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minor speed bump for MTP with Qwen3.6-27B-MTP Q6_K_XL
I’m on Macbook M5 Max with 128GB RAM Running a test in openwebui using llama-server (llama.cpp): unsloth/Qwen3.6-27B-UD-Q6_K_XL.gguf (non…
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I built a local GUI for the TradingAgents framework, works with Ollama
https://preview.redd.it/i90oxxk7n03h1.png?width=1898&format=png&auto=webp&s=7d219c804fda7dfe122b84fcdb6d0d6883818c68 A while back I came across TradingAgents, a really cool multi-agent LLM stock analysis framework where like…
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How are you all handling agents and sub agents?
Currently got it setup in Librechat to use DeepSeek v4 pro via OpenRouter to be the master planner,…
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What if the government (excluding the Department of War) started using AI for productivity?
“`html A Reddit user proposed the idea of the British government (excluding the Department of War) exploring AI…
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llampart 1.0.0 – I released a standalone local web UI for llama-server with translations, extended settings and a polished conversation sidebar
– **What Happened:** The author, @mchowy-troll, has released the first public version of `llampart 1.0.0`, a standalone local…
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Blindly renting massive GPUs and feeling like a real AI engineer
“`html Most newcomers to AI training have the mistaken belief that having access to large GPUs is what…
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Where should durable memory live in a multi-agent setup? A small research scaffold
Where should durable memory live in a multi-agent setup? I encountered a recurring issue while running long-term projects…
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LLM Guard scored 0/8 on a USENIX 2025 multi-turn jailbreak. Here’s what caught it instead.
**What Happened:** LLM Guard scored 0 out of 8 on a multi-turn jailbreak called Crescendo, designed to evade…
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It’s OK to quantize the KV cache. Model quant matters more. Some Qwen3.6 27B tests with (approximated) KLD
It’s OK to quantize the KV cache. Model quant matters more. Some Qwen3.6 27B tests with (approximated) KLD…
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llama.cpp server have built-in native tools (exec_shell, edit_file, etc.)
“`html A British AI publication, Reddit user srigi, discovered that the llama.cpp server now supports a set of…