Minato-ku, Tokyo
Joined August 2009
CHOI Yunbum retweeted
me stepping down. bye my beloved qwen.
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CHOI Yunbum retweeted
Alibaba has released an open source framework that's like a mix of OpenClaw + Claude Cowork ๐Ÿคฏ โ€ข Long-term memory โ€ข Runs locally with Ollama โ€ข Works with free models like Qwen 3.5 โ€ข Self-hosting, skills, and more Link: github.com/agentscope-ai/CoPโ€ฆ
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CHOI Yunbum retweeted
Qwen3-TTS now on MLX-Audio ๐Ÿš€ > uv pip install -U mlx-audio --prerelease=allow
Qwen3-TTS is officially live. Weโ€™ve open-sourced the full familyโ€”VoiceDesign, CustomVoice, and Baseโ€”bringing high quality to the open community. - 5 models (0.6B & 1.8B) - Free-form voice design & cloning - Support for 10 languages - SOTA 12Hz tokenizer for high compression - Full fine-tuning support - SOTA performance We believe this is arguably the most disruptive release in open-source TTS yet. Go ahead, break it and build something cool. ๐Ÿš€ Everything is out nowโ€”weights, code, and paper. Enjoy. ๐Ÿงต Github: github.com/QwenLM/Qwen3-TTS Hugging Face: huggingface.co/collections/Qโ€ฆ ModelScope: modelscope.cn/collections/Qwโ€ฆ Blog: qwen.ai/blog?id=qwen3tts-011โ€ฆ Paper: github.com/QwenLM/Qwen3-TTS/โ€ฆ Hugging Face Demo: huggingface.co/spaces/Qwen/Qโ€ฆ ModelScope Demo: modelscope.cn/studios/Qwen/Qโ€ฆ API: alibabacloud.com/help/en/modโ€ฆ
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CHOI Yunbum retweeted
