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Code Unpacked

512 subscribers

Latest from Code Unpacked

Code Unpacked
llama.cpp Just Made Huge MoE Models 4× Faster

The same Radeon GPU, the same Qwen model, no new quantization trick: 9.7 tokens per second became 37.2. llama.cpp already ...

9:15
llama.cpp Just Made Huge MoE Models 4× Faster

14,523 views

2d ago

Code Unpacked
4 Mac Studios Just Ran an 816B AI Model at 36 Tokens/s

Four M5 Ultra Mac Studios, wired together with Thunderbolt 5 cables, ran Meta's 816-billion-parameter Muse Spark Open locally ...

13:40
4 Mac Studios Just Ran an 816B AI Model at 36 Tokens/s

589 views

4d ago

Code Unpacked
Qwen Just Ran a 27B Model on a PlayStation 5

A jailbroken PlayStation 5 is now running Qwen 3.8 27B locally on its own GPU, at around 20 tokens per second. Not through the ...

10:15
Qwen Just Ran a 27B Model on a PlayStation 5

2,109 views

7d ago

Code Unpacked
Microsoft Just Ran a 137B AI Model Locally on a Laptop

Microsoft just ran a 137-billion-parameter coding model locally on a Windows laptop. Not through an API, not on a remote server, ...

9:11
Microsoft Just Ran a 137B AI Model Locally on a Laptop

374 views

10d ago

Code Unpacked
This New Cache Makes Huge Local AI Models 2x Faster

llama.cpp just made the exact same model run more than twice as fast on the exact same GPU. It is not a new quantization format, ...

9:32
This New Cache Makes Huge Local AI Models 2x Faster

11,098 views

13d ago

Code Unpacked
Qwen Just Ran 125B at 90 Tokens/s on a 12GB GPU

A 125-billion-parameter AI model, generating almost 100 tokens per second. On an RTX 5070 with 12 GB of VRAM. Not a server ...

10:10
Qwen Just Ran 125B at 90 Tokens/s on a 12GB GPU

1,394 views

2w ago

Code Unpacked
One RTX 5090 Just Pushed a 35B Model to 850 Tokens/s

850 tokens per second. From a 35-billion-parameter model. On one RTX 5090, with the full 262K-token context window. That is ...

9:52
One RTX 5090 Just Pushed a 35B Model to 850 Tokens/s

111 views

2w ago

Code Unpacked
DeepSeek Just Ran 552B Parameters on One RTX 5090

A 502 GB model file. One RTX 5090 with 32 GB of VRAM. About 128 GB of system memory. Even combined, the model doesn't fit ...

10:56
DeepSeek Just Ran 552B Parameters on One RTX 5090

959 views

3w ago

Code Unpacked
Qwen Just Fit 1 Million Tokens on a 24GB GPU

A 27-billion-parameter Qwen model ran with a one-million-token agent workspace on a laptop with a 24 GB GPU — and still ...

10:24
Qwen Just Fit 1 Million Tokens on a 24GB GPU

4,345 views

3w ago

Code Unpacked
Qwen Just Ran 177B Parameters on a 12GB GPU

An 82-gigabyte model file. A graphics card with 12 gigabytes of VRAM. And the model is generating tokens — not one every few ...

10:01
Qwen Just Ran 177B Parameters on a 12GB GPU

14,035 views

3w ago

CodeUnpacked

5 subscribers

CodeUnpacked

1 subscribers

Code Unpacked
Microsoft Just Ran a 137B AI Model Locally on a Laptop

Microsoft just ran a 137-billion-parameter coding model locally on a Windows laptop. Not through an API, not on a remote server, ...

9:11
Microsoft Just Ran a 137B AI Model Locally on a Laptop

374 views

10d ago

Code Unpacked

7 subscribers

Code Unpacked
How Claude Fable 5 Works for Days Without Forgetting

Claude Fable 5 can work on a single task for days. But an LLM still has a finite context window—so how can it keep working ...

