Shrinking-Violet Haven

[Rapid-MLX · local AI on your Mac @rapidmlx]

🚀 Rapid-MLX 0.14.2 is live—our biggest local-AI performance leap yet.

⚡️ The Speed Run:
• Qwen3.6 35B: +57% throughput (native MTP)
• GLM-5.3 Flash: +34% faster speculative decoding
• DeepSeek V4.1: 2x faster decoding, 28% less peak RAM
• Code edits: Up to 2x faster via context reuse

🏔 Spotlight: K2 Horizon 7B
We now support IFM's new 7B model from @mbzuai. It's a compact agentic powerhouse featuring a massive 512K context window and scoring a crushing 68.4% on SWE-bench Verified.
The best part? It runs at ~50 tok/s on an M4 Pro.

🤖 The Smarts:
• NEW: Experimental Local Agent Mode (MCP tools + approval gates)
• Zero-prefill web searches
• Auto-recovery for malformed tool calls

100% local on Apple Silicon.

👇 Download: https://t.co/RMVDzn2Agg

[Rapid-MLX · local AI on your Mac @rapidmlx]

🚀 Rapid-MLX v0.14.3 is live!

The star: Bonsai 2 Hadamard 27B. A multimodal 27B model packed into just ~8GB, blazing at 34 tok/s on an M4 Max. Full support across CLI, Server, and Desktop for vision, reasoning, and tool calling.

Try it: rapid-mlx serve bonsai2-27b-2bit

Huge shoutout to @Mieluoxxx (Morgan Woods) for the original Bonsai 2 loader contribution! 🙌

On top of that ⚡️ Multimodal conversations are now much faster:
• 54.8% lower 2nd-turn media TTFT
• 35.4% higher throughput
• seed, top_k, and min_p support added

Everything stays local on your Mac https://t.co/rmBN6TJoxj

[Oyindamola🙄 @dammiedammie35]

Dangote don buy market for Nigerians hand😭😂💔

[Shrinking-Violet Haven @HavenlyOne]

@pastorwf_kumuyi I loveeeeeeeeeee. 🤍

[Shrinking-Violet Haven @HavenlyOne]

@HarmlessHQ Trust Nigerians. 😂

[Shrinking-Violet Haven @HavenlyOne]

@Kasithedesigner Congratulations 🎉

[Shrinking-Violet Haven @HavenlyOne]

@blessingbr81200 Reminds me of that guy in Wednesday

[Shrinking-Violet Haven @HavenlyOne]

@NigeriaStories Tankio!!

[Shrinking-Violet Haven @HavenlyOne]

@LM_MessiRebirth AI

[Shrinking-Violet Haven @HavenlyOne]

@abdullahayofel If this is true, then it's beautiful. 💕

[Shrinking-Violet Haven @HavenlyOne]

@HarmlessHQ See pesin wey dem dey tag "Olodo"

Guy's actually pitching his tent and building a lot. It doesn't have to conform with the conventional. 🤍

[Shrinking-Violet Haven @HavenlyOne]

@U_Rochas So someone living life as a normal human being should live now comes off as humiliation?

Shame on you.

[Shrinking-Violet Haven @HavenlyOne]

@BwalaDaniel I've never seen someone so confused and who's after social media clicks like you, Daniel Bwala.

You're a lawyer, right?

[Shrinking-Violet Haven @HavenlyOne]

@official_Gegeh I wonder how some people on social media think.

How can gehgeh get married on a low? He's not a coward— the last time I checked.

See his face seff. Does he come off as someone who's "happily married?"

Wrap it up, mbok.

[Shrinking-Violet Haven @HavenlyOne]

@eugene_ken4 @ESPNUK Right
This guy's been good.

[Shrinking-Violet Haven @HavenlyOne]

@FabrizioRomaxno Oh my goodness.

[Shrinking-Violet Haven @HavenlyOne]

@HonestNarrativ Been thinking about this ever since. I think it was scripted all this while... something is not just right.

[Shrinking-Violet Haven @HavenlyOne]

@femibond007 @SavvyRinu I think you need time to think things throughout before talking

The first lady's statement is not timely, and it's very insensitive.

Periodtttt.

[Shrinking-Violet Haven @HavenlyOne]

@NigeriaStories This woman has become something else. Her comment about selling akara and all that was so insensitive.

Yes, she had a point. But question is: how well did she communicate her mind?

[Shrinking-Violet Haven @HavenlyOne]

@jrnaib2 You, who's your choice?