Context anyone?

Jamie H Context for anyone wondering 😭😭

Context for his laugh, in case anyone wanted to... see that:show more

I really remembered this line for this moment. Does... anyone even remember the context?show more

Does anyone know what this is? [context: 30 minutes... East of LA on plane]show more

no context gay Wait. There's a video?! Now it... makes me wonder if anyone ever recorded me doing the same!! 🤔😂show more

Size Matters. At least, in a geopolitical context. European... countries are small, but united they are a giant that can beat anyone else.show more

#MLBS6Spoilers FINALLY WE GOT CONTEXT OF THIS SCENE!! she... decided to remain professional and continue what she was doing. anyone who demonized her can all shut the fuck up.show more

We see a lot of intense footage, but this... is on another level. Does anyone have the full context or the aftermath of this encounter? This is insane😱😰show more

Before ANYONE comments - can we have this in... context please?! I’d like the 60 seconds before this…. 🙏 We don’t want another Manchester Airport ‘misunderstanding’ now do we lefties?…. #TommyRobinson 39 minute 📰 OFCOM FREE news 🗞️ @ 🎙️show more

This is wild. Flowith Agent Neo just completely changed... the AI Agent game. Anyone can now unlock infinite AI agents in the cloud, 1000+ reasoning steps with 10M token context, parallel AI agent teams working while you sleep 🤯 1. Solved Gaia Level 3 problemshow more

So for anyone without context,this is another character cubito... from Ro1er; C!Roi He's from another mc server named "Chafaland" so for a quick summary,he got crazy when a guy he liked rejected him and started acting insane even forming a cult 😭show more

we learned to use context clues in elementary school... but i can help break it down for you: -joy tells yeri to move back -joy puts her hand on yeri to move her back -joy looks behind to make sure yeri has enough space and doesn't bump into anyoneshow more

Ladies and gentlemen, I present to you the Chairman... of Reform UK… Watch these 3 clips. Nothing is out of context. This is what Dr David Bull believes. This is what Reform believes. Anyone who still thinks that this party is the answer to our problems really needs to wake up…show more

🇦🇲🇷🇺Prime Minister of #Armenia Nikol #Pashinyan has released another... video message, this time recorded in #Moscow with the main building of #Russia’s Federal Security Service (the former KGB of the USSR) in the background. The Russian song “Belye Rozy” (“White Roses”) is playing in the background. Anyone familiar with the Russian language, the political context, and the location can interpret this video accordingly.show more

🇮🇹 PM MELONI STARTS JUMPING AS CROWD CHANTS “IF... YOU’RE NOT JUMPING, YOU’RE A COMMUNIST” At a packed rally in Italy, PM Meloni joined the crowd in jumping to a football-style chant calling out anyone who stays still as a communist. Yes, that's the actual chant. And yes, the prime minister joined in. A leader who knows how to rally her base and speak their language. This is what leading with energy looks like. Source: Progresismo Out Of Contextshow more

The clip has been cut absolutely out of context.... The guy, Ayush sapra went to support it. He has made the whole video with empathy. Even in this clip, he is not mocking. He's a supporter. He did the whole video with due respect. Made the message reach to 2 million people. The hate that came out of this non contextual clip was unnecessary. You people just try to make supporters as your enemy. Anyone can check the whole video on his channel. The guy covered it with enough sensitivity and compassion. #ayushsaprashow more

you're paying $20/mo for something your $500 GPU can... already do. Gemma 4 26B A4B QAT MoE + Hermes Agent running on a single RTX 4060 (8GB VRAM). Built a vision capable, 100% free, 100% local, private AI assistant that lives in my Chrome browser. No API keys. No cloud. No subscriptions. 100% vibe coded. 0% handholding. It has full context of whatever's on my screen can answer questions, summarize pages, extract data, and see images. Same local model handles everything, no external calls, ever. keep reading for the model and hermes agent tips i learnt while building this locally. Here's the exact setup for anyone running local LLMs on 6-8 GB VRAM: llama.cpp server flags (on my NVIDIA RTX 4060 8gb VRAM): -m gemma-4-26B-A4B-it-qat-UD-Q4_K_XL.gguf --cache-type-k q8_0 --cache-type-v q8_0 -c 150000 --port 8080 Throughput with quantization: Prefill: 200-250 tokens/sec Decode: 20-25 tokens/sec reduce context if oom on 6 gb vram card. Key learnings: - Quantize KV cache to q8 for faster prefill/decode. Prefill goes from 100-150 (unquantized) to 200-250 tok/s (q8). - But watch out, once actual context grows past ~50k tokens on high entropy workloads, q8 KV quantization can cause hallucinations. Low entropy workloads are mostly unaffected. If you see it happening, drop the quantization. This is common across all local models. - In Hermes Agent settings -> Memory & Context, bump compression threshold from default 0.5 to 0.7. Default triggers way too frequent context compression and eats time. Up next: add persistent memory, web search, tool calling, streaming output and whatever you suggest. Running a 26B MoE with vision + 150k context window on 8GB VRAM would've sounded impossible 6 months ago. Works the same on the NVIDIA RTX 3060 Ti, 3070, 4060 Ti, 5060, 2080, or any 8GB card. VRAM is the only requirement. Local AI agents are closer than people think. You just need to know where the knobs are. Model's Unsloth quant hugging face link in the comments. Have you tried Hermes agent by Nous Research yet? What are you building with local LLMs? Drop it below, let's see what this community is shipping.show more

🚨BREAKING… another fake outrage cycle collapses the moment you... watch the FULL clip instead of a cropped narrative.🚨 The autoplay reel is obvious to anyone paying attention… yet the outrage machine instantly screamed “racism” without context because the accusation was already preloaded before the facts arrived. If you watched two seconds and ran with the lie… that tells us more about your bias than anything else. You didn’t want truth… you wanted confirmation of what you already decided to believe. Reality check… Democrats desperate to label the POTUS as racist keep falling for edited snippets because the narrative matters more to them than accuracy. They don’t analyze… they react. They don’t verify… they amplify. The truth is simple… if you were willing to believe the worst without checking the full video, then the deception worked exactly as designed. Manufactured outrage thrives on lazy viewing and emotional shortcuts. Watch the whole context… then decide. Anything less is willful ignorance. #SilentMajoritySpeaks #AStoneGrooveshow more