15524 个星，今天涨了 242。FreeToken 把数据中心规模的模型服务做到你的桌面上，让超大模型在本地跑得快，也跑得高效。
在自己电脑上跑大模型，快指的是你的电脑跑着数据中心规模的服务，超大模型留在本地。
FreeToken 的仓库，定位是把数据中心规模的模型服务做到桌面。
FlashML-org/FreeToken
647 new stars this week.
Instead of renting datacenter GPUs for 290B+ MoE models, FreeToken streams experts across consumer CPU and GPU memory locally.
FlashML-org/FreeToken
「遊戲電腦跑 2900 億參數模型」FreeToken，今天 GitHub +654 星，總星 1.57 萬。
翻文檔：專家權重放主機記憶體，GPU 只快取一部分，靠 PCIe 來回搬。卡你的是記憶體和頻寬，不是顯卡。只支援 N 卡 RTX 30 到 50，AMD 還是 WIP。
下模型前，先跑 ft bench bw 測頻寬。
FlashML-org/FreeToken
3 likes · 45 views
Source: FlashML-org/FreeToken
> FreeToken is an edge-native Mixture-of-Experts (MoE) serving engine designed for running frontier-scale open-weight models on personal and consumer hardware. It treats heterogeneous edge resources—GPUs, CPUs, host memory, and interconnects—as a unified, elastic inference platform.
太牛了，FreeToken 居然可以在家用电脑上跑 290B 的大模型。
再也不用租数据中心显卡了，它的边缘推理引擎把显存、内存和 CPU 统筹起来跑前沿开源 MoE 模型，这波真的可以冲。
FlashML-org/FreeToken
3 likes · 195 views
FreeVideo: Make videos on the computer you already own (2.5k stars)
What it does
All text below is quoted directly from the project README.
>Make videos on the computer you already own. FreeVideo runs MiniMax H3 in as little as 8 GB of VRAM and 16 GB of RAM, and adapts its acceleration path to your hardware.
About:
- Hardware-adaptive execution: Chooses the weight format for each GPU, int8 on GeForce and RTX 30-series cards and FP8 on workstation and datacenter cards, and automatically probes the available attention kernels.
- Low-memory inference: Weight streaming, asynchronous prefetching and chunked computation keep peak memory low, enabling inference with as little as 8 GB of VRAM and 16 GB of RAM.
- Multimodal inputs: Text prompts, first and last frames, and image, video and audio references.
- Community LoRAs: Use MiniMax H3 LoRAs in your workflow.
- ComfyUI integration: A dedicated creative workspace inside ComfyUI that supports two-pass sampling and batch generation and keeps a history of past creations.
- One-click deployment: The Windows, Mac and Linux launchers set up ComfyUI, the runtime environment and the models, reuse existing models, and support offline installation.
>FreeVideo runs as a ComfyUI plugin, with launchers for Windows, macOS and Linux.
Repository
FlashML-org/FreeVideo
Repository stats
|Metric|Value|
|:-|:-|
|Stars|2,482|
|Forks|291|
|Last release|v0.4.25 (2026-10-29)|
|Languages|Python 71.5%, JavaScript 24.8%, QML 2%|
|Contributors|3|
|AI contributor accounts (Claude / Codex / Cursor / Copilot)|None|
|AI co-authored commits|None|
Main contributor
|Field|Value|
|:-|:-|
|Name|Bowen Xue|
|GitHub|@KBRASK|
|Commits to this repo|872 (top contributor)|
|Bio|a third-year undergraduate student|
|Followers|54|
──────────────────────────────
📌 If you want to browse more repos like this, we've organized them by category and rankings here: bestgithubrepositories.com
🗂️ We're also archiving repos where possible, so useful projects don't disappear when they're removed from GitHub.