๐Ÿ“™ ๋”ฅ ๋Ÿฌ๋‹ ํŒŒ์ดํ† ์น˜ ๊ต๊ณผ์„œ - ์ž…๋ฌธ๋ถ€ํ„ฐ LLM ํŒŒ์ธํŠœ๋‹๊นŒ์ง€ wikidocs.net/book/2788 AI๋ฅผ ์•„์˜ˆ ๋ชจ๋ฅด๋Š” ์ž…๋ฌธ์ž๋ผ๋„ ํŒŒ์ด์ฌ๋งŒ ์กฐ๊ธˆ ํ•  ์ค„ ์•ˆ๋‹ค๋ฉด ์‹œ์ž‘ํ•  ์ˆ˜ ์žˆ๋Š” ์•„์ฃผ ์นœ์ ˆํ•œ ๊ฐ€์ด๋“œ๋„ค์š”. ์ด์ „์—๋„ ์ž์—ฐ์–ด ์ฒ˜๋ฆฌ์— ๋Œ€ํ•œ ๋‚ด์šฉ์„ ๊ณต์œ ๋“œ๋ ธ๋Š”๋ฐ, ํŠธ๋ Œ๋“œ๋Š” ํŒŒ์ดํ† ์น˜๊ฐ€ ๋” ๋งŽ์ด ์‚ฌ์šฉ๋˜๊ณ  ์žˆ๊ธฐ ๋•Œ๋ฌธ์— ๊ทธ๋ฅผ ๊ธฐ๋ฐ˜์œผ๋กœ ํ•œ ์ด ๋„์„œ๋ฅผ ์ฐธ๊ณ ํ•˜์…”๋„ ์ข‹์„ ๊ฒƒ ๊ฐ™์•„์š”. "๋”ฅ ๋Ÿฌ๋‹ ํ”„๋ ˆ์ž„์›Œํฌ PyTorch์™€ ํ—ˆ๊น…ํŽ˜์ด์Šค์˜ Transformers๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ๋”ฅ ๋Ÿฌ๋‹๊ณผ LLM์— ์ž…๋ฌธํ•˜๋Š” ๊ฒƒ์„ ๋ชฉํ‘œ๋กœ ํ•ฉ๋‹ˆ๋‹ค." ์•ฝ 1,200 ํŽ˜์ด์ง€ ๋ถ„๋Ÿ‰์— ๋‹ฌํ•˜๋Š” ๋ฐฉ๋Œ€ํ•œ ๋‚ด์šฉ์„ ๋‹ด๊ณ  ์žˆ์œผ๋ฉฐ, AI ์Œฉ์ดˆ๋ณด๋ถ€ํ„ฐ ์‹ค์ „ ํŒŒ์ธํŠœ๋‹์„ ์›ํ•˜๋Š” ๋ถ„๋“ค๊นŒ์ง€ ๋ชจ๋‘๋ฅผ ์•„์šฐ๋ฅด๋„ค์š”! ๊ฐ์‚ฌํ•˜๊ฒŒ๋„ ๋ฌด๋ฃŒ! ์ „์ฒด ๋‚ด์šฉ์˜ 90%๊ฐ€ ๋ฌด๋ฃŒ๋กœ ๊ณต๊ฐœ๋˜์–ด ์žˆ์–ด, ๋ฌด๋ฃŒ ํŒŒํŠธ๋งŒ์œผ๋กœ๋„ ๋”ฅ ๋Ÿฌ๋‹ ์ค‘๊ธ‰์ž ์ˆ˜์ค€๊นŒ์ง€ ํ•™์Šต์ด ๊ฐ€๋Šฅํ•˜๋‹ค๊ณ  ํ•ด์š”. LLM ํŒŒ์ธํŠœ๋‹๊ณผ ๋ฉ€ํ‹ฐ๋ชจ๋‹ฌ VLM ํŒŒ์ธํŠœ๋‹ ๊ฐ™์€ ์‹ฌํ™” ๋‚ด์šฉ์€ ์œ ๋ฃŒ E-book์„ ํ†ตํ•ด ํ™•์ธ ๊ฐ€๋Šฅํ•˜์ง€๋งŒ, ๊ณต๊ฐœ๋œ ๋‚ด์šฉ๋งŒ์œผ๋กœ๋„ ์ถฉ๋ถ„ํžˆ ๊ฐ•๋ ฅํ•ฉ๋‹ˆ๋‹ค. ์ปค๋ฆฌํ˜๋Ÿผ์„ ๋ณด์‹œ๋ฉด.. - ํŒŒ์ดํ† ์น˜ ๊ธฐ์ดˆ, ์ธ๊ณต ์‹ ๊ฒฝ๋ง, NLP ๊ธฐ์ดˆ - CNN, RNN, Transformer - BERT, GPT, T5 ๋“ฑ ์ฃผ์š” ๋ชจ๋ธ ์ด๋ก ๊ณผ ์‹ค์Šต - RAG, LLM ํŒŒ์ธํŠœ๋‹ ๊ธฐ์ดˆ (๊ณต๊ฐœ๋œ RAG ํŒŒํŠธ ํฌํ•จ) ์ด๋Ÿฐ ๋‚ด์šฉ์œผ๋กœ ๊ฝ‰ ์ฐจ ์žˆ์–ด์š”. LLM ๊ณต๋ถ€ ์ˆœ์„œ์— ๋Œ€ํ•ด ๊ณ ๋ฏผ์ด์‹  ๋ถ„๋“ค์—๊ฒŒ ๋ช…์พŒํ•œ ๋กœ๋“œ๋งต์ด ๋˜์–ด์ค„ ๊ฒƒ์ž…๋‹ˆ๋‹ค. "AI ์•„์˜ˆ ๋ชจ๋ฅด๋Š” ์ž…๋ฌธ์ž๋„ ๊ณต๋ถ€ ๊ฐ€๋Šฅํ•œ ์ž…๋ฌธ์„œ์ž…๋‹ˆ๋‹ค. ์‹ค๋ฌด์ ์œผ๋กœ๋Š” BERT, T5์˜ ํƒœ์Šคํฌ ๋ณ„ ํŒŒ์ธ ํŠœ๋‹ ์ดํ›„ LLM ํŒŒ์ธ ํŠœ๋‹์„ ํ•ด๋ณด์‹œ๋ฉด ๊ทธ๋ž˜๋„ ์ „์ฒด์ ์ธ LM์— ๋Œ€ํ•œ ํ๋ฆ„์„ ์ดํ•ดํ•  ์ˆ˜ ์žˆ์„ ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค." - ์ €์ž์˜ Q&A ์ค‘ ์ž…๋ฌธ๋ถ€ํ„ฐ ์ œ๋ฒ• ๊นŠ์€ ๋‚ด์šฉ๊นŒ์ง€ ๋‹ด๊ณ  ์žˆ์œผ๋‹ˆ ๋„์›€์ด ๋˜์‹ค ๋“ฏ ์‹ถ๋„ค์š”! ์ €์ž๋ถ„๋“ค์—๊ฒŒ๋„ ๋Š˜ ๊ฐ์‚ฌ๋“œ๋ฆฝ๋‹ˆ๋‹ค.
