take to run inference on one model? We counted and it's too many.
But fret not, we're building something with exactly one🤓
But fret not, we're building something with exactly one🤓
Your coding agent is running something long right now. Where's your laptop?
Anonymous Poll
44%
Open on my desk
44%
Closed, runs elsewhere
33%
I don't run long stuff
Weeks of quiet work, converging into one system.
Open source models are about to run the way they were always supposed to. Almost ready!
https://x.com/oncompute/status/2094801199778406629
Open source models are about to run the way they were always supposed to. Almost ready!
https://x.com/oncompute/status/2094801199778406629
X (formerly Twitter)
Ocean Network (@ONcompute) on X
Weeks of quiet work, converging into one system.
Open source models are about to run the way they were always supposed to. Almost ready!
Open source models are about to run the way they were always supposed to. Almost ready!
MCP is turning AI agents from chatbots into operators.
Instead of stopping at an answer, they can now discover infrastructure, launch compute, pay for it, and retrieve results.
That's exactly what we built with Ocean Network's MCP server.
Connect your Claude to Ocean Network: https://docs.oncompute.ai/on-mcp/quickstart
https://x.com/ONcompute/status/2095170222336446778?s=20
Instead of stopping at an answer, they can now discover infrastructure, launch compute, pay for it, and retrieve results.
That's exactly what we built with Ocean Network's MCP server.
Connect your Claude to Ocean Network: https://docs.oncompute.ai/on-mcp/quickstart
https://x.com/ONcompute/status/2095170222336446778?s=20
docs.oncompute.ai
Overview | Ocean Network Docs
Drive compute jobs from any AI agent. The ON MCP server exposes ~80 tools over the Model Context Protocol.
Something's different about Barry's setup these days. He's deploying AI models in three clean steps 👀
Follow us and stay tuned 😃
https://x.com/ONcompute/status/2097205732894445913?s=20
Follow us and stay tuned 😃
https://x.com/ONcompute/status/2097205732894445913?s=20
X (formerly Twitter)
Ocean Network (@ONcompute) on X
Something's different about Barry's setup these days. He's deploying AI models in three clean steps 👀
Follow us and stay tuned 😃
Follow us and stay tuned 😃
Now, now... behave! At least until tomorrow when it's officially ON👀
PS: Yes, this has been created with the Ocean Network video-generation template that will be launched tomorrow... among other 😎
https://x.com/ONcompute/status/2097687702728507772?s=20
PS: Yes, this has been created with the Ocean Network video-generation template that will be launched tomorrow... among other 😎
https://x.com/ONcompute/status/2097687702728507772?s=20
X (formerly Twitter)
Ocean Network (@ONcompute) on X
Now, now... behave! At least until tomorrow when it's officially ON👀
PS: Yes, this has been created with the Ocean Network video-generation template that will be launched tomorrow... among othe…
PS: Yes, this has been created with the Ocean Network video-generation template that will be launched tomorrow... among othe…
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📢 Inference is ON 😎
Run any AI model on dedicated GPU hardware, starting today.
The GPU is yours while you're on it, the full price is displayed before you commit, and the model is whatever you bring from huggingface.
Wild concept, we know! 👇
dashboard.oncompute.ai/inference
Run any AI model on dedicated GPU hardware, starting today.
The GPU is yours while you're on it, the full price is displayed before you commit, and the model is whatever you bring from huggingface.
Wild concept, we know! 👇
dashboard.oncompute.ai/inference
Ocean Network Inference Is ON. Your First 6 Hours Are On Us
https://x.com/oceanprotocol/status/2098016080782414291?s=20
https://x.com/oceanprotocol/status/2098016080782414291?s=20
One of our community members got inspired by the templates launch and decided to test their hand at video creation with this 🔥
Absolutely crushed it! 👏
Excited to see what you all create next!
👉 https://dashboard.oncompute.ai/inference/templates
https://x.com/oncompute/status/2098416159460667760?s=46&t=sfyIS0XeZHZd-w68hBLkvw
Absolutely crushed it! 👏
Excited to see what you all create next!