128 points
290B 级 MoE 大模型，家用电脑真能跑？
FreeToken 是边端 MoE 推理引擎：CPU、GPU 协同算，专家按需缓存换入，290B+ 模型能在游戏 PC 上本地跑。
适合想本地跑大模型的人，先看显卡在不在支持列表。
先在本地跑哪个 MoE，DeepSeek 或 Qwen？
#大模型 #推理 @grok
FlashML-org/FreeToken
5 likes · 270 views
How to Generate AI Video on Your Gaming PC | FreeVideo Tutorial Powered by Minimax H3
FreeVideo is a free AI video generator that runs on your own gaming GPU. This video shows you how to install it on Windows, make a first clip, and show what each setting does to quality and waiting time.
DOWNLOAD FREEVIDEO
GitHub: FlashML-org/FreeVideo
Windows: github.com/FlashML-org/FreeVideo/releases/latest/…
macOS (Apple silicon preview, not notarized yet): github.com/FlashML-org/FreeVideo/releases/latest/…
Mac guide: github.com/FlashML-org/FreeVideo/blob/main/docs/M…
Linux (AppImage, or setup.sh for a terminal or server): github.com/FlashML-org/FreeVideo/releases/latest/…
Linux guide: github.com/FlashML-org/FreeVideo/blob/main/docs/L…
I only tested the Windows version.
CHAPTERS
0:00 Intro: free AI video on a gaming GPU
0:47 Before you start: GPU, memory and disk
1:30 Before you start: the model license
1:53 Install FreeVideo on Windows
2:50 The FreeVideo workspace
3:36 First clip: a simple prompt
3:47 How it fits on a regular GPU
4:18 First clip: the result
4:31 Settings: the prompt
5:08 Settings: frame and duration
5:42 Settings: quality levels explained
6:41 Speed and quality on my RTX 4070
7:26 Two-pass switch and Preview first
8:25 Media: first and last frame
9:17 Media: reference image
9:43 Media: generate the image with AI
10:15 Seed and history
10:37 Limitations
11:09 Wrap-up
WHAT YOU NEED
• Official minimum: 8 GB of video memory and 16 GB of system memory. I didn't test a card that small.
• About 75 GB of free disk space, more if you add models later. The generation cache also grows over time.
• My PC: RTX 4070 with 12 GB of video memory and 64 GB of system memory. A 5-second clip at 960 × 544 took about 3 to 5 minutes on every quality level. Your times will differ.
WHAT "FREE" MEANS HERE
FreeVideo's code is open source (Apache 2.0), and generating on your own PC has no per-video fees. The model weights come with their own license, the MiniMax H3 Community License. It excludes some territories (it lists the European Union, the United Kingdom, the Republic of Korea and the United States), has rules for commercial use, and asks that content you publish is clearly disclosed as machine-generated. Read it before you use FreeVideo or share what you make:
huggingface.co
ABOUT THIS VIDEO
Recorded with FreeVideo v0.4.19 on Windows. FreeVideo updates often (v0.4.21 is already out), so some labels may have moved. Every example clip in this video, and the waterfall scene in the thumbnail, was generated locally with FreeVideo.
On a Mac? My earlier video runs MiniMax H3 there another way:
youtube.com
CREDITS
FreeVideo by FlashML: FlashML-org/FreeVideo
Video DeltaNet (VDN) by OpenVDN: openvdn.github.io
MiniMax H3 base model: huggingface.co
Which GPU are you running? Tell me your card and how long your first clip took.
#FreeVideo #AIVideo #LocalAI
14 likes · 7 comments · 451 views
Generate AI Videos for FREE on Your Laptop! 🔥🤯 #Shorts
Want to generate AI videos locally without paying for every video? 🤯 Check out FreeVideo by FlashML, an open-source project for local AI video generation powered by MiniMax H3.
🔗 GitHub Repository: FlashML-org/FreeVideo
📥 Complete Setup Guide (PDF): FlashML-org/FreeVideo
Follow the official README for installation instructions and hardware requirements. Performance depends on your system specifications.
