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@hanneshapke

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16.11.2024
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Latest posts by @hanneshapke

I'm a big fan of Nemotron models

Mostly because the API is free 😂

04.02.2026 18:09 👍 7 🔁 1 💬 0 📌 0
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PaperBanana

AI researchers often spend way too much time crafting diagrams and plots instead of focusing on the ideas. To rescue them from this burden, they built an Agentic Framework to auto-generate NeurIPS-quality paper illustrations!

04.02.2026 13:25 👍 23 🔁 6 💬 1 📌 2
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GitHub - agno-agi/dash: Self-learning data agent that grounds its answers in 6 layers of context. Inspired by OpenAI's in-house implementation. Self-learning data agent that grounds its answers in 6 layers of context. Inspired by OpenAI's in-house implementation. - agno-agi/dash

Dash

Inspired by OpenAI’s in-house data agent ( openai.com/index/inside... ), it is a self-learning data agent that grounds its answers in 6 layers of context and improves with every run.

github.com/agno-agi/dash

04.02.2026 05:16 👍 18 🔁 1 💬 0 📌 0
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Deploying Small Language Models (LFWS307) | Linux Foundation Education Prepare for MLOps and AI infrastructure roles by deploying small language models across laptop, server, edge, and browser environments.

🧠🆕 NEW: Deploying Small Language Models (LFWS307) — a live 3-day workshop with 10+ hrs of hands-on labs. Learn to deploy SLMs on laptops, servers, edge & browser. Build skills for real-world AI & ML platform roles.

Enroll: training.linuxfoundation.org/training/dep...

#SLMs #AIEngineering #MLOps

28.01.2026 19:02 👍 13 🔁 5 💬 2 📌 0
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Agentic AI is more than just a tool. LF executive director Jim Zemlin explains why smaller, specialized AI agents deliver better results, lower costs, and greater trust with open source.
🎥https://www.youtube.com/watch?v=vfNMZ2G8jPA&t=254s

#OpenSource #AI #AgenticAI #Innovation #ResponsibleAI

27.01.2026 19:59 👍 14 🔁 2 💬 0 📌 0
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BREAKING:

TIM WALZ: "If you see these ICE agents in your neighborhood, take out that phone and hit record."

"Help us create a database of the atrocities against Minnesotans, not just to establish a record for posterity, but to bank evidence for future prosecution."

15.01.2026 01:39 👍 16953 🔁 6057 💬 595 📌 303

A sentiment I very much share. I hope not to get disappointed by @anthropic.com

14.01.2026 18:46 👍 0 🔁 0 💬 0 📌 0

Llama a la Coalición de Derechos de los Inmigrantes de Portland (1-888-622-1510) si ves a ICE en su vecindario, y llama a mi oficina (503-231-2300) si un ser querido ha sido detenido.

Ahora más que nunca, debemos proteger a nuestros vecinos. Alza la voz.

12.01.2026 16:30 👍 20 🔁 7 💬 0 📌 1
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2026 is the Year of Self-hosting CLI agents like Claude Code make self-hosting dramatically easier and actually fun. This is the first time I would recommend it to normal software-literate people.

2026 is the Year of Self-hosting by Jordan Fulghum

CLI agents like Claude Code make self-hosting on a cheapo home server dramatically easier and actually fun.

fulghum.io/self-hosting

13.01.2026 01:09 👍 28 🔁 3 💬 2 📌 0

Please welcome Google's Open Source efforts to Blue Sky at @opensource.google!

07.01.2026 21:12 👍 248 🔁 38 💬 7 📌 4
someone saying, "You cannot afford to run an open source model on your own hardware" in response to me saying I advocate for open source AI

someone saying, "You cannot afford to run an open source model on your own hardware" in response to me saying I advocate for open source AI

The post they are replying to was written on an MacBook Pro I upgraded to 64 GB of RAM specifically to be able to run 70B models

You can run Qwen3-Coder-30B on 32GB or RAM, and it's surprisingly capable at most coding tasks, even

24.12.2025 03:52 👍 176 🔁 14 💬 12 📌 0

@maxnum.bsky.social macht Mut. Hoffnung, keine Angst!

21.12.2025 03:32 👍 0 🔁 0 💬 0 📌 0
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[YouTube] Mastering the JAX AI Stack
The Learning JAX video series is now live! 23 videos covering the entire JAX AI Stack to an intermediate/advanced level www.youtube.com/playlist?lis...

05.12.2025 22:43 👍 1 🔁 1 💬 0 📌 0

Humans really had the creative freedom to do anything and we chose racism and credit scores

07.09.2025 05:46 👍 18 🔁 2 💬 2 📌 0
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22.08.2025 23:46 👍 16678 🔁 4434 💬 282 📌 163
mkdir /tmp/aime25_openai
OPENAI_API_KEY=x \
  uv run --python 3.13 --with 'gpt-oss[eval]' \
  python -m gpt_oss.evals \
  --base-url http://localhost:1234/v1 \
  --eval aime25 \
  --sampler chat_completions \
  --model openai/gpt-oss-20b \
  --reasoning-effort low \
  --n-threads 2

mkdir /tmp/aime25_openai OPENAI_API_KEY=x \ uv run --python 3.13 --with 'gpt-oss[eval]' \ python -m gpt_oss.evals \ --base-url http://localhost:1234/v1 \ --eval aime25 \ --sampler chat_completions \ --model openai/gpt-oss-20b \ --reasoning-effort low \ --n-threads 2

TIL you can run an eval suite against OpenAI's gpt-oss-20b open weights model running in LM Studio with the following uv one-liner. Here's my full TIL: til.simonwillison.net/llms/gpt-oss...