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็™บๆณก้…’ใ€Œ้‡‘้บฆใ€ใŒไปŠๅนดใ‹ใ‚‰ใ€Œใƒ“ใƒผใƒซใ€ใซ๏ผŸ ใƒ“ใƒผใƒซๆ‰ฑใ„ใซใชใ‚‹ใจไฝ•ใŒๅค‰ใ‚ใ‚‹ใฎใงใ—ใ‚‡ใ†ใ‹๏ผŸ ๆ ผไธŠใ’ใ•ใ‚Œใ‚‹่ƒŒๆ™ฏใ‚’่งฃ่ชฌ gunosy.com/articles/tg5PL?s=โ€ฆ
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CHOI Yunbum retweeted
LLM inference without internet using Google's LiteRT no ollama or lmstudio just loading and running the AI model in the browser ai.google.dev/edge/litert
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CHOI Yunbum retweeted
Today I launched the People's Post Generator: a free AI Skill for writing posts you're proud of using Claude Cowork/Code/Web, Cursor, ChatGPT, or Gemini. Weโ€™re in an AI-hype-industrial complex: Most AI content induces fear and FOMO. Influencers and algorithms symbiotically profit from keeping us impressed and confused. And my feed is clogged with cringe. The solution is for *real operators* to share how theyโ€™re really using AI at work. Except operators donโ€™t have time, so Iโ€™m freely sharing the AI Skill I use to write my social posts. ๐Ÿงฐ How I built this Iโ€™ve been growing a little folder of text files to help me write my social posts. It helps me take a messy idea (Slack screenshot, Whatsapp chat export, Granola transcript, or just speech-to-text rant) and sculpt it into a post Iโ€™m proud of. I feel proud of posts that are personal and practical. My process goes like this: 1. Get excited about something I experienced, and make a screen recording (e.g. Loom, Screen Studio, Cap, etc.) 2. Copy the transcript into AI chat (Cursor in my case) and tag the @peoples-post-generator folder (for Claude products, just say "help me write a post...") 3. AI then asks me one question at a time to get more context out of me, deciding together on the focus, and drafting the post. 4. I share back my drafts, and AI holds me accountable to my own bar for publishing. These text files grew through use, not Prompt Engineeringโ„ข๏ธ. Each time AI flubbed, I added a line of instruction. If I came across an example I liked, Iโ€™d copy-paste it in. Slowly, it became useful to me. When friends mentioned social posts, I'd zip the folder and send it over. After the seventh time, I decided to share it with the world. ๐ŸŒฑ How to get started โ€œThe Peopleโ€™s Post Generatorโ€ is an AI Skill (i.e. a folder of text files that an LLM can pull into conversation when relevant). You can use it in Claude Code/Cowork, Cursor, Claude Web, Gemini, and ChatGPT. Download it free from Github: github.com/talsraviv/peoplesโ€ฆ Short video tutorials: talraviv.co/p/dismantle-the-โ€ฆ
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CHOI Yunbum retweeted
Google really changed the game... Antigravity is just insane. But most people don't know how to use it In these 33 mins, you'll learn everything you need to know about Antigravity
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CHOI Yunbum retweeted
Stop asking AI to "draw a diagram." The text usually comes out messy and unreadable. Use this specific prompt framework for perfect Sketchnotes:
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CHOI Yunbum retweeted
BREAKING: I stopped wasting hours creating handwriting notes. AI now creates realistic handwritten notes in seconds that look 100% authentic. Here's how it works๐Ÿ‘‡
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Anthropic literally released a full 2-hour course to learn Claude Code. Completely for free! Context management, custom automations, MCP servers, GitHub workflows, and much more โœจ If you want to improve your vibe coding skills, you should start here.