👉 https://dashboard.oncompute.ai/inference/templates
https://x.com/oncompute/status/2098416159460667760?s=46&t=sfyIS0XeZHZd-w68hBLkvw
Ocean Network - Decentralized P2P Compute Network
Run pay-per-use compute jobs on Ocean Network with competitive GPU pricing, editor native workflows, escrow-protected payments, and local outputs.
Ocean Inference templates are built to launch as working applications.
Barry picked one, and with that same click, he had the model, the interface, and a dedicated GPU already running together, ready before he even reached for the keyboard.
Yours is one click away👇
(1/3) 🧵
https://x.com/oncompute/status/2099420745227026698
Barry picked one, and with that same click, he had the model, the interface, and a dedicated GPU already running together, ready before he even reached for the keyboard.
Yours is one click away👇
(1/3) 🧵
https://x.com/oncompute/status/2099420745227026698
X (formerly Twitter)
Ocean Network (@ONcompute) on X
Ocean Inference templates are built to launch as working applications.
Barry picked one, and with that same click, he had the model, the interface, and a dedicated GPU already running together, r…
Barry picked one, and with that same click, he had the model, the interface, and a dedicated GPU already running together, r…
Free compute for inference, no catch, we promise (Ok, minus 5 mins of clicking)
Claim your complimentary tokens, get 6 hours of inference on our templates: make music, create images/videos, write code, or unleash your AI agents on the world.
Grab'em here: https://docs.oncompute.ai/ocean-network-dashboard/claim-your-compy-tokens
https://x.com/ONcompute/status/2099879915399360761
Claim your complimentary tokens, get 6 hours of inference on our templates: make music, create images/videos, write code, or unleash your AI agents on the world.
Grab'em here: https://docs.oncompute.ai/ocean-network-dashboard/claim-your-compy-tokens
https://x.com/ONcompute/status/2099879915399360761
docs.oncompute.ai
Claim Your COMPY Tokens | Ocean Network Docs
How to Claim Your COMPY Grant Tokens
"CUDA out of memory" has ended more coding sessions than any bug ever will.
We got tired of that too, so Curated Models on Ocean Network do the sizing homework for you.
Pick a model like Qwen3-Coder-Next, DeepSeek-V4-Flash, or Kimi-K2.7-Code, and it arrives already matched with the GPU, engine, and context length it actually needs.
Just pick a package, pick an environment, pay, and launch: https://dashboard.oncompute.ai/inference/default-models
https://x.com/oncompute/status/2100137361309044824?s=46&t=sfyIS0XeZHZd-w68hBLkvw
We got tired of that too, so Curated Models on Ocean Network do the sizing homework for you.
Pick a model like Qwen3-Coder-Next, DeepSeek-V4-Flash, or Kimi-K2.7-Code, and it arrives already matched with the GPU, engine, and context length it actually needs.
Just pick a package, pick an environment, pay, and launch: https://dashboard.oncompute.ai/inference/default-models
https://x.com/oncompute/status/2100137361309044824?s=46&t=sfyIS0XeZHZd-w68hBLkvw
Ocean Network - Decentralized P2P Compute Network
Run pay-per-use compute jobs on Ocean Network with competitive GPU pricing, editor native workflows, escrow-protected payments, and local outputs.
Reshooting a UGC ad because the person suddenly looks different in scene two is one of the fastest ways to burn time and budget.
MiniMax H3 on Ocean Network fixes the part AI video usually gets wrong by keeping the face, voice, and environment consistent from your original photo across every shot.
One photo. Four prompts. A synced 30-second reel without continuity breaks.
Just upload, prompt, and run: https://dashboard.oncompute.ai/inference/templates
https://x.com/oncompute/status/2100604690706862310?s=46&t=sfyIS0XeZHZd-w68hBLkvw
MiniMax H3 on Ocean Network fixes the part AI video usually gets wrong by keeping the face, voice, and environment consistent from your original photo across every shot.
One photo. Four prompts. A synced 30-second reel without continuity breaks.
Just upload, prompt, and run: https://dashboard.oncompute.ai/inference/templates
https://x.com/oncompute/status/2100604690706862310?s=46&t=sfyIS0XeZHZd-w68hBLkvw
Ocean Network - Decentralized P2P Compute Network
Run pay-per-use compute jobs on Ocean Network with competitive GPU pricing, editor native workflows, escrow-protected payments, and local outputs.
