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What solutions are you using to boost TPS and Context Window?
“`html A Reddit user is seeking advice on how to boost their AI model’s throughput (TPS) and context…
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Drastically improve prompt processing speed for –n-cpu-moe partially offloaded models
“`html A Reddit user shared a method to significantly boost the processing speed of prompts for large language…
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Is using vLLM actually worth it if you aren’t serving the model to other people?
**What Happened:** A user on the r/LocalLLaMA subreddit asked a question about whether using vLLM (an open-source variant…
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The AI labs whose models are eroding democratic trust are the same labs now embedding themselves in government.
**Editorial Brief** The article highlights a concerning trend where AI companies, which have previously undermined public trust through…
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RTX 5060Ti 16GB or RTX 3080 20GB?
**Editorial Brief** The question of whether to upgrade from an RTX 5060Ti with 16GB VRAM to either a…
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Drastically improve prompt processing speed for –n-cpu-moe partially offloaded models
Drastically improve prompt processing speed for –n-cpu-moe partially offloaded models I was tuning gpt-oss-120b-F16.gguf with llama.cpp on a…
AI for Business
Business
The AI legal services industry is heating up, Anthropic is getting in on the action
AI Legal Services Industry Heating Up, Anthropic Joins the Race The AI legal services industry is rapidly expanding,…
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I realized ChatGPT has become a record of how I avoid thinking
**Content:** I recently exported my ChatGPT history and noticed an uncomfortable pattern. Instead of seeking to understand the…
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Drastically improve prompt processing speed for –n-cpu-moe partially offloaded models
Drastically improve prompt processing speed for –n-cpu-moe partially offloaded models I was tuning gpt-oss-120b-F16.gguf with llama.cpp on a…
AI News
Attention Drift: What Autoregressive Speculative Decoding Models Learn
“`html A new phenomenon called “attention drift” has been identified in speculative decoding models, where the drafter’s attention…