10:34
How Claude Fable 5 Works for Days Without Forgetting

67 views

2mo ago

The PrimeTime
OpenCode got hacked

Don't vibe code your auth. Use WorkOS: https://trm.sh/workos Sources: ...

12:52
OpenCode got hacked

151,737 views

6h ago

CodeUnpacked
Rank Transformation Algorithms and Coordinate Compression Techniques

Solving LeetCode 1331: Rank Transform of an Array using C++. In this video, we break down the LeetCode daily coding ...

7:59
Rank Transformation Algorithms and Coordinate Compression Techniques

61 views

3mo ago

Code Unpacked
DeepSeek Made the AI Agent Itself Programmable

DeepSeek Harness, AI coding agents, Claude Code, OpenAI Codex and programmable agent infrastructure are the focus of this ...

10:13
DeepSeek Made the AI Agent Itself Programmable

472 views

2mo ago

CodeUnpacked
Remove Covered Intervals — LeetCode 1288 Explained (Brute Force to O(n log n))

Remove Covered Intervals (LeetCode 1288) explained from first principles — starting with the brute-force O(n²) approach, then ...

6:12
Remove Covered Intervals — LeetCode 1288 Explained (Brute Force to O(n log n))

4 views

3mo ago

Code Unpacked
You Can Run a 700B AI Model on a Laptop — But There’s a Catch

Can a normal laptop really run an AI model with nearly 700 billion parameters? Technically, yes—but “running locally” does not ...

10:44
You Can Run a 700B AI Model on a Laptop — But There’s a Catch

529 views

2mo ago

Code Unpacked
Google OKF: One Folder That Makes AI Agents Understand Your Company

AI agents can query databases, call APIs, search GitHub, create tickets, and even write code. But do they actually understand your ...

9:56
Google OKF: One Folder That Makes AI Agents Understand Your Company

235 views

1mo ago

Code Unpacked
Your AI Is Rereading, Not Remembering

Your AI may remember your project, your preferences, and conversations from weeks ago. But in many cases, it is not actually ...

13:01
Your AI Is Rereading, Not Remembering

78 views

2mo ago

Code Unpacked
This AI Model Is 294× Cheaper Than Sonnet 5

TypeSafe publishes the benchmark for its own model. On it, Jev scores 67.8% accuracy. So does Claude Sonnet 5. Exactly 67.8% ...

10:56
This AI Model Is 294× Cheaper Than Sonnet 5

129 views

1mo ago

Code Unpacked
One RTX 5090 Just Pushed a 35B Model to 850 Tokens/s

850 tokens per second. From a 35-billion-parameter model. On one RTX 5090, with the full 262K-token context window. That is ...

9:52
One RTX 5090 Just Pushed a 35B Model to 850 Tokens/s

111 views

2w ago

Code Unpacked
AI Is Quietly Writing Open-Source Software

AI coding agents are already changing open-source software — but Git history often makes their work look completely human.

12:19
AI Is Quietly Writing Open-Source Software

142 views

2mo ago

Code Unpacked
Kimi K3’s 2.8 Trillion Parameter Trick — Only 16 Experts Wake Up

Kimi K3 contains almost 2.8 trillion parameters—but for each token, only 16 out of 896 experts are activated. That apparent ...

10:47
Kimi K3’s 2.8 Trillion Parameter Trick — Only 16 Experts Wake Up

305 views

2mo ago

Code Unpacked
AI Companies Want to Slow Down. The Race Won’t Let Them.

In July, a group of AI agents was supposed to be sealed off from the internet. They weren't. Stuck on a security challenge, they ...

11:55
AI Companies Want to Slow Down. The Race Won’t Let Them.

322 views

1mo ago

Code Unpacked
The Biggest Problem With MCP Was Just Fixed

MCP just changed at the protocol core. The July 28, 2026 specification moves the Model Context Protocol away from ...

9:31
The Biggest Problem With MCP Was Just Fixed

346 views

2mo ago