Subscribe to TechVyShital for more AI tools, free resources, and tech tutorials! 🚀
Hashtags:
#AI #AIVideoGenerator #FreeAITools #MiniMaxH3 #GitHub #OpenSourceAI #TechVyShital #AITools #TechShorts #Shorts
[bn] আপনার ল্যাপটপেই ফ্রিতে এআই ভিডিও তৈরি করুন! 🔥🤯 #Shorts
প্রতিটি ভিডিওর জন্য অর্থ প্রদান না করে স্থানীয়ভাবে AI ভিডিও তৈরি করতে চান? 🤯 FlashML-এর FreeVideo ব্যবহার করে দেখুন, এটি MiniMax H3 দ্বারা চালিত স্থানীয়ভাবে AI ভিডিও তৈরির একটি ওপেন-সোর্স প্রজেক্ট।
🔗 গিটহাব রিপোজিটরি: FlashML-org/FreeVideo
📥 সম্পূর্ণ সেটআপ গাইড (পিডিএফ): FlashML-org/FreeVideo
ইনস্টলেশনের নির্দেশাবলী এবং হার্ডওয়্যারের প্রয়োজনীয়তার জন্য অফিসিয়াল README অনুসরণ করুন। পারফরম্যান্স আপনার সিস্টেমের স্পেসিফিকেশনের উপর নির্ভর করে।
আরও AI টুলস, ফ্রি রিসোর্স এবং টেক টিউটোরিয়ালের জন্য TechVyShital-কে সাবস্ক্রাইব করুন! 🚀
হ্যাশট্যাগ:
#AI #AIVideoGenerator #FreeAITools #MiniMaxH3 #GitHub #OpenSourceAI #TechVyShital #AITools #TechShorts #Shorts
432 likes · 5 comments · 9,063 views
Please suggest some good video generation uncensored local models.
I own a macbook m3 pro 32gb and 9060 xt 16gb ram.
I tried juggernaut and some models in my amd pc but its always throwing me some errors and says its not compatible, lower parameter models arent good for nsfw generation.
I have an m3 pro 32gb ram for work, what is the best models I can for nsfw long video generation? And where can I follow news and updates about video models? I found civitai.red but it wasnt that clear to me. They mostly use minmax h3 but I read it has moderation on their official page.
Yesterday there was a post on FlashML-org/FreeVideo. Could sometell if that is moderated? I couldn't get it to work properly on my mac.
Anybody using a macbook or amd graphic card doing video generation, please let me know your thoughts, Thanks!
7 comments
Mentions
15524 个星，今天涨了 242。FreeToken 把数据中心规模的模型服务做到你的桌面上，让超大模型在本地跑得快，也跑得高效。 在自己电脑上跑大模型，快指的是你的电脑跑着数据中心规模的服务，超大模型留在本地。 FreeToken 的仓库，定位是把数据中心规模的模型服务做到桌面。 FlashML-org/FreeToken
647 new stars this week. Instead of renting datacenter GPUs for 290B+ MoE models, FreeToken streams experts across consumer CPU and GPU memory locally. FlashML-org/FreeToken
「遊戲電腦跑 2900 億參數模型」FreeToken，今天 GitHub +654 星，總星 1.57 萬。 翻文檔：專家權重放主機記憶體，GPU 只快取一部分，靠 PCIe 來回搬。卡你的是記憶體和頻寬，不是顯卡。只支援 N 卡 RTX 30 到 50，AMD 還是 WIP。 下模型前，先跑 ft bench bw 測頻寬。 FlashML-org/FreeToken
Source: FlashML-org/FreeToken > FreeToken is an edge-native Mixture-of-Experts (MoE) serving engine designed for running frontier-scale open-weight models on personal and consumer hardware. It treats heterogeneous edge resources—GPUs, CPUs, host memory, and interconnects—as a unified, elastic inference platform.
