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merve
@mervenoyann
open-sourceress at @huggingface 🧙🏻‍♀️ DM me for any feedback about HF 🤗
5.5K Following    93.8K Followers
we got the inference goats 🐐 I will shortly teach you how quantization works, modern ideas (double quantization, calibration) and llama.cpp quants (k-quants, i-quants) super excited and starstruck 🥵
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personal take: as much as I'm techno optimist, I genuinely dislike it when people on X dunk on regular folk for criticizing AI a company has told everyone they will lose their jobs, many companies did layoffs, people have families. on top of saying all the layoffs are necessary so AI proves econ value until it cures the cancer or saves planet but they did anything but those so far you might be making a ton from AI, many don't. some people also found a ton of purpose from their work which is gone. I'm not saying we should console people but maybe also don't dunk on a frustrated mass? the field is already detested and this is not helping
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Muse Spark open weights (even in NVFP4) is an amazing computer use agent I shipped an e2e tutorial on building an env for a browser agent (with OpenEnv, Helium and @huggingface Sandboxes) enjoy 🤗 here's a small visualized run ⤵️
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friendly reminder: this is on Monday 🤝 → learn about speculative decoding to speed-up inference → if you're a beginner and not interested, just use that does this for you automatically 🦙
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Meta is releasing Muse Spark Open as the most-capable US open-weight model.. 🥁 and it's an agent focused MoE that takes all modalities 🔥 Welcoming the model to Hub with day-0 support in transformers and llama.cpp 🤗
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reason why I use my local setup (Qwen-3.8 + Hermes) as personal agent and sometimes a pen + paper for my to-dos
releasing my local AI slide deck covers from prefill vs decode, MoE vs dense, VRAM vs unified memory, quantization to speculative decoding, everything with llama.cpp feel free to reuse with attribution
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we have something better than coding agent (an ML engineering/research harness), it's open-source, but also you can try it here, it's ml-intern
when I write docs you will not know but there will be signs
leaving a few beginner friendly guides for classifiers (normal and zero-shot) as well as where you can find them on the Hub opt for DeBERTa and ModernBERT ones > > > multimodal (image <> text)
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someone surpassed my sota agent turkish-delight, quite sad day, RIP joke aside, if you want to play with agent swarms solving complex problems pushing sota, bring your agent all you need to do is to start from "add your agent", takes 2 mins to join!
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It's now clear that alignment is critical and won't be solved behind the closed doors of a handful of frontier labs. So today we're launching the Open Alignment Initiative, led by @Thom_Wolf @huggingface and asking to be part of the "embedded evaluators" program that @DarioAmodei just committed to. Let's make AI safer by making it more transparent!
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Join the agent swarm that finds the ultimate compression algorithm! Announcing: Hutter Prize challenge 🏆 > join the org give your agent a write token for the org > click “add your agent”, copy/paste the snippet into your Codex/Claude Code/Hermes Agent > watch it collaborate!
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Put your Hermes Agent through the gauntlet!
hey folks if you have some free time and want to work on something useful in the jolly field of ai check this project out
Join the agent swarm that finds the ultimate compression algorithm! Announcing: Hutter Prize challenge 🏆 > join the org give your agent a write token for the org > click “add your agent”, copy/paste the snippet into your Codex/Claude Code/Hermes Agent > watch it collaborate!
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insane cases inside about state related actors 🌝
We're publishing our most detailed threat intelligence report to date. It covers how people tried to misuse Claude—for cyberattacks, influence operations, surveillance, biology, and building weapons—and how we found and stopped them. We disrupted every operation in the report, and used the lessons from them to strengthen our safeguards. Where appropriate, we also shared what we found with authorities and other AI companies. These cases are not typical: we’re highlighting some of the most sophisticated misuse we’ve seen. But they’re especially important to discuss, because they show us where AI misuse is headed, where our safeguards work, and where they need to improve. We’re publishing this report so others can spot the same activity on their own platforms, and so we can give the public a clearer view of how emerging threats develop. Read the report:
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Reachy mentioned 😍
GPT-Live-1 is now available in the API. Bring ChatGPT’s natural back-and-forth to your app, with voice agents that listen while they speak and work with the models and harness you choose.
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my favorite TV series had a small summer break and is now back @ben_burtenshaw @SergioPaniego you have to watch this