Videos
| Thumb | Title | Channel | Status | Published |
|---|---|---|---|---|
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Is 24GB Enough for Local Al?
The practical ceiling for local LLM speed on a 24 GB machine is around 17 tokens per second, set by memory bandwidth... |
Cloud Codes | summarized | 2026-11-05 12:30 |
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Is a Faster Model Actually Faster? Test the Whole Job — Morgan Suo, MiniMax
M3.1 Flash, MiniMax's latest LLM, uses sparse attention, a 4-bit KV cache, and speculative decoding to cut inference... |
AI Engineer | summarized | 2026-10-21 07:00 |
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AI on iPhone Offline #shorts
Open BMB claims its 35B parameter Mini CPM V 4.7 runs on an iPhone in 3 GB of memory, but the actual iOS app... |
Cloud Codes | summarized | 2026-10-17 09:42 |
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Update llama.cpp? Sampled MTP Drafts Gain 4 to 9 Percent, Not 14 #shorts
Llama.cpp's MTP sampled drafts deliver 4-9% throughput gains on average, not the 14% claimed elsewhere. The PR uses... |
Cloud Codes | summarized | 2026-10-14 09:04 |
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Is Speculative Decoding Worth It? Profiling vLLM on NVIDIA Blackwell — Akamai
Speculative decoding can speed up LLM inference by 1.6x on structured tasks like code or JSON generation, but offers... |
AI Engineer | summarized | 2026-10-06 22:30 |
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What Is an Inference Engine, Anyway? — Charles Frye, Modal
Inference engines are architecturally split into a host-side scheduler (the bottleneck) and GPU-side model runners,... |
AI Engineer | summarized | 2026-10-06 00:00 |
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What's New in Inference Engineering — Philip Kiely, Baseten
Turboquant, which uses polar coordinates to quantize the KV cache to four bits, has a fatal flaw for data center... |
AI Engineer | summarized | 2026-09-19 17:00 |
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China Just Open-Sourced 6 Ways to Speed Up AI Inference (Tencent AngelSpec)
Tencent's AngelSpec is a training framework for speculative decoding that lets you compare six drafting... |
Cloud Codes | summarized | 2026-08-30 19:30 |
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Speculative Decoding: The ONLY Video You Need to Speed Up Inference
Speculative decoding is a lossless inference acceleration technique that uses a small draft model to propose... |
Cloud Codes | summarized | 2026-08-26 19:30 |
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1,000 Tokens/Sec on One RTX 3090 (Here's the Config)
A configuration of nine software changes on an RTX 3090 achieves 1,000 tokens/sec for 64 concurrent users by... |
Cloud Codes | summarized | 2026-08-25 17:00 |
Frontier News · by Hyperjump Technology