17.08.2025 03:49 👍 74 🔁 4 💬 3 📌 1
Print featuring the upper half of a white woman in a dress with hair up facing forwards

Print featuring the upper half of a white woman in a dress with hair up facing forwards

Fanny Mendelssohn (1805-1847)
composed more than 460 works, which were published under her lauded composer brother, Felix Mendelssohn's name #WomensArt

15.08.2025 02:51 👍 2086 🔁 437 💬 0 📌 30

I remember trying to deploy Llama1. Amazing how the ecosystem has changed!

15.08.2025 06:21 👍 1 🔁 0 💬 0 📌 0
re:publica 25: MONITOR-Forum: Social Media regiert die Welt
re:publica 25: MONITOR-Forum: Social Media regiert die Welt YouTube video by re:publica

Der öffentlich-rechtliche Rundfunk als Plattform für eine diverse und lebendige Zivilgesellschaft. Mein Plädoyer auf dem Monitor-Forum der re:publica. Mit Annika Brockschmidt, Constanze Kurz und Nadia Zaboura.
youtube.com/watch?v=C2_L...

03.06.2025 09:39 👍 279 🔁 61 💬 5 📌 1
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Republica 25: Netzgemeinde in Sorge um Demokratie Republica 2025: Big Tech bedroht die Demokratie. Die Netzgemeinde diskutiert ernsthaft über digitalen Rassismus und sucht dringend nach Lösungen.

Ausführlicher Rückblick auf die @re-publica.com bei ‹Breitband› im Deutschlandfunk Kultur: «Digitaler Faschismus und was dagegen hilft»
#rp25
www.deutschlandfunkkultur.de/re-publica-2...

01.06.2025 14:08 👍 49 🔁 16 💬 3 📌 2
What's new in the Gemmaverse
What's new in the Gemmaverse YouTube video by Google for Developers

BIG news for Gemma this week. Gemma 3n, MedGemma, and more. Watch Omar Sanseviero and I to learn what's new

Watch the full session →

youtu.be/o7Bv4r08FBM?...

24.05.2025 12:57 👍 5 🔁 1 💬 0 📌 1
Introducing Claude
Establishing the model’s personality
Model safety
More points on style
Be cognizant of red flags
Is the knowledge cutoff date January or March?
election_info
Don’t be a sycophant!
Differences between Opus 4 and Sonnet 4
The missing prompts for tools
Thinking blocks
Search instructions
Seriously, don’t regurgitate copyrighted content
More on search, and research queries
Artifacts: the missing manual
Styles
This is all really great documentation

Introducing Claude Establishing the model’s personality Model safety More points on style Be cognizant of red flags Is the knowledge cutoff date January or March? election_info Don’t be a sycophant! Differences between Opus 4 and Sonnet 4 The missing prompts for tools Thinking blocks Search instructions Seriously, don’t regurgitate copyrighted content More on search, and research queries Artifacts: the missing manual Styles This is all really great documentation

I put together an annotated version of the new Claude 4 system prompt, covering both the prompt Anthropic published and the missing, leaked sections that describe its various tools

It's basically the secret missing manual for Claude 4, it's fascinating!

simonwillison.net/2025/May/25/...

25.05.2025 13:50 👍 50 🔁 4 💬 3 📌 0

Was your talk recorded?

25.05.2025 02:10 👍 0 🔁 0 💬 1 📌 0

Wait, we get pins for 5 year anniversaries?

Big congrats to your anniversary!

25.05.2025 02:10 👍 0 🔁 0 💬 1 📌 0

Today is a perfect math lesson: If you drop 10% and raise it by 10% again, you won't end up at the same value!

$100 * 90% = $90
$90 * 110% = $99

You see, $99 isn't $100.

Plain and simple. Don't get carried away by big gains!

09.04.2025 22:27 👍 0 🔁 0 💬 0 📌 0
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I needed to hear this. Maybe you do too.

“Fear has a way of being contagious… courage is also contagious.” — Kamala Harris

Man, I miss her.

04.04.2025 00:45 👍 31798 🔁 7545 💬 1006 📌 528
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Speculative Decoding with vLLM using Gemma – Hannes Improving LLM inferences with speculative decoding using Gemma

I am excited to share my blog post about speculative decoding using vLLM and Google's Gemma. Big thanks to the GDE program for the Colab credits!

www.hanneshapke.com/speculative-...

01.03.2025 17:21 👍 1 🔁 0 💬 0 📌 0
No Priors Ep. 80 | With Andrej Karpathy from OpenAI and Tesla
No Priors Ep. 80 | With Andrej Karpathy from OpenAI and Tesla YouTube video by No Priors: AI, Machine Learning, Tech, & Startups

Andrej discusses the evolution of self-driving cars, comparing Tesla's and Waymo’s approaches, and the challenges ahead. They also cover Tesla’s humanoid robot, the bottlenecks of AI development today, and how AI capabilities could be further integrated with human cognition. #AI #selfdriving #tesla

30.12.2024 15:06 👍 5 🔁 3 💬 0 📌 0