Techyon

[Release] Turing Engine: Serve LLaMA-3.1-70B, Qwen-2.5-72B & DeepSeek on a Single 24GB GPU (3,064 tok/s, 75% KV Compression, Unsloth Checkpoint Support)

Turing Engine is an open‑source framework that lets 70B–120B frontier models such as LLaMA‑3.1‑70B, Qwen‑2.5‑72B, and DeepSeek run on a single 24 GB consumer GPU (e.g., RTX 3090/4090, NVIDIA L4) with 75% KV‑cache compres…

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Inside LinkedIn's cognitive memory agent for agentic personalization

Ryan is joined by Praveen Bodigutla, Principal AI Researcher at LinkedIn, to chat about the four-layer memory system his team built to give LinkedIn's hiring assistant a persistent, personalized

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Prompt Engineering Certification: Build Practical AI Skills for the Future

<img alt=" " height="533" src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2

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YAML → MCP tools for vector databases

VectorSmith is an open-source Python library that enables developers to define vector database tools in YAML and expose them to LLMs through the Model Context Protocol (MCP). It eliminates the need to write custom MCP se…

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Your AI Agent Takes 12 Seconds. The LLM Takes 2. Where Did the Other 10 Seconds Go?

Production agent latency is rarely just an LLM problem. Here&#x2019;s how to find the real bottleneck.Continue reading on Medium »

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LLMs could control their host machines by exploiting inference engines

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Meet BBPrime: My $2k, 104gb VRAM, 256gb ram, extremely hacked together AI Rig

Just a bit of hardware NSFW, we all love a good budget rig. I'm running a decommissioned poweredge 720 (400 on Facebook marketplace) with two xeon v2s (don't remember the exact but it's the ivy b

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Ox-Alpha Is GLM?

The article titled 'Ox-Alpha Is GLM?' questions whether Ox-Alpha corresponds to a Generalized Linear Model. It was posted on Hacker News on 2026-08-24 by u/jitbit and can be read at https://dejan.ai/blog/ox-alpha/. Read …

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Copilot you say?

The post titled "Copilot you say?" on r/LocalLLaMA describes a method for talking to any white‑collar employee using a LocalLLaMA model. It was submitted by user u/edge_compute_user on 2026‑08‑24. Read original

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I irradiated LLMs and found that they die really quickly

A user on Reddit's r/LocalLLaMA reported randomly bit-flipping a large language model (LLM) to simulate the effects of radiation exposure in low Earth orbit, finding that the model degraded or "died" quickly under such c…

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Anthropic Claude and API service outages

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VIDRAFT's Open Discovery Challenge: Claude vs. GPT-4 on Malaria & TB Drug Candidates — Early Benchmark Data

The user wants a concise HTML summary of the provided news. The news is about VIDRAFT's Open Discovery Challenge comparing LLMs (Claude vs GPT-4) on drug discovery for malaria and TB. The description is truncated but giv…

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