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177 results

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

14,178 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

574 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

2,098 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

11,097 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

110 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

7 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

The PrimeTime
WTF is a Distillation Attack?

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

12:52
WTF is a Distillation Attack?

3,469 views

20 min 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

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
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

110 views

2w ago

Code Unpacked
An AI Agreed to Sell a Chevy Tahoe for $1

A car dealer put a ChatGPT-powered chatbot on its website. Someone typed one instruction, and it agreed to sell a brand new ...

3:57
An AI Agreed to Sell a Chevy Tahoe for $1

8 views

8d 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
DeepSeek Just Shrunk the KV Cache 437×

DeepSeek just took one of the most expensive parts of long-context AI inference and made it 437 times smaller. Not the model.

9:35
DeepSeek Just Shrunk the KV Cache 437×

1,745 views

1mo ago

Code Unpacked
The Cache Layer That Makes AI Agents 10x Faster?

A coding agent can send 115000 tokens to a model and have almost nothing new to say. In a dataset of 739 anonymized Claude ...

12:44
The Cache Layer That Makes AI Agents 10x Faster?

24,897 views

1mo ago

Code Unpacked
Claude Fable 5.1 Just Made Max-Level Performance Half the Price

Claude Fable 5.1 did not get cheaper in the normal way. Its base API price is still $10 per million input tokens and $50 per million ...

10:06
Claude Fable 5.1 Just Made Max-Level Performance Half the Price

267 views

1mo ago

CodeUnpacked
🎯 Java Tutorial #1 | OOP Kya Hai? Complete Beginner Guide

way. Topics Covered: ✓ What is OOP? ✓ Why do we use OOP? ✓ OOP as a Programming Approach ✓ Real-Life Recipe Book ...

1:09
🎯 Java Tutorial #1 | OOP Kya Hai? Complete Beginner Guide

40 views

4mo ago

Code Unpacked
A Lawyer Trusted ChatGPT. It Cost Him $5,000.

A lawyer asked ChatGPT for court cases. It gave him six. None of them existed, and when he asked if they were real, it said yes.

4:37
A Lawyer Trusted ChatGPT. It Cost Him $5,000.

158 views

9d ago

The Stack
ColGrep-Agent: The Best Claude Code Plugin in a Long Time

ColGrep-Agent: the free Claude Code plugin that cuts API tokens by up to 46% on large repos by searching code locally instead ...

11:49
ColGrep-Agent: The Best Claude Code Plugin in a Long Time

836 views

2d ago