UGC creators are already making real money from AI avatars. Meanwhile, people are still debating if AI content is "cringe".
Ocean Inference's UGC Reel template (MiniMax H3) isn't interested in the debate. It turns one photo into a 30-second, six-shot vertical reel with one consistent character, synced voice, and built-in music.
Stop debating AI UGC, publish one instead. Your first 6 hours of inference are free: https://dashboard.oncompute.ai/inference/templates
Ocean Inference's UGC Reel template (MiniMax H3) isn't interested in the debate. It turns one photo into a 30-second, six-shot vertical reel with one consistent character, synced voice, and built-in music.
Stop debating AI UGC, publish one instead. Your first 6 hours of inference are free: https://dashboard.oncompute.ai/inference/templates
Ocean Network - Decentralized P2P Compute Network
Run pay-per-use compute jobs on Ocean Network with competitive GPU pricing, editor native workflows, escrow-protected payments, and local outputs.
Everyone becomes a film director the moment AI gets one frame almost right.
Then comes the part nobody tells you about: bouncing between tools trying to make the next scene match 😄
Ocean Network Video Studio puts every MiniMax H3 mode in one workspace, so you can go from a photo or a prompt to a finished clip without breaking your flow.
Try it, your first 6 hours of GPU inference are free: https://x.com/ONcompute/status/2102056170726834618?s=20
Then comes the part nobody tells you about: bouncing between tools trying to make the next scene match 😄
Ocean Network Video Studio puts every MiniMax H3 mode in one workspace, so you can go from a photo or a prompt to a finished clip without breaking your flow.
Try it, your first 6 hours of GPU inference are free: https://x.com/ONcompute/status/2102056170726834618?s=20
X (formerly Twitter)
Ocean Network (@ONcompute) on X
Everyone becomes a film director the moment AI gets one frame almost right.
Then comes the part nobody tells you about: bouncing between tools trying to make the next scene match 😄
Ocean Networ…
Then comes the part nobody tells you about: bouncing between tools trying to make the next scene match 😄
Ocean Networ…
Intelligence stopped being a product you call & became a layer everything else runs on.
The problem isn't picking a model anymore, it's deploying it.
Ocean Network pairs curated models with a tested engine, the right launch flags, and the hardware they need. Pick Qwen, DeepSeek, or GPT-OSS, pick an environment, pay, & launch.
Get started: https://docs.oncompute.ai/inference/curated-models
https://x.com/ONcompute/status/2102404253264285704?s=20
The problem isn't picking a model anymore, it's deploying it.
Ocean Network pairs curated models with a tested engine, the right launch flags, and the hardware they need. Pick Qwen, DeepSeek, or GPT-OSS, pick an environment, pay, & launch.
Get started: https://docs.oncompute.ai/inference/curated-models
https://x.com/ONcompute/status/2102404253264285704?s=20
docs.oncompute.ai
Curated Models | Ocean Network Docs
Pre-sized packages that pair a model with a tested engine preset and the hardware it needs. Pick one, pick an environment, pay, launch.
If your AI project is still sitting in your drafts, this is your sign.
Ocean Network is giving away complimentary tokens for your first 6 hours of GPU inference.
Build the video, ship the agent, & finish the thing you've been putting off with open-source AI models.
Claim yours: https://x.com/oncompute/status/2102781789878071338?s=46&t=sfyIS0XeZHZd-w68hBLkvw
Ocean Network is giving away complimentary tokens for your first 6 hours of GPU inference.
Build the video, ship the agent, & finish the thing you've been putting off with open-source AI models.
Claim yours: https://x.com/oncompute/status/2102781789878071338?s=46&t=sfyIS0XeZHZd-w68hBLkvw
X (formerly Twitter)
Ocean Network (@ONcompute) on X
If your AI project is still sitting in your drafts, this is your sign.
Ocean Network is giving away complimentary tokens for your first 6 hours of GPU inference.
Build the video, ship the agent,…
Ocean Network is giving away complimentary tokens for your first 6 hours of GPU inference.
Build the video, ship the agent,…