Скачать или смотреть GLM-4.7 218B Cerebras REAP – Local Quantization Testing (1-bit, 3-bit & 4-bit)

Timestamps:

00:00 - Intro
01:35 - First Look
03:11 - REAP Technical Look
05:58 - Q1 Quant Testing
07:16 - Q3 Quant Testing
09:19 - Q1 Quant Reasoning Analysis
10:47 - Q3 Quant Browser OS
11:58 - Q1 Quant Browser OS Reasoning Analysis
12:57 - Q1 Quant Steve Jobs Comments
14:07 - Q3 Quant PC Repair Website Test
14:46 - Q8 Quant Browser OS Test
16:50 - Q8 Quant Browser OS Result
18:00 - GLM-4.7 Browser OS Comparison
18:19 - Q8 Python FPS Test
19:00 - Closing Thoughts

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In this video, we take a technical look at GLM-4.7 (218B) using Cerebras’ REAP quantization method, running locally at extremely low precision levels. The focus of this test is to evaluate how REAP performs at 1-bit, 3-bit, and 4-bit quantization, and what tradeoffs emerge between efficiency and real-world usability.

We begin with an overview of the REAP approach, then move into hands-on testing across reasoning analysis, browser-based OS workflows, website generation, and Python game simulation. Throughout the video, we compare results across quantization levels to see where aggressive compression still holds up and where capability begins to degrade.