太牛了，FreeToken 居然可以在家用电脑上跑 290B 的大模型。 再也不用租数据中心显卡了，它的边缘推理引擎把显存、内存和 CPU 统筹起来跑前沿开源 MoE 模型，这波真的可以冲。 FlashML-org/FreeToken
FreeVideo: Make videos on the computer you already own (2.5k stars) What it does All text below is quoted directly from the project README. >Make videos on the computer you already own. FreeVideo runs MiniMax H3 in as little as 8 GB of VRAM and 16 GB of RAM, and adapts its acceleration path to your hardware. About: - Hardware-adaptive execution: Chooses the weight format for each GPU, int8 on GeForce and RTX 30-series cards and FP8 on workstation and datacenter cards, and automatically probes the available attention kernels. - Low-memory inference: Weight streaming, asynchronous prefetching and chunked computation keep peak memory low, enabling inference with as little as 8 GB of VRAM and 16 GB of RAM. - Multimodal inputs: Text prompts, first and last frames, and image, video and audio references. - Community LoRAs: Use MiniMax H3 LoRAs in your workflow. - ComfyUI integration: A dedicated creative workspace inside ComfyUI that supports two-pass sampling and batch generation and keeps a history of past creations. - One-click deployment: The Windows, Mac and Linux launchers set up ComfyUI, the runtime environment and the models, reuse existing models, and support offline installation. >FreeVideo runs as a ComfyUI plugin, with launchers for Windows, macOS and Linux. Repository FlashML-org/FreeVideo Repository stats |Metric|Value| |:-|:-| |Stars|2,482| |Forks|291| |Last release|v0.4.25 (2026-10-29)| |Languages|Python 71.5%, JavaScript 24.8%, QML 2%| |Contributors|3| |AI contributor accounts (Claude / Codex / Cursor / Copilot)|None| |AI co-authored commits|None| Main contributor |Field|Value| |:-|:-| |Name|Bowen Xue| |GitHub|@KBRASK| |Commits to this repo|872 (top contributor)| |Bio|a third-year undergraduate student| |Followers|54| ────────────────────────────── 📌 If you want to browse more repos like this, we've organized them by category and rankings here: bestgithubrepositories.com 🗂️ We're also archiving repos where possible, so useful projects don't disappear when they're removed from GitHub.
290B 级 MoE 大模型，家用电脑真能跑？ FreeToken 是边端 MoE 推理引擎：CPU、GPU 协同算，专家按需缓存换入，290B+ 模型能在游戏 PC 上本地跑。 适合想本地跑大模型的人，先看显卡在不在支持列表。 先在本地跑哪个 MoE，DeepSeek 或 Qwen？ #大模型 #推理 @grok FlashML-org/FreeToken
How to Generate AI Video on Your Gaming PC | FreeVideo Tutorial Powered by Minimax H3 FreeVideo is a free AI video generator that runs on your own gaming GPU. This video shows you how to install it on Windows, make a first clip, and show what each setting does to quality and waiting time. DOWNLOAD FREEVIDEO GitHub: FlashML-org/FreeVideo Windows: github.com/FlashML-org/FreeVideo/releases/latest/… macOS (Apple silicon preview, not notarized yet): github.com/FlashML-org/FreeVideo/releases/latest/… Mac guide: github.com/FlashML-org/FreeVideo/blob/main/docs/M… Linux (AppImage, or setup.sh for a terminal or server): github.com/FlashML-org/FreeVideo/releases/latest/… Linux guide: github.com/FlashML-org/FreeVideo/blob/main/docs/L… I only tested the Windows version. CHAPTERS 0:00 Intro: free AI video on a gaming GPU 0:47 Before you start: GPU, memory and disk 1:30 Before you start: the model license 1:53 Install FreeVideo on Windows 2:50 The FreeVideo workspace 3:36 First clip: a simple prompt 3:47 How it fits on a regular GPU 4:18 First clip: the result 4:31 Settings: the prompt 5:08 Settings: frame and duration 5:42 Settings: quality levels explained 6:41 Speed and quality on my RTX 4070 7:26 Two-pass switch and Preview first 8:25 Media: first and last frame 9:17 Media: reference image 9:43 Media: generate the image with AI 10:15 Seed and history 10:37 Limitations 