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๐Ÿ€2026๋…„ ์‚ฌ์—…์ž์—†์ด ๋„์ „ํ•ด๋ณผ๋งŒํ•œ ๋ถ€์ˆ˜์ž… ํƒ€๋ž˜ ์ œ๊ฐ€ ์ง€๊ธˆ๊นŒ์ง€ ํ•ด ๋ณธ ๋ถ€์—…/๋ถ€์ˆ˜์ž… ์œ„์ฃผ๋กœ ๋ช‡๊ฐœ๋งŒ ์†Œ๊ฐœํ•˜๊ฒ ์Šต๋‹ˆ๋‹น ์‚ฌ์—…์ž๋“ฑ๋ก ์—†์ด๋„ ์†Œ์†Œํ•˜๊ฒŒ ํ•  ์ˆ˜ ์žˆ๋Š”๊ฒƒ๋งŒ ๊ฐ„๋‹จํžˆ ์†Œ๊ฐœํ• ๊ฑด๋ฐ, ํ˜น์‹œ ๋‹ค๋ฅธ ๋ถ€์ˆ˜์ž… ์žˆ๋‹ค๋ฉด ์ธ์šฉ์œผ๋กœ ์†Œ๊ฐœํ•ด์ฃผ์‹ฌ ๋„ˆ๋ฌด ๊ฐ์‚ฌ๋“œ๋ฆฝ๋‹ˆ๋‹คโค๏ธ ๐Ÿ”ป์‹œ์ž‘ํ•ฉ๋‹ˆ๋‹น
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CHOI Yunbum retweeted
Colored Pencil illustration ๐Ÿคฏ On Gemini Nano Banana 3.0 Prompt: { "design_system": { "metadata": { "style_name": "Cozy Storybook Illustration", "target_audience": "Children / Family", "reference_source": "Uploaded Image", "version": "3.0" }, "visual_parameters": { "medium": { "primary": "Colored Pencil", "secondary": "Watercolor Wash (Variation only)", "application": "Hand-drawn", "texture": { "type": "Visible pencil strokes", "quality": "Slightly rough outlines", "finish": "Non-realistic / No photo texture" } }, "line_work": { "style": "Clean line art", "weight": "Slightly rough/organic", "clarity": "High" }, "color_theory": { "base_tone": "Warm and friendly", "palette_type": "Vibrant Pastel", "adjustments": { "brightness": "Increased / High-key", "saturation": "Enhanced but natural", "contrast": "Soft" } }, "lighting_and_shading": { "shadows": "Minimal", "highlights": "Soft", "rendering": "Flat yet detailed", "gradients": "Subtle watercolor layers (Variation only)" } }, "subject_geometry": { "anatomy": { "proportions": "Semi-cartoon realistic", "scale": "Storybook style" }, "facial_features": { "eyes": "Dot style", "mouth": "Small smile", "complexity": "Simple / Minimalist" } }, "atmosphere": { "mood": [ "Cozy", "Cheerful", "Warm", "Friendly" ], "genre_tags": [ "Children's Book", "Lifestyle Sketch", "Storybook Illustration" ] } }, "generation_configs": { "negative_prompt_tokens": [ "realism", "photorealistic", "photo texture", "dark colors", "complex shading", "3d render" ], "prompt_variations": [ { "id": "PROMPT_001", "variant_name": "Textured Colored Pencil", "focus": "Texture and Stroke", "full_text": "Illustration style: hand-drawn colored pencil illustration, clean line art with slightly rough pencil outlines, soft pastel coloring with increased brightness, lighter and more vivid color tones, enhanced saturation while staying natural, visible pencil strokes and gentle shading texture, warm and friendly tone, semi-cartoon realistic proportions, simple facial features with dot eyes and small smiles, flat yet detailed coloring, minimal shadows, soft highlights, storybook illustration feel, cozy and cheerful atmosphere, vibrant yet soft color palette, children-book / lifestyle sketch style, high clarity, no realism, no photo texture" }, { "id": "PROMPT_002", "variant_name": "Mixed Media Watercolor", "focus": "Wash and Gradient", "full_text": "Hand-drawn colored pencil illustration with clean line art and slightly rough pencil outlines, combined with soft watercolor wash textures. Bright pastel colors, lighter and more vivid tones with natural saturation. Visible pencil strokes layered with subtle watercolor gradients. Warm and friendly tone, semi-cartoon realistic proportions. Simple facial features with dot eyes and small smiles. Flat yet detailed coloring, minimal shadows, soft highlights. Storybook illustration feel, cozy and cheerful atmosphere, children-book style, high clarity, no realism, no photo texture." } ] } }
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CHOI Yunbum retweeted
Here's my enormous round-up of everything we learned about LLMs in 2025 - the third in my annual series of reviews of the past twelve months simonwillison.net/2025/Dec/3โ€ฆ This year it's divided into 26 sections! This is the table of contents:
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Breaking: @SkyNews just deleted this video by their Amsterdam correspondent @AlicePorterTV posted to Twitter, without public explanation. I saved a copy. The video explains the truth about the Israeli football hooligans who went on a racist rampage in the city this week. Watch:
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CHOI Yunbum retweeted
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Energy News Highlights from Around the World (July 15, 2024) ๐ŸŒ๐Ÿ”‹
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ใ€Europe ๐Ÿ‡ช๐Ÿ‡บใ€‘ โถ ๐Ÿ‡ฎ๐Ÿ‡น Italy: Plans to bring back nuclear power after 35 years โ˜ข๏ธ๐Ÿ”Œ ย  ย โ€ข Aims for 11% nuclear electricity by 2050 ย  ย โ€ข Will introduce small modular reactors (SMRs)
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ใ€Global ๐ŸŒใ€‘ โถ IEA: Plan to stabilize LNG market through info sharing ๐Ÿ“Š๐Ÿ”„ ย  ย โ€ข IEA members use 40% of global LNG ย  ย โ€ข Aims to improve price predictions #EnergyNews #CleanEnergy #ClimateAction #Biofuels #OffshoreWind #Cybersecurity #NuclearPower #LNG
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