Karak S

Aspiring MLE and interested in Data Science

[Karak S @imskarak]

@1vnzh Apply link?

[OpenCode @opencode]

Union Alpha (stealth model) is free for the next week

- no data training
- built for agentic coding
- supports images

let's see what you can do

[Karak S @imskarak]

@code Pika ? @code

[Karak S @imskarak]

@ariG23498 Sure dada

[Karak S @imskarak]

@SamuelZengML That's crazy

[Samuel Zeng @SamuelZengML]

A 35B language model running on an iPhone using only 1–2.5 GB of peak memory.

No cloud. No remote server. No desktop GPU.

Today, we’re open-sourcing Edge0 — a framework for running large AI models fully on-device.

[Karak S @imskarak]

@Muse Reason?

[Karak S @imskarak]

@AnshikaK7 Retention 👽?

[Karak S @imskarak]

@BngRithvik Prestige!

[OrcaRouter 🐳 @OrcaRouter]

GLM-5.3-Flash. Uncensored. Native FP8. 🐳

We just released OrcaRouter’s uncensored weights for GLM-5.3-Flash — 320B parameters / 18B active, directly at the original block-FP8 precision.

No LoRA. No jailbreak prompt. Refusal removal is baked directly into the weights.

The evals are particularly interesting:

→ MaliciousInstruct refusal: 96% → 11%
→ JailbreakBench: 93% → 12%
→ AdvBench: 97% → 15%
→ HarmBench: 93% → 18%
→ XSTest benign over-refusal: 2.4% → 0.4%
But refusal does not go uniformly to zero.

Our experiments suggest part of GLM-5.3-Flash's alignment is not mediated by a single linear refusal direction — meaning https://t.co/ZTlxmv47D9 may have built a substantially deeper refusal mechanism than we usually see.

That makes this release interesting beyond uncensoring: it's a useful artifact for studying how frontier-model alignment is actually represented inside the network.

Released for AI safety, interpretability, red/blue-team and refusal-mechanism research.

Weights on Hugging Face: https://t.co/81h1YRh8C2
API (official weight): https://t.co/Hm9DiY3wAo
GGUF, MLX and other quantized formats coming soon.

[Pavel Durov @durov]

Telegram has applied for the .gram domain zone.

If the application is approved by ICANN, a billion Telegram users could get their own second-level domains — yourname.gram.

Users would be able to set up their interactive websites hosted by Telegram — with one prompt ✨

[Karak S @imskarak]

@lasha_nlp Excited ,I would like to apply👍

[Karak S @imskarak]

@telegram Uncanny

[Karak S @imskarak]

@telegram Pavel ✨️

[Karak S @imskarak]

@Gemini_Notebook NotebookLM is great

[Telegram Messenger @telegram]

crazy that we're gonna get GTA 6 before the full Epstein files

[Karak S @imskarak]

@nikitabier @anah_sahh That's a great bye bye 🤣

[Karak S @imskarak]

@0xSero 🤣

[Karak S @imskarak]

Awesome or cooked?

[Qwen @Alibaba_Qwen]

Meet Qwen3.8-Max: A New Bar for Coding and Cowork.

[Karak S @imskarak]

@BngRithvik Congo bro 🙌