11:09 Wrap-up WHAT YOU NEED • Official minimum: 8 GB of video memory and 16 GB of system memory. I didn't test a card that small. • About 75 GB of free disk space, more if you add models later. The generation cache also grows over time. • My PC: RTX 4070 with 12 GB of video memory and 64 GB of system memory. A 5-second clip at 960 × 544 took about 3 to 5 minutes on every quality level. Your times will differ. WHAT "FREE" MEANS HERE FreeVideo's code is open source (Apache 2.0), and generating on your own PC has no per-video fees. The model weights come with their own license, the MiniMax H3 Community License. It excludes some territories (it lists the European Union, the United Kingdom, the Republic of Korea and the United States), has rules for commercial use, and asks that content you publish is clearly disclosed as machine-generated. Read it before you use FreeVideo or share what you make: huggingface.co ABOUT THIS VIDEO Recorded with FreeVideo v0.4.19 on Windows. FreeVideo updates often (v0.4.21 is already out), so some labels may have moved. Every example clip in this video, and the waterfall scene in the thumbnail, was generated locally with FreeVideo. On a Mac? My earlier video runs MiniMax H3 there another way: youtube.com CREDITS FreeVideo by FlashML: FlashML-org/FreeVideo Video DeltaNet (VDN) by OpenVDN: openvdn.github.io MiniMax H3 base model: huggingface.co Which GPU are you running? Tell me your card and how long your first clip took. #FreeVideo #AIVideo #LocalAI
Generate AI Videos for FREE on Your Laptop! 🔥🤯 #Shorts Want to generate AI videos locally without paying for every video? 🤯 Check out FreeVideo by FlashML, an open-source project for local AI video generation powered by MiniMax H3. 🔗 GitHub Repository: FlashML-org/FreeVideo 📥 Complete Setup Guide (PDF): FlashML-org/FreeVideo Follow the official README for installation instructions and hardware requirements. Performance depends on your system specifications. Subscribe to TechVyShital for more AI tools, free resources, and tech tutorials! 🚀 Hashtags: #AI #AIVideoGenerator #FreeAITools #MiniMaxH3 #GitHub #OpenSourceAI #TechVyShital #AITools #TechShorts #Shorts [bn] আপনার ল্যাপটপেই ফ্রিতে এআই ভিডিও তৈরি করুন! 🔥🤯 #Shorts প্রতিটি ভিডিওর জন্য অর্থ প্রদান না করে স্থানীয়ভাবে AI ভিডিও তৈরি করতে চান? 🤯 FlashML-এর FreeVideo ব্যবহার করে দেখুন, এটি MiniMax H3 দ্বারা চালিত স্থানীয়ভাবে AI ভিডিও তৈরির একটি ওপেন-সোর্স প্রজেক্ট। 🔗 গিটহাব রিপোজিটরি: FlashML-org/FreeVideo 📥 সম্পূর্ণ সেটআপ গাইড (পিডিএফ): FlashML-org/FreeVideo ইনস্টলেশনের নির্দেশাবলী এবং হার্ডওয়্যারের প্রয়োজনীয়তার জন্য অফিসিয়াল README অনুসরণ করুন। পারফরম্যান্স আপনার সিস্টেমের স্পেসিফিকেশনের উপর নির্ভর করে। আরও AI টুলস, ফ্রি রিসোর্স এবং টেক টিউটোরিয়ালের জন্য TechVyShital-কে সাবস্ক্রাইব করুন! 🚀 হ্যাশট্যাগ: #AI #AIVideoGenerator #FreeAITools #MiniMaxH3 #GitHub #OpenSourceAI #TechVyShital #AITools #TechShorts #Shorts
Please suggest some good video generation uncensored local models. I own a macbook m3 pro 32gb and 9060 xt 16gb ram. I tried juggernaut and some models in my amd pc but its always throwing me some errors and says its not compatible, lower parameter models arent good for nsfw generation. I have an m3 pro 32gb ram for work, what is the best models I can for nsfw long video generation? And where can I follow news and updates about video models? I found civitai.red but it wasnt that clear to me. They mostly use minmax h3 but I read it has moderation on their official page. Yesterday there was a post on FlashML-org/FreeVideo. Could sometell if that is moderated? I couldn't get it to work properly on my mac. Anybody using a macbook or amd graphic card doing video generation, please let me know your thoughts, Thanks!